百晓学者学者目录

焦李成

教授，内蒙古师范大学

精选作品

期刊论文

2026

音频驱动的数字人技术进展

李卫斌，高佳峰，徐兵，侯彪，焦李成

《中国图象图形学报》

2026

扩散模型并行训练与推理综述

朱虎明，刘卉杰，董西淼，陈志鹏，高天琦，焦李成

《计算机科学》

2026

深度伪造人脸检测技术发展与应用综述

李卫斌，冯雨婷，侯彪，焦李成

《中国图象图形学报》

2026

Causal Prior-Driven Visual Grounding for Remote Sensing

Yu-Han Wang, Ling-Ling Li, Xu Liu, Licheng Jiao, Xiaoqiang Lu, Fang Liu, Wen-Ping Ma

IEEE Transactions on Geoscience and Remote Sensing

DOI

2026

PixDiff: Multiresolution Diffusion Network With Pixelization for Hyperspectral Anomaly Detection

Shiqi Wu, Xiang-Rong Zhang, Guan-Chun Wang, Xiao Han, Jin Zhu, Xina Cheng, Licheng Jiao

IEEE Transactions on Geoscience and Remote Sensing

DOI

2026

A Multiscale Vision–Text Collaborative Dual Encoder for Referring RS Image Segmentation

Jingwen Zhang, Ling-Ling Li, Licheng Jiao, Xu Liu, Fang Liu, Wen-Ping Ma, Shu-Yuan Yang

IEEE Transactions on Geoscience and Remote Sensing

DOI

2026

DDAD: Diffusion in Dimensionless Domain for Generalized Hyperspectral Anomaly Detection

Xiang-Rong Zhang, Jieqiong Du, Guan-Chun Wang, Shiqi Wu, Chao-Wei Fang, Xu Tang, Licheng Jiao

IEEE Transactions on Geoscience and Remote Sensing

DOI

2026

C2F-Net: Coarse-to-Fine Feature Alignment for Cross-Channel Automatic Modulation Classification

Hantong Xing, Shuang Wang, Chenxu Wang, Dou Quan, Peng-Tao Li, Huaji Zhou, Licheng Jiao

IEEE Transactions on Cognitive Communications and Networking

DOI

2026

Group Interaction Network With Wavelet Attention for Remote Sensing Image Change Detection

Xinyu Du, Hui-Hui Dong, Zhi-Jie Li, Zong-Fang Ma, Sixiang Xu, Xu Liu, Licheng Jiao

IEEE Geoscience and Remote Sensing Letters

DOI

2026

MSN: Rethinking Cross-Domain Automatic Modulation Recognition via Decoupled Modulation Signal Normalization

Yifan Chen, Xiang-Rong Zhang, Guan-Chun Wang, Ziyi Liu, Licheng Jiao

IEEE Transactions on Cognitive Communications and Networking

DOI

2026

Disentangling Domain-Invariant Features From Few Samples for Automatic Modulation Classification

Hantong Xing, Shuang Wang, Chenxu Wang, Dou Quan, Yi Xu, Huaji Zhou, Hua Xu, Licheng Jiao

IEEE Transactions on Cognitive Communications and Networking

DOI

2026

GPSDet: Geometric Parallelism Embedded Structure-Aware Slender Object Detection in Remote Sensing Images

Jin-Yue Zhang, Xiang-Rong Zhang, Zhongjian Huang, Tian-Yang Zhang, Xiao Han, Licheng Jiao

IEEE Transactions on Geoscience and Remote Sensing

DOI

2026

WHFNet: A Wavelet-Driven Heterogeneous Fusion Network for High-Frequency Enhanced Optical–SAR Remote Sensing Segmentation

Bo Ren, Qian-Fang Wang, Bo Liu, Biao Hou, Chen Yang, Licheng Jiao

IEEE Transactions on Geoscience and Remote Sensing

DOI

2026

A Lightweight Multifeature Hybrid Mamba for Remote Sensing Image Scene Classification

Hui-Hui Dong, Jing-Cao Li, Zong-Fang Ma, Zhi-Jie Li, Mengkun Liu, Xiao-Hui Wei, Licheng Jiao

IEEE Geoscience and Remote Sensing Letters

DOI

2026

Passive UAV Detection Based on Channel Estimation and Temporal Variation Network

Jing Bai, Zhuo Zhang, Zhu Xiao, Huaji Zhou, Yongqiang Hei, Xiaohui Liu, Tong Li, Licheng Jiao

IEEE Transactions on Wireless Communications

DOI

2026

WDHN-Det: Wavelet-Coordinated Dynamic Hyperbolic Normalization for Multisource Remote Sensing Object Detection

Ru-Chan Dong, Wen-Jing Wu, Licheng Jiao, Xu Liu, Jin Zhao, Shunyao Yin, Zengxin Yun

IEEE Transactions on Geoscience and Remote Sensing

DOI

2026

CLCNet: A Curriculum-Guided Contrastive Learning Network With Spectral-Hierarchical Attention for Hyperspectral-LiDAR Image Classification

Chang-Zhe Jiao, Chao Hu, Xu Tang, Hao Zhu, Licheng Jiao

IEEE Transactions on Geoscience and Remote Sensing

DOI

2026

KAN-Convolutional Hybrid Net Embedded With Statistically Guided Attention for Multiband PolSAR Terrain Classification

Chen Yang, Biqi Li, Bo Ren, Biao Hou, Licheng Jiao

IEEE Transactions on Geoscience and Remote Sensing

DOI

2026

KCI-Net: Knowledge-Based Contourlet Inference Network for Super-Resolution

Mengkun Liu, Licheng Jiao, Xu Liu, Ling-Ling Li, Fang Liu, Shu-Yuan Yang, Shuang Wang, Biao Hou

IEEE transactions on circuits and systems for video technology (Print)

DOI

2026

Global and Neighbor-Aware Token Learning for Weakly Supervised Remote Sensing Image Semantic Segmentation

Mansu Gu, Jing Bai, Rui-Zhe Guan, Bei-Hao Xia, Meng-Chao Liu, Zhu Xiao, Licheng Jiao

IEEE Transactions on Geoscience and Remote Sensing

DOI

2026

Category-Aware Differential Token Transformer for Weakly Supervised Object Localization in Optical Remote Sensing Images

Jing Bai, Jingxu Huang, Zhu Xiao, Bei-Hao Xia, Tong Li, Licheng Jiao

IEEE Transactions on Geoscience and Remote Sensing

DOI

2026

Dual-Net: Dual Visual Spectral Affinity Monitoring Network for Hyperspectral Anomaly Detection

Xiang-Rong Zhang, Rong Qiu, Shiqi Wu, Guan-Chun Wang, Xiao Han, Yi-Fei Jiang, Jin Zhu, Licheng Jiao

IEEE transactions on circuits and systems for video technology (Print)

DOI

2026

Physics-Aware Semantic Graph Classifier for Remote Sensing Images

Ling-Ling Li, Jia-Dong Lin, Licheng Jiao, Fang Liu, Xu Liu, Yangyang Li, Wen-Ping Ma

IEEE transactions on multimedia

DOI

2026

Image Singularity Scattering Representation Learning Classification

Jie Gao, Ling-Ling Li, Xu Liu, Licheng Jiao, Pu-Hua Chen, Yuwei Guo, Fang Liu, Shu-Yuan Yang

IEEE transactions on multimedia

DOI

2026

Self-Training-Based Source-Free Domain Adaptation for Remote Sensing Scene Classification

Shuo Han, Xu Tang, Jing-Jing Ma, Xiang-Rong Zhang, Fang Liu, Licheng Jiao

IEEE transactions on circuits and systems for video technology (Print)

DOI

2026

SCGNet: Semantic Correlation-Guided Network for Remote Sensing Semantic Change Detection

Xu Tang, Weihao Jiang, Jing-Jing Ma, Xiang-Rong Zhang, Fang Liu, Licheng Jiao

IEEE Transactions on Geoscience and Remote Sensing

DOI

2026

Frequency-Guided Progressive Transformer for Change Detection in Remote Sensing Images

Jiawei Ning, Yang Liu, Zhong-Le Ren, Biao Hou, Chang Xu, Shi-Ji Liu, Wei-Bin Li, Licheng Jiao

IEEE Transactions on Geoscience and Remote Sensing

DOI

2026

Neighbors Help You Best: Geographical Adjacent Perception for Remote Sensing Long-Tailed Semantic Segmentation

Shi-Ji Liu, Zhong-Le Ren, Biao Hou, Jiawei Ning, Cheng Zhang, Kai Wang, Wei-Bin Li, Licheng Jiao

IEEE Transactions on Geoscience and Remote Sensing

DOI

2026

Interest-prior Masked Feature Distillation with Implicit Association Mining for Dense Prediction

Chonghua Lv, Shuang Wang, Dou Quan, Dong Zhao, Ning Huyan, Licheng Jiao

IEEE transactions on circuits and systems for video technology (Print)

DOI

2026

Jamming Signal Power Detection Based on Masked Convolutional Encoder-Decoder Network

Jing Bai, Liangxing Si, Zhu Xiao, Xin-Yue Jiang, Tong Li, Yong-Hu Zhang, Licheng Jiao

IEEE Transactions on Cognitive Communications and Networking

DOI

2026

CIGformer: Leveraging Continuous Information Guidance in Transformer-Based Pansharpening

Hao Zhu, Yuan Wang, Xiao-Tong Li, Biao Hou, Bo Ren, Yifan Meng, Kefan Chen, Licheng Jiao

IEEE Transactions on Artificial Intelligence

DOI

2026

Self-Guided Discriminative Locality Preserving Projections

Qianqian Wang, Mengping Jiang, Gan Sun, Wei Feng, Licheng Jiao

IEEE transactions on multimedia

DOI

2026

Dual Self-Supervised Deep Graph Clustering

Qianqian Wang, Bowen Zhao, Zihao Zhang, Quanxue Gao, Licheng Jiao

IEEE transactions on multimedia

DOI

2026

Multiscale Spatial-Frequency Learning for Degradation Decoupling in RS Image Restoration

Jingwen Zhang, Ling-Ling Li, Licheng Jiao, Xu Liu, Fang Liu, Wen-Ping Ma, Shu-Yuan Yang

IEEE transactions on multimedia

DOI

2026

Multivariate Time Series Anomaly Detection in IIoT Using Spatial-Temporal Dynamic Mask Diffusion Model

Jing Bai, Zheng-Yang Zhang, Zhuo Zhang, Tong Li, Zhu Xiao, Licheng Jiao

IEEE Transactions on Dependable and Secure Computing

DOI

2025

Adaptive graph clustering based on feature adversarial and graph transformer

Weitong Zhang, Xuerong Zhu, Ronghua Shang, Jinhong Ren, Licheng Jiao

Expert Systems With Applications，Vol. 281

DOI

2025

Efficient evolutionary multi-scale spectral-spatial attention fusion network for hyperspectral image classification

Mengxuan Zhang, Zhikun Lei, Long Liu, Kun Ma, Ronghua Shang, Licheng Jiao

Expert Systems With Applications，Vol. 262

DOI

2025

深度稀疏多尺度网络及应用

焦李成

2025

基于自监督信息熵学习的深度多模态聚类

王前前，章子豪，姜洪旭，冯伟，高全学，焦李成

《计算机辅助设计与图形学学报》

2025

基于多尺度-多方向Transformer的图像识别

杨育婷，李玲玲，刘旭，焦李成，刘芳，马文萍

《计算机学报》

2025

诺奖启示下的下一代遥感解译

焦李成

《智能系统学报》

2025

人工智能通识基础

焦李成

2025

Dynamic Bilinear Fusion Network for Synthetic Aperture Radar Image Change Detection

Hui-Hui Dong, Xinyu Du, Zhi-Jie Li, Xiaohuan Li, Zong-Fang Ma, Feng Gao, Licheng Jiao

IEEE Geoscience and Remote Sensing Letters

DOI

2025

Dynamic Common and Unique Feature Fusion Network for Hyperspectral and LiDAR Data Classification

Chang-Zhe Jiao, Lei Wang, Chao Hu, Xu Tang, Hao Zhu, Licheng Jiao

IEEE Transactions on Geoscience and Remote Sensing

DOI

2025

Attribute-Based Learning for Remote Sensing Image Captioning in Unseen Scenes

Zhang Guo, Haomin Liu, Zihao Ren, Licheng Jiao, S. Gou, Rui-Min Li

Remote Sensing

DOI

2025

Noise-to-Abundance Translation: Unsupervised Hyperspectral Unmixing Based on Diffusion Models

Hua Dong, Xiao-Hua Zhang, Hong-Yun Meng, Licheng Jiao

IEEE Transactions on Geoscience and Remote Sensing

DOI

2025

Interactive Concept Network Enhanced Transformer for Remote Sensing Image Captioning

Cheng Zhang, Zhong-Le Ren, Biao Hou, Jianhua Meng, Wei-Bin Li, Licheng Jiao

IEEE Transactions on Geoscience and Remote Sensing

DOI

2025

DCIFNet: Cross-Modal Fusion With Correction and Interaction for Optical–SAR Land Cover Classification

Bo Ren, Bo Liu, Qian-Fang Wang, Biao Hou, Chen Yang, Licheng Jiao

IEEE Transactions on Geoscience and Remote Sensing

DOI

2025

Burden-Free Distillation From Foundation Model for Efficient Remote Sensing Change Detection

Shuang Wang, Chonghua Lv, Dou Quan, Ning Huyan, Xianwei Cao, Jingxi Sun, Licheng Jiao

IEEE Transactions on Geoscience and Remote Sensing

DOI

2025

Rethinking Multiple-Instance Learning From Feature Space to Probability Space

Zhaolong Du, Shasha Mao, Xuequan Lu, Mengnan Qi, Yimeng Zhang, Jing Gu, Licheng Jiao

International Conference on Learning Representations

2025

Beyond Single Pixel: Context Priors Guided Semi-Supervised Building Footprint Segmentation

Xiaoqian Zhu, Xiang-Rong Zhang, Tian-Yang Zhang, Jing Gu, Jin Zhu, Xiao Han, Licheng Jiao, Lianchao Zhang

IEEE Transactions on Geoscience and Remote Sensing

DOI

2025

Few-Shot Hyperspectral Image Classification Based on Prototype Mask Contrast and Cross-Stage Feature Refinement

Wei-Tong Zhang, Zihong Wang, Jin-Hong Ren, Rong-Hua Shang, Licheng Jiao

IEEE Transactions on Geoscience and Remote Sensing

DOI

2025

Multi-granularity Dynamic Conditional Transformer for Vision-Language Tracking

Zhongjian Huang, Ling-Ling Li, Licheng Jiao, Jin-Yue Zhang, Long Sun, Xu Liu, Yu-Ting Yang, Jia-Xuan Zhao, Wen-Ping Ma, Xiang-Rong Zhang

Proceedings of the 1st International Workshop on Vision-Language in Soft Robot

DOI

2025

FUNet: Frequency-Aware and Uncertainty-Guiding Network for Rain-Hazy Image Restoration

Mengkun Liu, Tao Gao, Yao Liu, Yu-Han Cao, Licheng Jiao

IEEE transactions on multimedia

DOI

2025

CDFNet: Cross-Domain Feature Fusion Network for PolSAR Terrain Classification

Shuang Wang, Zhuangzhuang Sun, Tianquan Bian, Yuwei Guo, Linwei Dai, Yanhe Guo, Licheng Jiao

IEEE Transactions on Geoscience and Remote Sensing

DOI

2025

Temporal-Feedback Self-Training for Semi-Supervised Object Detection in Remote Sensing Images

Xiaoqian Zhu, Xiang-Rong Zhang, Tian-Yang Zhang, Xu Tang, Pu-Hua Chen, Hui-Yu Zhou, Licheng Jiao

IEEE Transactions on Geoscience and Remote Sensing

DOI

2025

DBA-RMCL: Refined Metric Contrastive Learning With Dual-Branch Attention for Few-Shot Remote Sensing Image Scene Classification

Ru-Chan Dong, Jinwei Xia, Licheng Jiao, Jin Zhao, Lei Hong, Zengxin Yun

IEEE Transactions on Geoscience and Remote Sensing

DOI

2025

SpiralMamba: Spatial-Spectral Complementary Mamba With Spatial Spiral Scan for Hyperspectral Image Classification

Xu Tang, Yuexi Yao, Jing-Jing Ma, Xiang-Rong Zhang, Yuqun Yang, Bo Wang, Licheng Jiao

IEEE Transactions on Geoscience and Remote Sensing

DOI

2025

Dual-Path Prototype Feature Decoupling Alignment Network for Panchromatic and Multispectral Classification

Wen-Ping Ma, Yanshan Guo, Hao Zhu, Wenhao Zhao, Meng-Ru Ma, Yue Wu, Licheng Jiao

IEEE Transactions on Geoscience and Remote Sensing

DOI

2025

DAE-GSP: Discriminative Autoencoder With Gaussian Selective Patch for Multimodal Remote Sensing Image Classification

Mengchang Li, Zhi-Xi Feng, Shu-Yuan Yang, Yue Ma, Liangliang Song, Shuai Chen, Licheng Jiao, Jun-Kai Zhang

IEEE Transactions on Geoscience and Remote Sensing

DOI

2025

An Adaptive Dual-Supervised Cross-Deep Dependency Network for Pixel-Wise Classification

Wen-Ping Ma, Chuang Chen, Meng-Ru Ma, Hekai Zhang, Hao Zhu, Licheng Jiao

IEEE Transactions on Geoscience and Remote Sensing

DOI

2025

PDCNet: A Polarimetric Data-Enhanced Contrastive Learning Network for PolSAR Land Cover Classification

Bo Ren, Chaoyue Hua, Biao Hou, Jian Lv, Chen Yang, Licheng Jiao, Jocelyn Chanussot

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

DOI

2025

OraL: An Observational Learning Paradigm for Unsupervised Hyperspectral Change Detection

Guan-Chun Wang, Xiang-Rong Zhang, Zelin Peng, Shunli Tian, Tian-Yang Zhang, Xu Tang, Licheng Jiao

IEEE transactions on circuits and systems for video technology (Print)

DOI

2025

Joint Style and Layout Synthesizing: Toward Generalizable Remote Sensing Semantic Segmentation

Qi Zang, Shuang Wang, Dong Zhao, Zhun Zhong, B. Hou, Licheng Jiao

IEEE transactions on circuits and systems for video technology (Print)

DOI

2025

Self-Supervised Learning of Contrast-Diffusion Models for Land Cover Classification in SAR Images

Zhong-Le Ren, Zhe Du, Biao Hou, Wei-Bin Li, Licheng Jiao

IEEE Transactions on Geoscience and Remote Sensing

DOI

2025

Differential-Guided Unsupervised Learning for SAR Image Change Detection

Xu Liu, Dan Zhang, Biao Liu, Ling-Ling Li, Licheng Jiao, Fang Liu, Xu Tang

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

DOI

2025

One Token for Detecting Various Changes

Dan Wang, Licheng Jiao, Jie Chen, Shu-Yuan Yang, Fang Liu

IEEE Transactions on Geoscience and Remote Sensing

DOI

2025

Multidistribution Time-Series Prototype Learning for Crop Mapping With Sentinel-1 SAR Imagery

Yuwei Guo, Wei Zhan, Licheng Jiao, Wenhao Zhang, Kai-Ren Chen, Yuejiang Jia, Fang Liu

IEEE Transactions on Geoscience and Remote Sensing

DOI

2025

EDDA:An Efficient Divide-and-Conquer Domain Adapter for Automatics Modulation Recognition

Xiang-Rong Zhang, Yifan Chen, Guan-Chun Wang, Yifang Zhang, Licheng Jiao

IEEE Journal on Selected Topics in Signal Processing

DOI

2025

AFLNet: Auxiliary Feature Learning-Guided Cross-Channel Automatic Modulation Classification

Hantong Xing, Shuang Wang, Chenxu Wang, Dou Quan, Hanlin Mo, Luyang Mei, Huaji Zhou, Licheng Jiao

IEEE Transactions on Communications

DOI

2025

SRTrack: Semantic Reasoning Tracker for Vision-Language Tracking

Zhongjian Huang, Licheng Jiao, Jin-Yue Zhang, Long Sun, Xu Liu, Xiang-Rong Zhang, Ling-Ling Li, Fang Liu, Shu-Yuan Yang

Proceedings of the 1st International Workshop on Vision-Language in Soft Robot

DOI

2025

Hierarchical Prototype Learning With Uncertainty-Aware Adaptation for Cross-Domain Semantic Segmentation of Remote Sensing Images

Jiawei Ning, Zhong-Le Ren, Biao Hou, Runnong Jiang, Shi-Ji Liu, Wei-Bin Li, Licheng Jiao

IEEE Transactions on Geoscience and Remote Sensing

DOI

2025

Contour-Aware Dynamic Low-High Frequency Integration for Pan-Sharpening

Xiaoyu Yi, Hao Zhu, Pu-Te Guo, B. Hou, Bo Ren, Xiao-Tong Li, Xiaoteng Wang, Licheng Jiao

IEEE Transactions on Geoscience and Remote Sensing

DOI

2025

Change Knowledge-Guided Vision-Language Remote Sensing Change Detection

Jiahao Wang, Fang Liu, Licheng Jiao, Hao Wang, Shuo Li, Ling-Ling Li, Pu-Hua Chen, Xu Liu, Wen-Ping Ma

IEEE Transactions on Geoscience and Remote Sensing

DOI

2025

SuperCoT-X: Masked Hyperspectral Image Modeling With Diverse Superpixel-Level Contrastive Tokenizer

Miaomiao Liang, Weigang Wu, Huifang Shen, Ling-Juan Yu, Xiangchun Yu, Licheng Jiao

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

DOI

2025

CLIP-Based Grid Features and Masking for Remote Sensing Image Captioning

Qiaoling Lin, Shuang Wang, Xiutiao Ye, Ruixuan Wang, Rui Yang, Licheng Jiao

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

DOI

2025

A Novel Transformer-KAN Network Utilizes Multimodality Contrastive Learning and Mask Reconstruction for Remote Sensing Classification

Shuxiang Xia, Xiao-Hua Zhang, Hong-Yun Meng, Licheng Jiao

IEEE Transactions on Geoscience and Remote Sensing

DOI

2025

Knowledge-Aware Geometric Contourlet Semantic Learning for Hyperspectral Image Classification

Xueli Geng, Ling-Ling Li, Licheng Jiao, Xu Liu, Fang Liu, Shu-Yuan Yang

IEEE transactions on circuits and systems for video technology (Print)

DOI

2025

Multiscale Knowledge Distillation-Aware Classification for Remote Sensing Images

Xiufang Li, Licheng Jiao, Qi-Gong Sun, Fang Liu, Xu Liu, Ling-Ling Li, Pu-Hua Chen, Shu-Yuan Yang

IEEE Transactions on Geoscience and Remote Sensing

DOI

2025

FAFormer: Frequency-Analysis-Based Transformer Focusing on Correlation and Specificity for Pansharpening

Yifan Meng, Hao Zhu, Xiaoyu Yi, Biao Hou, Shuang Wang, Yuan Wang, Kefan Chen, Licheng Jiao

IEEE Transactions on Geoscience and Remote Sensing

DOI

2025

Incremental Land Cover Classification via Soft Label and Subregion Distillation

Bo Ren, Zhao Wang, Han-Yuan Ge, Biao Hou, Bo Liu, Chen Yang, Licheng Jiao

IEEE Transactions on Geoscience and Remote Sensing

DOI

2025

Temperature-Aware Dynamic Fusion Network for Few-Shot Segmentation of Infrared Images

Bo Wang, Dong Li, Xina Cheng, Yuan Li, Xiang-Rong Zhang, Xu Tang, Ding-Heng Wang, Licheng Jiao

IEEE Transactions on Geoscience and Remote Sensing

DOI

2025

A Multiscale Discriminative Attack Method for Automatic Modulation Classification

Jing Bai, Chang Ge, Zhu Xiao, Hong-Bo Jiang, Tong Li, Huaji Zhou, Licheng Jiao

IEEE Transactions on Information Forensics and Security

DOI

2025

Semantic-Aware Wavelet Transformer for Pyramid Learning Object Detection

Yang Li, Licheng Jiao, Xu Liu, Fang Liu, Ling-Ling Li, Pu-Hua Chen

IEEE transactions on multimedia

DOI

2025

Scale- and Shape-Aware Network With Prediction Decoupling for Building Fine-Grained Change Detection

Jiaxin Wang, Chengcai Leng, Ming-Wei Zhang, Xi Li, Irene Cheng, Anup Basu, Licheng Jiao

IEEE Transactions on Geoscience and Remote Sensing

DOI

2025

MLMamba: A Mamba-Based Efficient Network for Multi-Label Remote Sensing Scene Classification

Ruiqi Du, Xu Tang, Jing-Jing Ma, Xiang-Rong Zhang, Licheng Jiao

IEEE transactions on circuits and systems for video technology (Print)

DOI

2025

Source-Free Cross-Domain Scene Classification of Remote Sensing Images via Statistics Matching and Noise Adaptation

Peng Zhu, Xiang-Rong Zhang, Xiao Han, Jin Zhu, Licheng Jiao

IEEE Transactions on Geoscience and Remote Sensing

DOI

2025

Language-Guided Progressive Query Refinement With Diffusion Model for Visual Grounding on Remote Sensing Images

Xu Tang, Ruitao Shen, Jing-Jing Ma, Xiang-Rong Zhang, Fang Liu, Licheng Jiao

IEEE Transactions on Geoscience and Remote Sensing

DOI

2025

Sample-Level Improved Cross-Source Contrastive Learning for PAN and MS Joint Classification

Pengyu Tian, Hao Zhu, Biao Hou, Lu Chen, Pu-Te Guo, Kefan Chen, Licheng Jiao

IEEE Transactions on Geoscience and Remote Sensing

DOI

2025

Curriculum Preview and Review Based on Knowledge Distillation for Hyperspectral Image Classification

Wen Xie, Zhezhe Zhang, Licheng Jiao, Wenqiang Hua

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

DOI

2025

Multi-Gaussian Prototype Metric With Dual Optimization for Cross-Domain Few-Shot Hyperspectral Image Classification

Kaiyuan Shi, Xiao-Hua Zhang, Hong-Yun Meng, Chenjing Jia, Licheng Jiao

IEEE Transactions on Geoscience and Remote Sensing

DOI

2025

PSRNet: Few-Shot Automatic Modulation Classification Under Potential Domain Differences

Hantong Xing, Shuang Wang, Jiacheng Wang, Luyang Mei, Yi Xu, Huaji Zhou, Hua Xu, Licheng Jiao

IEEE Transactions on Wireless Communications

DOI

2025

State-Space Model Meets Linear Attention: A Hybrid Architecture for Internal Wave Segmentation

Zhijie An, Zhaoyang Li, Saheya Barintag, Hong-Yu Zhao, Yan-Qing Yao, Licheng Jiao, Mao-Guo Gong

Remote Sensing

DOI

2025

DASCE: Long-Tailed Data Augmentation Based Sparse Class-Correlation Exploitation

Mengnan Qi, Sha-Sha Mao, Yi-Meng Zhang, Jing Gu, S. Gou, Licheng Jiao, Yu-Ming Zhang

IEEE Transactions on Knowledge and Data Engineering

DOI

2025

ViewCAM: A Weakly Supervised Building Extraction Method Based on View Consistency and Feature Affinity Enhancement

Jing Bai, Mansu Gu, Zheng Chen, Tong Li, Zhu Xiao, Ping Li, Licheng Jiao

IEEE Transactions on Geoscience and Remote Sensing

DOI

2025

Dual Causal-Aware Detection Transformer for Remote Sensing Images

Yu-Han Wang, Ling-Ling Li, Xu Liu, Licheng Jiao, Zhongjian Huang, Fang Liu, Wen-Ping Ma, Shu-Yuan Yang

IEEE Transactions on Geoscience and Remote Sensing

DOI

2025

Deep Geospatio-Semantic Guided Network With Pseudo-Label Consistency for Domain-Adaptive Remote Sensing Segmentation

Jiawei Ning, Zhong-Le Ren, Biao Hou, Wei-Bin Li, Licheng Jiao

IEEE Transactions on Geoscience and Remote Sensing

DOI

2025

CenterFormer: A Center Spatial–Spectral Attention Transformer Network for Hyperspectral Image Classification

Chenjing Jia, Xiao-Hua Zhang, Hong-Yun Meng, Shuxiang Xia, Licheng Jiao

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

DOI

2025

Multiscale Sparse Cross-Attention Network for Remote Sensing Scene Classification

Jing-Jing Ma, Wei Jiang, Xu Tang, Xiang-Rong Zhang, Fang Liu, Licheng Jiao

IEEE Transactions on Geoscience and Remote Sensing

DOI

2025

Interpretable Fine-Grained Aircraft Classification Network for Remote Sensing Image With Image Pair Interaction and Neural Tree

Zhengxi Guo, Biao Hou, Xianpeng Guo, Chen Yang, Zitong Wu, Bo Ren, Licheng Jiao

IEEE Transactions on Geoscience and Remote Sensing

DOI

2025

VJDNet: A Simple Variational Joint Discrimination Network for Cross-Image Hyperspectral Anomaly Detection

Shiqi Wu, Xiang-Rong Zhang, Guan-Chun Wang, Pu-Hua Chen, Jing Gu, Xina Cheng, Licheng Jiao

Remote Sensing

DOI

2025

Contour Knowledge-Aware Perception Learning for Semantic Segmentation

Chao You, Licheng Jiao, Ling-Ling Li, Xu Liu, Fang Liu, Wen-Ping Ma, Shu-Yuan Yang

IEEE transactions on circuits and systems for video technology (Print)

DOI

2025

Adaptive Scale-Aware Semantic Memory Network for Remote Sensing Image Captioning

Cheng Zhang, Zhong-Le Ren, Biao Hou, Chang Xu, Jianhua Meng, Wei-Bin Li, Licheng Jiao

IEEE Transactions on Geoscience and Remote Sensing

DOI

2025

Deep Multimodal Clustering Based on Self-Supervised Information Entropy Learning

Qianqian Wang, Zihao Zhang, Hong Jiang, Wei Feng, Quanxue Gao, Licheng Jiao

Journal of Computer-Aided Design & Computer Graphics

DOI

2024

QEA-QCNN: optimization of quantum convolutional neural network architecture based on quantum evolution

Yangyang Li, Xiaobin Hao, Guanlong Liu, Ronghua Shang, Licheng Jiao

Memetic Computing，Vol. 160, No. 30

DOI

2024

Self-restrained contrastive enhanced network for graph structure learning

Nan Jia, Xiaolin Tian, Ting Yang, Shuo Li, Licheng Jiao

Expert Systems With Applications，Vol. 249

DOI

2024

Visual interpretable MRI fine grading of meniscus injury for intelligent assisted diagnosis and treatment

Anlin Luo, Shuiping Gou, Nuo Tong, Bo Liu, Licheng Jiao, Hu Xu, Yingchun Wang, Tan Ding

Npj Digital Medicine，Vol. 7, No. 10

DOI

2024

智能计算模型与理论

焦李成

2024

智能科学与技术一级学科本硕博培养体系

焦李成

2024

智能机器人导论

焦李成

2024

综述：类脑智能导航建模技术及其应用

李卫斌，秦晨浩，张天一，毛鑫，杨东浩，纪文搏，侯彪，焦李成

《系统工程与电子技术》

2024

人工智能实验教程

焦李成

2024

高校科研实验室文化建设在创新人才培养中的探索与实践——以智能感知与图像理解教育部重点实验室为例

张丹，王鑫，侯彪，焦李成

《西安电子科技大学学报(社会科学版)》

2024

FDLdet: A Change Detector Based on Forward Dictionary Learning for Remote Sensing Images

Yuqun Yang, Xu Tang, Xiang-Rong Zhang, Jing-Jing Ma, Yiu-Ming Cheung, Licheng Jiao

IEEE Transactions on Geoscience and Remote Sensing

DOI

2024

Cross-Domain Classification Based on Frequency Component Adaptation for Remote Sensing Images

Peng Zhu, Xiang-Rong Zhang, Xiao Han, Xina Cheng, Jing Gu, Pu-Hua Chen, Licheng Jiao

Remote Sensing

DOI

2024

DEs-Inspired Accelerated Unfolded Linearized ADMM Networks for Inverse Problems

Weixin An, Yuan-Yuan Liu, Fan-Hua Shang, Hong-Ying Liu, Licheng Jiao

IEEE Transactions on Neural Networks and Learning Systems

DOI

2024

Feature Distribution Representation Learning Based on Knowledge Transfer for Long-Tailed Classification

Yanbiao Ma, Licheng Jiao, F. Liu, Shu-Yuan Yang, X. Liu, Pu-Hua Chen

IEEE transactions on multimedia

DOI

2024

Hierarchical Knowledge Graph for Multilabel Classification of Remote Sensing Images

Xiang-Rong Zhang, Wenhao Hong, Zhen-Yu Li, Xina Cheng, Xu Tang, Hui-Yu Zhou, Licheng Jiao

IEEE Transactions on Geoscience and Remote Sensing

DOI

2024

ConvGRU-Based Multiscale Frequency Fusion Network for PAN-MS Joint Classification

Hao Zhu, Xiaoyu Yi, Xiao-Tong Li, B. Hou, Chang-Zhe Jiao, Wen-Ping Ma, Licheng Jiao

IEEE Transactions on Geoscience and Remote Sensing

DOI

2024

Hierarchical Dynamic Graph Clustering Network

Jie Chen, Licheng Jiao, Xu Liu, Ling-Ling Li, Fang Liu, Pu-Hua Chen, Shu-Yuan Yang, B. Hou

IEEE Transactions on Knowledge and Data Engineering

DOI

2024

Self Pseudo Entropy Knowledge Distillation for Semi-Supervised Semantic Segmentation

Xiaoqiang Lu, Licheng Jiao, Ling-Ling Li, Fang Liu, Xu Liu, Shu-Yuan Yang

IEEE transactions on circuits and systems for video technology (Print)

DOI

2024

Cross-Scene Classification of Remote Sensing Images Based on General-Specific Prototype Contrastive Learning

Pu-Hua Chen, Yunfei Qiu, Lei Guo, Xiang-Rong Zhang, Fang Liu, Licheng Jiao, Ling-Ling Li

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

DOI

2024

Subpixel Feature Pyramid Network for Multiscale Ship Detection in Synthetic Aperture Radar Remote Sensing Images

Ming Liu, B. Hou, Bo Ren, Licheng Jiao, Zhi Yang, Zongwei Zhu

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

DOI

2024

Geometric Prior Guided Feature Representation Learning for Long-Tailed Classification

Yanbiao Ma, Licheng Jiao, F. Liu, Shu-Yuan Yang, Xu Liu, Pu-Hua Chen

International Journal of Computer Vision

DOI

2024

Multiple Information Collaborative Fusion Network for Joint Classification of Hyperspectral and LiDAR Data

Xu Tang, Yizhou Zou, Jing-Jing Ma, Xiang-Rong Zhang, Fang Liu, Licheng Jiao

IEEE Transactions on Geoscience and Remote Sensing

DOI

2024

Cross-Domain Scene Unsupervised Learning Segmentation With Dynamic Subdomains

Pei He, Licheng Jiao, Fang Liu, Xu Liu, Rong-Hua Shang, Shuang Wang

IEEE transactions on multimedia

DOI

2024

Ternary Modality Contrastive Learning for Hyperspectral and LiDAR Data Classification

Shuxiang Xia, Xiao-Hua Zhang, Hong-Yun Meng, Licheng Jiao

IEEE Transactions on Geoscience and Remote Sensing

DOI

2024

Achieving Efficient Feature Representation for Modulation Signal: A Cooperative Contrast Learning Approach

Jing Bai, Xu Wang, Zhu Xiao, Huaji Zhou, T. Ali, You Li, Licheng Jiao

IEEE Internet of Things Journal

DOI

2024

Enhancing Remote Sensing Visual Question Answering: A Mask-Based Dual-Stream Feature Mutual Attention Network

Yangyang Li, Yunfei Ma, Guangyuan Liu, Q. Wei, Yan-Qiao Chen, Rong-Hua Shang, Licheng Jiao

IEEE Geoscience and Remote Sensing Letters

DOI

2024

F3Net: Adaptive Frequency Feature Filtering Network for Multimodal Remote Sensing Image Registration

Dou Quan, Zhe Wang, Shuang Wang, Yunan Li, Bo Ren, Mengte Kang, Jocelyn Chanussot, Licheng Jiao

IEEE Transactions on Geoscience and Remote Sensing

DOI

2024

Fast and Effective: Progressive Hierarchical Fusion Classification for Remote Sensing Images

Xueli Geng, Licheng Jiao, Ling-Ling Li, Xu Liu, Fang Liu, Shu-Yuan Yang

IEEE transactions on multimedia

DOI

2024

A Category-Aware Curriculum Learning for Data-Free Knowledge Distillation

Xiufang Li, Licheng Jiao, Qi-Gong Sun, Fang Liu, Xu Liu, Ling-Ling Li, Pu-Hua Chen, Shu-Yuan Yang

IEEE transactions on multimedia

DOI

2024

Domain Adaptation-Aware Transformer for Hyperspectral Object Tracking

Yinan Wu, Licheng Jiao, Xu Liu, Fang Liu, Shu-Yuan Yang, Ling-Ling Li

IEEE transactions on circuits and systems for video technology (Print)

DOI

2024

MSRIP-Net: Addressing Interpretability and Accuracy Challenges in Aircraft Fine-Grained Recognition of Remote Sensing Images

Zhengxi Guo, B. Hou, Xianpeng Guo, Zitong Wu, Chen Yang, Bo Ren, Licheng Jiao

IEEE Transactions on Geoscience and Remote Sensing

DOI

2024

Multi-Scale Contourlet Knowledge Guide Learning Segmentation

Mengkun Liu, Licheng Jiao, Xu Liu, Ling-Ling Li, Fang Liu, Shu-Yuan Yang, Shuang Wang, B. Hou

IEEE transactions on multimedia

DOI

2024

Multistage Enhancement Network for Tiny Object Detection in Remote Sensing Images

Tian-Yang Zhang, Xiang-Rong Zhang, Xiaoqian Zhu, Guan-Chun Wang, Xiao Han, Xu Tang, Licheng Jiao

IEEE Transactions on Geoscience and Remote Sensing

DOI

2024

Domain Generalization-Aware Uncertainty Introspective Learning for 3D Point Clouds Segmentation

Pei He, Licheng Jiao, Ling-Ling Li, Xu Liu, Fang Liu, Wen-Ping Ma, Shu-Yuan Yang, Rong-Hua Shang

ACM Multimedia

DOI

2024

Globally-Aware Continuous-Time Redistribution Learning for RS Image Change Detection

Xiao-Wen Zhang, Licheng Jiao, Xu Liu, Ling-Ling Li, Fang Liu, Wen-Ping Ma, Shu-Yuan Yang

IEEE Transactions on Geoscience and Remote Sensing

DOI

2024

Mask-Enhanced Contrastive Learning for Hyperspectral Image Classification

Xiang-Hai Cao, Jiayu Yu, Ruijie Xu, Jiaxuan Wei, Licheng Jiao

IEEE Transactions on Geoscience and Remote Sensing

DOI

2024

A Unified Deep Learning Network for Remote Sensing Image Registration and Change Detection

Ru-Fan Zhou, Dou Quan, Shuang Wang, Chonghua Lv, Xianwei Cao, Jocelyn Chanussot, Yi Li, Licheng Jiao

IEEE Transactions on Geoscience and Remote Sensing

DOI

2024

ECPS: Cross Pseudo Supervision Based on Ensemble Learning for Semi-Supervised Remote Sensing Change Detection

Yuqun Yang, Xu Tang, Jing-Jing Ma, Xiang-Rong Zhang, Shiji Pei, Licheng Jiao

IEEE Transactions on Geoscience and Remote Sensing

DOI

2024

An efficient Transformer with neighborhood contrastive tokenization for hyperspectral images classification

Miaomiao Liang, Xian-Hao Zhang, Xiangchun Yu, Ling-Juan Yu, Zhe Meng, Xiao-Hong Zhang, Licheng Jiao

International Journal of Applied Earth Observation and Geoinformation

DOI

2024

MCDet: Multi-Content Collaboration Detector for Multiscale Remote Sensing Object

Wen-Ping Ma, Hao Chen, Hao Zhu, Na Li, Yue Wu, B. Hou, Licheng Jiao

IEEE Geoscience and Remote Sensing Letters

DOI

2024

Two-Stream Networks for Contrastive Learning in Hyperspectral Image Classification

Shuxiang Xia, Xiao-Hua Zhang, Hong-Yun Meng, Jiaxin Fan, Licheng Jiao

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

DOI

2024

Pseudo-Label-Assisted Subdomain Adaptation for Hyperspectral Image Classification

Zhi-Xi Feng, Shi-Lin Tong, Shu-Yuan Yang, Xinyu Zhang, Licheng Jiao

IEEE transactions on circuits and systems for video technology (Print)

DOI

2024

An Interpretable Explanation Approach for Signal Modulation Classification

Jing Bai, Yuheng Lian, Yiran Wang, Junjie Ren, Zhu Xiao, Huaji Zhou, Licheng Jiao

IEEE Transactions on Instrumentation and Measurement

DOI

2024

Mask-Guided Correlation Learning for Few-Shot Segmentation in Remote Sensing Imagery

Shuo Li, Fang Liu, Licheng Jiao, Xu Liu, Pu-Hua Chen, Ling-Ling Li

IEEE Transactions on Geoscience and Remote Sensing

DOI

2024

MGC: MLP-Guided CNN Pretraining Using a Small-Scale Dataset for Remote Sensing Images

Zhihao Li, B. Hou, Wan-Qing Li, Zitong Wu, Bo Ren, Licheng Jiao

IEEE Transactions on Geoscience and Remote Sensing

DOI

2024

LGLFormer: Local–Global Lifting Transformer for Remote Sensing Scene Parsing

Yu-Ting Yang, Licheng Jiao, Ling-Ling Li, Xu Liu, Fang Liu, Pu-Hua Chen, Shu-Yuan Yang

IEEE Transactions on Geoscience and Remote Sensing

DOI

2024

Spatial Pooling Transformer Network and Noise-Tolerant Learning for Noisy Hyperspectral Image Classification

Jing-Jing Ma, Yizhou Zou, Xu Tang, Xiang-Rong Zhang, Fang Liu, Licheng Jiao

IEEE Transactions on Geoscience and Remote Sensing

DOI

2024

A Bidirectional Scoring Strategy-Based Transformation Matrix Estimation of Dynamic Factors in Environmental Sensing

Bo Wang, Xina Cheng, Jialiang Wang, Licheng Jiao

Remote Sensing

DOI

2024

SwinTFNet: Dual-Stream Transformer With Cross Attention Fusion for Land Cover Classification

Bo Ren, Bo Liu, B. Hou, Zhao Wang, Chen Yang, Licheng Jiao

IEEE Geoscience and Remote Sensing Letters

DOI

2024

Global Shapes and Salient Joints Features Learning for Skeleton-Based Action Recognition

Xingtong He, Xu Liu, Licheng Jiao

IEEE Signal Processing Letters

DOI

2024

A Semantically Nonredundant Continuous-Scale Feature Network for Panchromatic and Multispectral Classification

Hao Zhu, Wenhao Zhao, Xiao-Tong Li, B. Hou, Chang-Zhe Jiao, Zhong-Le Ren, Wen-Ping Ma, Licheng Jiao

IEEE Transactions on Geoscience and Remote Sensing

DOI

2024

Accurate and Lightweight Learning for Specific Domain Image-Text Retrieval

Rui Yang, Shuang Wang, Jianwei Tao, Yi Han, Qiaoling Lin, Yanhe Guo, B. Hou, Licheng Jiao

ACM Multimedia

DOI

2024

D3R-Net: Denoising Diffusion-Based Defense Restore Network for Adversarial Defense in Remote Sensing Scene Classification

Xuehu Liu, Zhi-Xi Feng, Yue Ma, Shu-Yuan Yang, Zhi-Hao Chang, Licheng Jiao

IEEE Transactions on Geoscience and Remote Sensing

DOI

2024

Class-Aligned and Class-Balancing Generative Domain Adaptation for Hyperspectral Image Classification

Jie Feng, Ziyu Zhou, Rong-Hua Shang, Jin-Jian Wu, Tian-Shu Zhang, Xiang-Rong Zhang, Licheng Jiao

IEEE Transactions on Geoscience and Remote Sensing

DOI

2024

Enhanced Radar Anti-Jamming With Multi-Agent Reinforcement Learning

Wen-Shen Peng, Chuan He, Fei Cao, Chang-Hua Hu, Licheng Jiao

IEEE Signal Processing Letters

DOI

2024

Advanced Deep Learning Models for 6G: Overview, Opportunities, and Challenges

Licheng Jiao, Yilin Shao, Long Sun, Fang Liu, Shu-Yuan Yang, Wen-Ping Ma, Ling-Ling Li, Xu Liu, B. Hou, Xiang-Rong Zhang, Rong-Hua Shang, Yangyang Li, Shuang Wang, Xu Tang, Yuwei Guo

IEEE Access

DOI

2024

MCLHN: Toward Automatic Modulation Classification via Masked Contrastive Learning With Hard Negatives

Chenghong Xiao, Shu-Yuan Yang, Zhi-Xi Feng, Licheng Jiao

IEEE Transactions on Wireless Communications

DOI

2024

Satellite Video Object Tracking Based on Location Prompts

Jiahao Wang, Fang Liu, Licheng Jiao, Yingjia Gao, Hao Wang, Ling-Ling Li, Pu-Hua Chen, Xu Liu, Shuo Li

IEEE transactions on circuits and systems for video technology (Print)

DOI

2024

ConVaT: A Variational Generative Transformer With Momentum Contrastive Learning for Hyperspectral Image Classification

Miaomiao Liang, Zuo Liu, Jian Dong, Ling-Juan Yu, Xiangchun Yu, Jun Li, Licheng Jiao

IEEE Geoscience and Remote Sensing Letters

DOI

2024

Robust Instance-Based Semi-Supervised Learning Change Detection for Remote Sensing Images

Yi Zuo, Ling-Ling Li, Xu Liu, Zihan Gao, Licheng Jiao, Fang Liu, Shu-Yuan Yang

IEEE Transactions on Geoscience and Remote Sensing

DOI

2024

High-Resolution Remote Sensing Image Segmentation With Global-Guided Normalization and Local Affinity Distillation

Peng Zhu, Xiang-Rong Zhang, Xiao Han, Pu-Hua Chen, Xu Tang, Xina Cheng, Licheng Jiao

IEEE Transactions on Geoscience and Remote Sensing

DOI

2024

Bio-Inspired Multi-Scale Contourlet Attention Networks

Mengkun Liu, Licheng Jiao, X. Liu, Ling-Ling Li, F. Liu, Shu-Yuan Yang, Xiang-Rong Zhang

IEEE transactions on multimedia

DOI

2024

MBSI-Net: Multimodal Balanced Self-Learning Interaction Network for Image Classification

Meng-Ru Ma, Wen-Ping Ma, Licheng Jiao, Xu Liu, Fang Liu, Ling-Ling Li, Shu-Yuan Yang

IEEE transactions on circuits and systems for video technology (Print)

DOI

2024

Intertemporal Interaction and Symmetric Difference Learning for Remote Sensing Image Change Captioning

Yunpeng Li, Xiang-Rong Zhang, Xina Cheng, Pu-Hua Chen, Licheng Jiao

IEEE Transactions on Geoscience and Remote Sensing

DOI

2024

Prior-Experience-Based Vision-Language Model for Remote Sensing Image-Text Retrieval

Xu Tang, Dabiao Huang, Jing-Jing Ma, Xiang-Rong Zhang, Fang Liu, Licheng Jiao

IEEE Transactions on Geoscience and Remote Sensing

DOI

2024

Heterogeneous Network-Based Contrastive Learning Method for PolSAR Land Cover Classification

Jianfeng Cai, Yue Ma, Zhi-Xi Feng, Shu-Yuan Yang, Licheng Jiao

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

DOI

2024

Expeditious Hyperspectral Image Classification With Inner and Outer Layered Transformer Using Feature Enhancement

Qianhui Sun, Xiao-Hua Zhang, Hong-Yun Meng, Shuxiang Xia, Licheng Jiao

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

DOI

2024

Multiple Hierarchical Cross-Scale Transformer for Remote Sensing Scene Classification

Dan Zhang, Wen-Ping Ma, Licheng Jiao, Xu Liu, Yu-Ting Yang, Fang Liu

Remote Sensing

DOI

2024

A Scalable Target Orientation Detection Method for Remote Sensing Images Based on Improved YOLOX Algorithm

Yangyang Li, Jiahao Shen, Rui-Jiao Liu, Xuanwei Guo, Yan-Qiao Chen, Rong-Hua Shang, Licheng Jiao

IEEE Geoscience and Remote Sensing Letters

DOI

2024

Model-Based Decomposition Feature Learning With Adversarial Prior

Chen Yang, Yue Hu, B. Hou, Bo Ren, Jocelyn Chanussot, Licheng Jiao

IEEE Geoscience and Remote Sensing Letters

DOI

2024

High-Order Relation Learning Transformer for Satellite Video Object Tracking

Xiaoyan Yang, Licheng Jiao, Yangyang Li, Xu Liu, Ling-Ling Li, Pu-Hua Chen, Fang Liu, Shu-Yuan Yang

IEEE Transactions on Geoscience and Remote Sensing

DOI

2024

Multi-View Feature Fusion and Visual Prompt for Remote Sensing Image Captioning

Shuang Wang, Qiaoling Lin, Xiutiao Ye, Yu Liao, Dou Quan, ZhongQian Jin, B. Hou, Licheng Jiao

IEEE Transactions on Geoscience and Remote Sensing

DOI

2024

Pixel-to-Abundance Translation: Conditional Generative Adversarial Networks Based on Patch Transformer for Hyperspectral Unmixing

Li Wang, Xiao-Hua Zhang, Jinhua Zhang, Hua Dong, Hong-Yun Meng, Licheng Jiao

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

DOI

2024

High-Low-Frequency Progressive-Guided Diffusion Model for PAN and MS Classification

Hao Zhu, Feng Yan, Pu-Te Guo, Xiao-Tong Li, B. Hou, Kefan Chen, Shuang Wang, Licheng Jiao

IEEE Transactions on Geoscience and Remote Sensing

DOI

2024

Improving the Multi-label Atomic Activity Recognition by Robust Visual Feature and Advanced Attention @ ROAD++ Atomic Activity Recognition 2024

Jia-Ming Cao, LingQi Wang, Ke-Xin Zhang, Yu-Ting Yang, Licheng Jiao, Yuwei Guo

arXiv.org

DOI

2024

Intra- and Intersource Interactive Representation Learning Network for Remote Sensing Images Classification

Wen-Ping Ma, Yanshan Guo, Hao Zhu, Xiaoyu Yi, Wenhao Zhao, Yue Wu, B. Hou, Licheng Jiao

IEEE Transactions on Geoscience and Remote Sensing

DOI

2024

LM-Net: A Lightweight Matching Network for Remote Sensing Image Matching and Registration

Dou Quan, Zhe Wang, Chonghua Lv, Shuang Wang, Yi Li, Bo Ren, Jocelyn Chanussot, Licheng Jiao

IEEE Transactions on Geoscience and Remote Sensing

DOI

2024

AutoSMC: An Automated Machine Learning Framework for Signal Modulation Classification

Yiran Wang, Jing Bai, Zhu Xiao, Zheng Chen, Yong Xiong, Hong-Bo Jiang, Licheng Jiao

IEEE Transactions on Information Forensics and Security

DOI

2024

Lightweight and Lifelong Hyperspectral Image Classification via Attention-Based Reservoir Computing

Anran Yuan, Dingchen Wang, Jing Bai, Zhu Xiao, Zhong-Rui Wang, Jianqing Li, Licheng Jiao

IEEE Transactions on Geoscience and Remote Sensing

DOI

2024

Integrating Prior Knowledge and Contrast Feature for Signal Modulation Classification

Jing Bai, Xuebo Liu, Yiran Wang, Zhu Xiao, Feng Chen, Huaji Zhou, Licheng Jiao

IEEE Internet of Things Journal

DOI

2024

Effective and Robust: A Discriminative Temporal Learning Transformer for Satellite Videos

Xin Zhang, Licheng Jiao, Ling-Ling Li, Xu Liu, Fang Liu, Shu-Yuan Yang

IEEE Transactions on Geoscience and Remote Sensing

DOI

2024

Decoupled Knowledge Distillation via Spatial Feature Blurring for Hyperspectral Image Classification

W. Xie, Zhezhe Zhang, Licheng Jiao, Jin Wang

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

DOI

2024

Rebalancing Gaussian Location Loss for High-Precision Detection on Remote Sensing Images

Zhonghua Li, B. Hou, Zitong Wu, Xianpeng Guo, Bo Ren, Zhong-Le Ren, Chen Yang, Licheng Jiao

IEEE Transactions on Geoscience and Remote Sensing

DOI

2024

Oversampling-Based Imbalanced Signal Modulation Classification via Cosine Distance and Distribution

Jing Bai, Haoran Li, Yiran Wang, Zhu Xiao, Huaji Zhou, Licheng Jiao

IEEE Internet of Things Journal

DOI

2024

EATDer: Edge-Assisted Adaptive Transformer Detector for Remote Sensing Change Detection

Jing-Jing Ma, Junyi Duan, Xu Tang, Xiang-Rong Zhang, Licheng Jiao

IEEE Transactions on Geoscience and Remote Sensing

DOI

2024

Lighter and Robust: A Rotation-Invariant Transformer for VHR Image Change Detection

Long Sun, Chao Li, Licheng Jiao, Ling-Ling Li, Xu Liu, Fang Liu, Shu-Yuan Yang, B. Hou

IEEE Transactions on Geoscience and Remote Sensing

DOI

2024

Significant Feature Elimination and Sample Assessment for Remote Sensing Small Objects’ Detection

Wen-Ping Ma, Xiaoteng Wang, Hao Zhu, Xiaoting Yang, Xiaoyu Yi, Licheng Jiao

IEEE Transactions on Geoscience and Remote Sensing

DOI

2024

ESDINet: Efficient Shallow-Deep Interaction Network for Semantic Segmentation of High-Resolution Aerial Images

Xiang-Rong Zhang, Zhenhang Weng, Peng Zhu, Xiao Han, Jin Zhu, Licheng Jiao

IEEE Transactions on Geoscience and Remote Sensing

DOI

2024

A Knowledge-Based Hierarchical Causal Inference Network for Video Action Recognition

Yang Liu, Fang Liu, Licheng Jiao, Qian-Yue Bao, Ling-Ling Li, Yuwei Guo, Pu-Hua Chen

IEEE transactions on multimedia

DOI

2024

SigDA: A Superimposed Domain Adaptation Framework for Automatic Modulation Classification

Shuang Wang, Hantong Xing, Chenxu Wang, Huaji Zhou, B. Hou, Licheng Jiao

IEEE Transactions on Wireless Communications

DOI

2024

Multiple Resolutions Detail Enhancement Network for Real-Time Image Semantic Segmentation

Jing Gu, Xin-Kai Sun, Jie Feng, Shu-Yuan Yang, Fang Liu, Licheng Jiao

IEEE Transactions on Artificial Intelligence

DOI

2024

Interactive Spectral-Spatial Transformer for Hyperspectral Image Classification

Liangliang Song, Zhi-Xi Feng, Shu-Yuan Yang, Xinyu Zhang, Licheng Jiao

IEEE transactions on circuits and systems for video technology (Print)

DOI

2024

Large-Scale Fine-Grained Building Classification and Height Estimation for Semantic Urban Reconstruction: Outcome of the 2023 IEEE GRSS Data Fusion Contest

Guozhang Liu, Baochai Peng, Ting Liu, Pan Zhang, Meng-Ke Yuan, Chao Lu, Ningning Cao, Sen Zhang, Simin Huang, Tao Wang, Xiaoqiang Lu, Licheng Jiao, Qiong Liu, Ling-Ling Li, Fang Liu, Xu Liu, Yu-Ting Yang, Kaiqiang Chen, Zhi-Yuan Yan, Deke Tang, Hai Huang, Michael Schmitt, Xian Sun, G. Vivone, C. Persello, Ronny Hänsch

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

DOI

2024

Evolutionary Complex-Valued CNN for PolSAR Image Classification

Meng-Xuan Zhang, Jingyuan Shi, Long Liu, Xi-Lu Wang, Licheng Jiao

IEEE International Joint Conference on Neural Network

DOI

2024

Object Knowledge Distillation for Joint Detection and Tracking in Satellite Videos

Wen-Hua Zhang, Wenjing Deng, Zhen Cui, Jia Liu, Licheng Jiao

IEEE Transactions on Geoscience and Remote Sensing

DOI

2024

MutSimNet: Mutually Reinforcing Similarity Learning for RS Image Change Detection

Xu Liu, Yu Liu, Licheng Jiao, Ling-Ling Li, Fang Liu, Shu-Yuan Yang, B. Hou

IEEE Transactions on Geoscience and Remote Sensing

DOI

2024

Parallel linearized ADMM with application to multichannel image restoration and reconstruction

Chuan He, Wen-Shen Peng, Jun-Wei Wang, Xiaowei Feng, Licheng Jiao

EURASIP Journal on Image and Video Processing

DOI

2024

Cross-Dataset Model Training for Hyperspectral Image Classification Using Self-Supervised Learning

Jing Bai, Zichen Zhou, Zheng Chen, Zhu Xiao, Erlong Wei, Yihong Wen, Licheng Jiao

IEEE Transactions on Geoscience and Remote Sensing

DOI

2024

A Multi-Modality Fusion and Gated Multi-Filter U-Net for Water Area Segmentation in Remote Sensing

Rongfang Wang, Chenchen Zhang, Chao Chen, H. Hao, Wei-Bin Li, Licheng Jiao

Remote Sensing

DOI

2024

ASIPNet: Orientation-Aware Learning Object Detection for Remote Sensing Images

Ru-Chan Dong, Shunyao Yin, Licheng Jiao, Jungang An, Wen-Jing Wu

Remote Sensing

DOI

2024

Self-Supervised Learning Guided by SAR Image Factors for Terrain Classification

Zhong-Le Ren, Zhe Du, Shao-Bo Liu, B. Hou, Wei-Bin Li, Hao Zhu, Bo Ren, Licheng Jiao

IEEE Transactions on Geoscience and Remote Sensing

DOI

2024

Few-Shot MS and PAN Joint Classification With Improved Cross-Source Contrastive Learning

Hao Zhu, Pu-Te Guo, B. Hou, Xiao-Tong Li, Chang-Zhe Jiao, Bo Ren, Licheng Jiao, Shuang Wang

IEEE Transactions on Geoscience and Remote Sensing

DOI

2024

$C^{2}N^{2}$: Complex-Valued Contourlet Neural Network

Mengkun Liu, Licheng Jiao, Xu Liu, Ling-Ling Li, Fang Liu, Shu-Yuan Yang, Yuwei Guo, Pu-Hua Chen

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

DOI

2024

Adaptive Feature Separation Network for Remote Sensing Object Detection

Wen-Ping Ma, Yi-Ting Wu, Hao Zhu, Wenhao Zhao, Yue Wu, B. Hou, Licheng Jiao

IEEE Transactions on Geoscience and Remote Sensing

DOI

2024

MGPACNet: A Multiscale Geometric Prior Aware Cross-Modal Network for Images Fusion Classification

Xue Song, Licheng Jiao, Ling-Ling Li, Fang Liu, Xu Liu, Shu-Yuan Yang, B. Hou

IEEE Transactions on Geoscience and Remote Sensing

DOI

2024

Relation Learning Reasoning Meets Tiny Object Tracking in Satellite Videos

Xiaoyan Yang, Licheng Jiao, Yangyang Li, Xu Liu, Fang Liu, Ling-Ling Li, Pu-Hua Chen, Shu-Yuan Yang

IEEE Transactions on Geoscience and Remote Sensing

DOI

2024

An attention-based, context-aware multimodal fusion method for sarcasm detection using inter-modality inconsistency

Yangyang Li, Yue-Lin Li, Shihuai Zhang, Guangyuan Liu, Yan-Qiao Chen, Rong-Hua Shang, Licheng Jiao

Knowledge-Based Systems

DOI

2024

A Quantum Evolutionary Learning Tracker for Video

Ruohan Zhang, Licheng Jiao, Ling-Ling Li, Xu Liu, F. Liu, Shu-Yuan Yang

IEEE Transactions on Evolutionary Computation

DOI

2024

An efficient evolutionary architecture search for variational autoencoder with alternating optimization and adaptive crossover

Rong-Hua Shang, Hang-Cheng Liu, Wenzheng Li, Wei-Tong Zhang, Teng Ma, Licheng Jiao

Swarm and Evolutionary Computation

DOI

2023

Automated algorithm design using proximal policy optimisation with identified features

Wenjie Yi, Rong Qu, Licheng Jiao

Expert Systems With Applications，Vol. 216

DOI

2023

类脑群体导航的机理与发展

李卫斌，杨东浩，李战斌，侯彪，焦李成

《航空兵器》

2023

AI赋能智能科学与技术专业课程教学探索

尚荣华，张玮桐，魏峻，侯晓慧，焦李成，任晋弘，谢琨

《计算机教育》

2023

ChatGPT简明教程

焦李成

《西安电子科技大学出版社》

2023

深度学习的理论基础与核心算法

焦李成

2023

《中国图象图形学报》复杂场景图像目标智能检测专栏简介

焦李成，高新波，韩军伟，李云松，白翔，杨淑媛，孟德宇，任文琦，石争浩，陈秀妍

《中国图象图形学报》

2023

神经形态器件的特性与发展

曹震，张浴轩，李灵蕾，郭璋，孙琦，曹荣荣，侯彪，焦李成

《电子学报》

2023

下一代深度学习的思考与若干问题

焦李成

《智能系统学报》

2023

专题序言一

焦李成

《人工智能》

2023

采用深度学习的极化SAR地物分类方法综述

谢雯，滑文强，焦李成，王若男

《西安电子科技大学学报》

2023

下一代人工智能与教育变革：挑战与机遇

焦李成

《在线学习》

2023

基于双模型交互学习的半监督医学图像分割

方超伟，李雪，李钟毓，焦李成，张鼎文

《自动化学报》

DOI

2023

Dual-Branch Spectral–Spatial Adversarial Representation Learning for Hyperspectral Image Classification With Few Labeled Samples

Cai-Hao Sun, Xiao-Hua Zhang, Hong-Yun Meng, Xiang-Hai Cao, Jinhua Zhang, Licheng Jiao

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

DOI

2023

A Patch Diversity Transformer for Domain Generalized Semantic Segmentation

Pei He, Licheng Jiao, Rong-Hua Shang, X. Liu, F. Liu, Shu-Yuan Yang, Xiang-Rong Zhang, Shuang Wang

IEEE Transactions on Neural Networks and Learning Systems

DOI

2023

Robust dual-graph discriminative NMF for data classification

Ge Lu, Chengcai Leng, Bing Li, Licheng Jiao, Anup Basu

Knowledge-Based Systems

DOI

2023

SSCFNet: A Spatial-Spectral Cross Fusion Network for Remote Sensing Change Detection

Jiahao Wang, F. Liu, Licheng Jiao, Hongya Wang, Huai Yang, Xu Liu, Ling-Ling Li, Pu-Hua Chen

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

DOI

2023

Self-Supervised Learning With Learnable Sparse Contrastive Sampling for Hyperspectral Image Classification

Miaomiao Liang, Jian Dong, Ling-Juan Yu, Xiangchun Yu, Zhe Meng, Licheng Jiao

IEEE Transactions on Geoscience and Remote Sensing

DOI

2023

Incremental Land Cover Classification via Label Strategy and Adaptive Weights

Bo Ren, Zhao Wang, B. Hou, Bo Liu, Zitong Wu, Jocelyn Chanussot, Licheng Jiao

IEEE Transactions on Geoscience and Remote Sensing

DOI

2023

MFGNet: Multibranch Feature Generation Networks for Few-Shot Remote Sensing Scene Classification

Xiang-Rong Zhang, Xiyu Fan, Guan-Chun Wang, Pu-Hua Chen, Xu Tang, Licheng Jiao

IEEE Transactions on Geoscience and Remote Sensing

DOI

2023

MOL: Towards accurate weakly supervised remote sensing object detection via Multi-view nOisy Learning

Guan-Chun Wang, Xiang-Rong Zhang, Zelin Peng, Xiu-Ping Jia, Xu Tang, Licheng Jiao

Isprs Journal of Photogrammetry and Remote Sensing

DOI

2023

SoftMatch Distance: A Novel Distance for Weakly-Supervised Trend Change Detection in Bi-Temporal Images

Yuqun Yang, Xu Tang, Xiang-Rong Zhang, Chang-Zhe Jiao, Jing-Jing Ma, Licheng Jiao

Pattern Recognition

DOI

2023

Contrastive Self-Supervised Clustering for Specific Emitter Identification

Xiao-Yang Hao, Zhi-Xi Feng, Ruoyu Liu, Shu-Yuan Yang, Licheng Jiao, Rong Luo

IEEE Internet of Things Journal

DOI

2023

Transformer Based Conditional GAN for Multimodal Image Fusion

Jun Zhang, Licheng Jiao, Wen-Ping Ma, F. Liu, X. Liu, Ling-Ling Li, Pu-Hua Chen, Shu-Yuan Yang

IEEE transactions on multimedia

DOI

2023

$D^{3}K$: Dynastic Data-Free Knowledge Distillation

Xiufang Li, Qi-Gong Sun, Licheng Jiao, F. Liu, Xu Liu, Ling-Ling Li, Pu-Hua Chen, Yi Zuo

IEEE transactions on multimedia

DOI

2023

Multi-model fusion for Aerial Vision and Dialog Navigation based on human attention aids

Xinyi Wang, Xuan Cui, Danxu Li, Fang Liu, Licheng Jiao

arXiv.org

DOI

2023

Boundary-Aware Multiscale Learning Perception for Remote Sensing Image Segmentation

Chao You, Licheng Jiao, Xu Liu, Ling-Ling Li, F. Liu, Wen-Ping Ma, Shu-Yuan Yang

IEEE Transactions on Geoscience and Remote Sensing

DOI

2023

High-Quality Angle Prediction for Oriented Object Detection in Remote Sensing Images

Guan-Chun Wang, Xiang-Rong Zhang, Peng Zhu, Xu Tang, Pu-Hua Chen, Licheng Jiao, Hui-Yu Zhou

IEEE Transactions on Geoscience and Remote Sensing

DOI

2023

Towards Better Stability and Adaptability: Improve Online Self-Training for Model Adaptation in Semantic Segmentation

Dong Zhao, Shuang Wang, Qi Zang, Dou Quan, Xiutiao Ye, Licheng Jiao

Computer Vision and Pattern Recognition

DOI

2023

Brain-Inspired Remote Sensing Interpretation: A Comprehensive Survey

Licheng Jiao, Zhongjian Huang, Xu Liu, Yu-Ting Yang, Meng-Ru Ma, Jia-Xuan Zhao, Chao You, B. Hou, Shu-Yuan Yang, F. Liu, Wen-Ping Ma, Ling-Ling Li, Pu-Hua Chen, Zhi-Xi Feng, Xu Tang, Yuwei Guo, Xiang-Rong Zhang, Dou Quan, Shuang Wang, Wei-Bin Li, Jing Bai, Yangyang Li, Rong-Hua Shang, Jie Feng

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

DOI

2023

Multi-Complementary Generative Adversarial Networks With Contrastive Learning for Hyperspectral Image Classification

Jie Feng, Zizhuo Gao, Rong-Hua Shang, Xiang-Rong Zhang, Licheng Jiao

IEEE Transactions on Geoscience and Remote Sensing

DOI

2023

Weak-to-Strong Consistency Learning for Semisupervised Image Segmentation

Xiaoqiang Lu, Licheng Jiao, Ling-Ling Li, F. Liu, Xu Liu, Shu-Yuan Yang, Zhi-Xi Feng, Pu-Hua Chen

IEEE Transactions on Geoscience and Remote Sensing

DOI

2023

Hierarchical Feature Fusion and Selection for Hyperspectral Image Classification

Zhi-Xi Feng, Xuehu Liu, Shu-Yuan Yang, Kai Zhang, Licheng Jiao

IEEE Geoscience and Remote Sensing Letters

DOI

2023

Interacting-Enhancing Feature Transformer for Cross-Modal Remote-Sensing Image and Text Retrieval

Xu Tang, Yijing Wang, Jing-Jing Ma, Xiang-Rong Zhang, F. Liu, Licheng Jiao

IEEE Transactions on Geoscience and Remote Sensing

DOI

2023

Efficient and Robust: A Cross-Modal Registration Deep Wavelet Learning Method for Remote Sensing Images

Dou Quan, Huiyuan Wei, Shuang Wang, Yi Li, J. Chanussot, Yanhe Guo, B. Hou, Licheng Jiao

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

DOI

2023

An Intelligent Application of Real Time Speed Estimation: An Enhanced Detection and Tracking Approach Towards Vehicle Speed Estimation

Ala Alsanabani, Ahed Abugabah, Licheng Jiao

International Conference on Compute and Data Analysis

DOI

2023

MinEnt: Minimum entropy for self-supervised representation learning

S. Li, F. Liu, Zehua Hao, Licheng Jiao, Xu Liu, Yuwei Guo

Pattern Recognition

DOI

2023

A Novel Discriminative Enhancement Method for Few-Shot Remote Sensing Image Scene Classification

Yan-Qiao Chen, Yangyang Li, He Mao, Guangyuan Liu, Xinghua Chai, Licheng Jiao

Remote Sensing

DOI

2023

Graph Representation Learning Meets Computer Vision: A Survey

Licheng Jiao, Jing Chen, F. Liu, Shu-Yuan Yang, Chao You, Xu Liu, Ling-Ling Li, B. Hou

IEEE Transactions on Artificial Intelligence

DOI

2023

SDANet: Semantic-Embedded Density Adaptive Network for Moving Vehicle Detection in Satellite Videos

Jie Feng, Yu-Ping Liang, Xiang-Rong Zhang, Jun-Peng Zhang, Licheng Jiao

IEEE Transactions on Image Processing

DOI

2023

Dual Wavelet Attention Networks for Image Classification

Yu-Ting Yang, Licheng Jiao, X. Liu, F. Liu, Shu-Yuan Yang, Ling-Ling Li, Pu-Hua Chen, Xiufang Li, Zhongjian Huang

IEEE transactions on circuits and systems for video technology (Print)

DOI

2023

Explore the Influence of Shallow Information on Point Cloud Registration

Wen-Ping Ma, Mingyu Yue, Yue Wu, Yongzhe Yuan, Hao Zhu, B. Hou, Licheng Jiao

IEEE Transactions on Neural Networks and Learning Systems

DOI

2023

DFAT: Dynamic Feature-Adaptive Tracking

Wen-Hua Zhang, Licheng Jiao, F. Liu, Shu-Yuan Yang, Jia Liu

IEEE transactions on circuits and systems for video technology (Print)

DOI

2023

CSLT: Contourlet-Based Siamese Learning Tracker for Dim and Small Targets in Satellite Videos

Yi-Nan Wu, Licheng Jiao, Fang Liu, Zhaoliang Pi, Xu Liu, Ling-Ling Li, Shu-Yuan Yang

IEEE Transactions on Geoscience and Remote Sensing

DOI

2023

Localizing From Classification: Self-Directed Weakly Supervised Object Localization for Remote Sensing Images

Jing Bai, Junjie Ren, Zhu Xiao, Zheng Chen, Chengxi Gao, T. Ali, Licheng Jiao

IEEE Transactions on Neural Networks and Learning Systems

DOI

2023

Spectral-Spatial Distribution Consistent Network Based on Meta-Learning for Cross-Domain Hyperspectral Image Classification

Xiang-Rong Zhang, Qi Zhen, Zhen-Yu Li, Xiao Han, Pu-Hua Chen, Xu Tang, Licheng Jiao

IEEE Transactions on Geoscience and Remote Sensing

DOI

2023

Generalized few-shot object detection in remote sensing images

Tian-Yang Zhang, Xiang-Rong Zhang, Peng Zhu, Xiu-Ping Jia, Xu Tang, Licheng Jiao

Isprs Journal of Photogrammetry and Remote Sensing

DOI

2023

Dense Cross-Scale Transformer with Channel Learning for Remote Sensing Scene Classification

Dan Zhang, Yu-Ting Yang, Xu Liu, Wen-Ping Ma, Licheng Jiao

IEEE International Geoscience and Remote Sensing Symposium

DOI

2023

Select, Purify, and Exchange: A Multisource Unsupervised Domain Adaptation Method for Building Extraction

Shuang Wang, Qi Zang, Dong Zhao, Chaowei Fang, Dou Quan, Yu-Tong Wan, Yanhe Guo, Licheng Jiao

IEEE Transactions on Neural Networks and Learning Systems

DOI

2023

An Improved Neural Network Classification Algorithm by Expanding Training Samples for Polarimetric SAR Application

Jing Chen, B. Hou, Bo Ren, Qian Wu, Licheng Jiao

IEEE Transactions on Geoscience and Remote Sensing

DOI

2023

Transformer-Based Masked Autoencoder With Contrastive Loss for Hyperspectral Image Classification

Xiang-Hai Cao, Haifeng Lin, Shuaixu Guo, T. Xiong, Licheng Jiao

IEEE Transactions on Geoscience and Remote Sensing

DOI

2023

Knowledge Decomposition and Replay: A Novel Cross-modal Image-Text Retrieval Continual Learning Method

Rui Yang, Shuang Wang, Huan Zhang, Siyuan Xu, Yanhe Guo, Xiutiao Ye, B. Hou, Licheng Jiao

ACM Multimedia

DOI

2023

Brain-Inspired Remote Sensing Foundation Models and Open Problems: A Comprehensive Survey

Licheng Jiao, Zhongjian Huang, Xiaoqiang Lu, Xu Liu, Yu-Ting Yang, Jia-Xuan Zhao, Jin-Yue Zhang, B. Hou, Shu-Yuan Yang, F. Liu, Wen-Ping Ma, Ling-Ling Li, Xiang-Rong Zhang, Pu-Hua Chen, Zhi-Xi Feng, Xu Tang, Yuwei Guo, Dou Quan, Shuang Wang, Wei-Bin Li, Jing Bai, Yangyang Li, Rong-Hua Shang, Jie Feng

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

DOI

2023

Swin Resnetswin Transformers for Change Detection in Remote Sensing Images

Xu Liu, Yu Liu, Licheng Jiao, Ling-Ling Li, Fang Liu, Dan Zhang

IEEE International Geoscience and Remote Sensing Symposium

DOI

2023

Multi-Source Interactive Stair Attention for Remote Sensing Image Captioning

Xiang-Rong Zhang, Yunpeng Li, Xin Wang, Feixiang Liu, Zhaoli Wu, Xina Cheng, Licheng Jiao

Remote Sensing

DOI

2023

Deep Graph-Convolutional Generative Adversarial Network for Semi-Supervised Learning on Graphs

Nan Jia, Xiao-Lin Tian, Wen-Xing Gao, Licheng Jiao

Remote Sensing

DOI

2023

Discrepant Bi-Directional Interaction Fusion Network for Hyperspectral and LiDAR Data Classification

Liangliang Song, Zhi-Xi Feng, Shu-Yuan Yang, Xinyu Zhang, Licheng Jiao

IEEE Geoscience and Remote Sensing Letters

DOI

2023

Precise crop classification of UAV hyperspectral imagery using kernel tensor slice sparse coding based classifier

Lixia Yang, Jinwei Chen, Rui Zhang, Shu-Yuan Yang, Xinyu Zhang, Licheng Jiao

Neurocomputing

DOI

2023

Transformer Meets Remote Sensing Video Detection and Tracking: A Comprehensive Survey

Licheng Jiao, Xin Zhang, Xu Liu, F. Liu, Shu-Yuan Yang, Wen-Ping Ma, Ling-Ling Li, Pu-Hua Chen, Zhi-Xi Feng, Yuwei Guo, Xu Tang, B. Hou, Xiang-Rong Zhang, Jing Bai, Dou Quan, Jun-Peng Zhang

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

DOI

2023

An Adaptive Migration Collaborative Network for Multimodal Image Classification

Wen-Ping Ma, Meng-Ru Ma, Licheng Jiao, F. Liu, Hao Zhu, X. Liu, Shu-Yuan Yang, B. Hou

IEEE Transactions on Neural Networks and Learning Systems

DOI

2023

An Explainable Spatial–Frequency Multiscale Transformer for Remote Sensing Scene Classification

Yu-Ting Yang, Licheng Jiao, F. Liu, Xu Liu, Ling-Ling Li, Pu-Hua Chen, Shu-Yuan Yang

IEEE Transactions on Geoscience and Remote Sensing

DOI

2023

Cross-Modal Contrastive Learning for Remote Sensing Image Classification

Zhi-Xi Feng, Liangliang Song, Shu-Yuan Yang, Xinyu Zhang, Licheng Jiao

IEEE Transactions on Geoscience and Remote Sensing

DOI

2023

RGMIL: Guide Your Multiple-Instance Learning Model with Regressor

Zhaolong Du, Shasha Mao, Yimeng Zhang, S. Gou, Licheng Jiao, Lin Xiong

Neural Information Processing Systems

DOI

2023

Siamese Multi-Scale Adaptive Search Network for Remote Sensing Single-Object Tracking

B. Hou, Yanyu Cui, Zhong-Le Ren, Zhihao Li, Shuang Wang, Licheng Jiao

Remote Sensing

DOI

2023

Remote Sensing Image Change Detection Based on Deep Multi-Scale Multi-Attention Siamese Transformer Network

Meng-jiao Zhang, Zhao Liu, Jie Feng, Long Liu, Licheng Jiao

Remote Sensing

DOI

2023

Semi-supervised feature learning for disjoint hyperspectral imagery classification

Xiang-Hai Cao, Chenguang Li, Jie Feng, Licheng Jiao

Neurocomputing

DOI

2023

Contrastive Learning Based on Multiscale Hard Features for Remote-Sensing Image Scene Classification

Zhihao Li, B. Hou, Xianpeng Guo, Siteng Ma, Yanyu Cui, Shuang Wang, Licheng Jiao

IEEE Transactions on Geoscience and Remote Sensing

DOI

2023

Multicue Contrastive Self-Supervised Learning for Change Detection in Remote Sensing

Meijuan Yang, Licheng Jiao, Fang Liu, B. Hou, Shu-Yuan Yang, Ya-Ke Zhang, Jianlong Wang

IEEE Transactions on Geoscience and Remote Sensing

DOI

2023

Multipretext-Task Prototypes Guided Dynamic Contrastive Learning Network for Few-Shot Remote Sensing Scene Classification

Jing-Jing Ma, Wei-Quan Lin, Xu Tang, Xiang-Rong Zhang, Fang Liu, Licheng Jiao

IEEE Transactions on Geoscience and Remote Sensing

DOI

2023

A Spatial Hierarchical Reasoning Network for Remote Sensing Visual Question Answering

Zixiao Zhang, Licheng Jiao, Ling-Ling Li, Xu Liu, Pu-Hua Chen, F. Liu, Yuxuan Li, Zhicheng Guo

IEEE Transactions on Geoscience and Remote Sensing

DOI

2023

Kernel Tensor Sparse Coding Model for Precise Crop Classification of UAV Hyperspectral Image

Lixia Yang, Rui Zhang, Ya-Jun Bao, Shu-Yuan Yang, Licheng Jiao

IEEE Geoscience and Remote Sensing Letters

DOI

2023

Robust and Effective: A Deep Matrix Factorization Framework for Classification

Chenxi Tian, Licheng Jiao, F. Liu, X. Liu, Shu-Yuan Yang

IEEE Transactions on Neural Networks and Learning Systems

DOI

2023

Trident Cooperation Network for Building Extraction and Height Estimation

Xiaoqiang Lu, Licheng Jiao, Qiong Liu, Ling-Ling Li, Fang Liu, Xu Liu, Yu-Ting Yang

IEEE International Geoscience and Remote Sensing Symposium

DOI

2023

Multi-Class Double-Transformation Network for SAR Image Registration

Xiaozheng Deng, Shasha Mao, Jinyuan Yang, Shiming Lu, S. Gou, Youming Zhou, Licheng Jiao

Remote Sensing

DOI

2023

Triple Contrastive Representation Learning for Hyperspectral Image Classification With Noisy Labels

Xinyu Zhang, Shu-Yuan Yang, Zhi-Xi Feng, Liangliang Song, Yan-Tao Wei, Licheng Jiao

IEEE Transactions on Geoscience and Remote Sensing

DOI

2023

Learning consensus-aware semantic knowledge for remote sensing image captioning

Yunpeng Li, Xiang-Rong Zhang, Xina Cheng, Xu Tang, Licheng Jiao

Pattern Recognition

DOI

2023

Reg-Superpixel Guided Convolutional Neural Network of PolSAR Image Classification Based on Feature Selection and Receptive Field Reconstruction

Rong-Hua Shang, Keyao Zhu, Jie Feng, Chao Wang, Licheng Jiao, Songhua Xu

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

DOI

2023

GeoFormer: A Geometric Representation Transformer for Change Detection

Jia-Xuan Zhao, Licheng Jiao, Chao Wang, Xu Liu, Fang Liu, Ling-Ling Li, Shu-Yuan Yang

IEEE Transactions on Geoscience and Remote Sensing

DOI

2023

A Dual-Stream Transformer With Diff-Attention for Multispectral and Panchromatic Classification

Linlin Xu, Hao Zhu, Licheng Jiao, Wenhao Zhao, Xiao-Tong Li, B. Hou, Zhong-Le Ren, Wen-Ping Ma

IEEE Transactions on Geoscience and Remote Sensing

DOI

2023

Semantic modeling of hyperspectral target detection with weak labels

Chang-Zhe Jiao, Bowu Yang, Li-Rong Liu, Chao Chen, Xiaoying Chen, Wensha Yang, Licheng Jiao

Signal Processing

DOI

2023

A Strong Vision Transformer Adapter with Adaptive Thresholding for fine-Grained Building Classification

Xiaoqiang Lu, Licheng Jiao, Qiong Liu, Ling-Ling Li, Fang Liu, Xu Liu, Yu-Ting Yang

IEEE International Geoscience and Remote Sensing Symposium

DOI

2023

Automatic Modulation Classification via Meta-Learning

Xiao-Yang Hao, Zhi-Xi Feng, Shu-Yuan Yang, Min Wang, Licheng Jiao

IEEE Internet of Things Journal

DOI

2023

CCNR: Cross-regional context and noise regularization for SAR image segmentation

Zitong Wu, B. Hou, Xianpeng Guo, Bo Ren, Zhonghua Li, Shuang Wang, Licheng Jiao

International Journal of Applied Earth Observation and Geoinformation

DOI

2023

Multiresolution Interpretable Contourlet Graph Network for Image Classification

Jing Chen, Licheng Jiao, X. Liu, F. Liu, Ling-Ling Li, Shu-Yuan Yang

IEEE Transactions on Neural Networks and Learning Systems

DOI

2023

Unsupervised Prototype-Wise Contrastive Learning for Domain Adaptive Semantic Segmentation in Remote Sensing Image

Siteng Ma, B. Hou, Xianpeng Guo, Zitong Wu, Zhihao Li, Hang Wu, Licheng Jiao

IEEE Transactions on Geoscience and Remote Sensing

DOI

2023

Hyperspectral Image Classification Using Geometric Spatial–Spectral Feature Integration: A Class Incremental Learning Approach

Jing Bai, Ruotong Liu, Hai-Sheng Zhao, Zhu Xiao, Zheng Chen, Wei Shi, Yong Xiong, Licheng Jiao

IEEE Transactions on Geoscience and Remote Sensing

DOI

2023

Weakly-Supervised Semantic Feature Refinement Network for MMW Concealed Object Detection

S. Gou, Xinlin Wang, Shasha Mao, Licheng Jiao, Z. Liu, Yinghai Zhao

IEEE transactions on circuits and systems for video technology (Print)

DOI

2023

Gaussian Synthesis for High-Precision Location in Oriented Object Detection

Zhonghua Li, B. Hou, Zitong Wu, Bo Ren, Zhong-Le Ren, Licheng Jiao

IEEE Transactions on Geoscience and Remote Sensing

DOI

2023

Knowledge transduction for cross-domain few-shot learning

Peng-Fang Li, F. Liu, Licheng Jiao, S. Li, Ling-Ling Li, Xu Liu, Xin-Yan Huang

Pattern Recognition

DOI

2023

Automatic Aug-Aware Contrastive Proposal Encoding for Few-Shot Object Detection of Remote Sensing Images

Si-Teng Ma, B. Hou, Zitong Wu, Zhihao Li, Xianpeng Guo, Bo Ren, Licheng Jiao

IEEE Transactions on Geoscience and Remote Sensing

DOI

2023

Deep radio signal clustering with interpretability analysis based on saliency map

Huaji Zhou, Jing Bai, Yiran Wang, Junjie Ren, Xiao-Niu Yang, Licheng Jiao

Digit. Commun. Networks

DOI

2023

SAGN: Semantic-Aware Graph Network for Remote Sensing Scene Classification

Yuqun Yang, Xu Tang, Yiu-Ming Cheung, Xiang-Rong Zhang, Licheng Jiao

IEEE Transactions on Image Processing

DOI

2023

Semantics and Spatial Structures Guided Point Cloud Registration

Xina Cheng, Jialiang Wang, Yichi Zhang, Licheng Jiao

2023 International Conference on Sensing, Measurement & Data Analytics in the era of Artificial Intelligence (ICSMD)

DOI

2023

Curvelet Adversarial Augmented Neural Network for SAR Image Classification

Ya-Ke Zhang, F. Liu, Licheng Jiao, Shu-Yuan Yang, Ling-Ling Li, Meijuan Yang, Jianlong Wang, Xu Liu

IEEE Transactions on Geoscience and Remote Sensing

DOI

2023

WNet: W-Shaped Hierarchical Network for Remote-Sensing Image Change Detection

Xu Tang, Tianxiang Zhang, Jing-Jing Ma, Xiang-Rong Zhang, F. Liu, Licheng Jiao

IEEE Transactions on Geoscience and Remote Sensing

DOI

2023

CAST: A Cascade Spectral-Aware Transformer for Hyperspectral Image Change Detection

Xiang-Rong Zhang, Shunli Tian, Guan-Chun Wang, Xu Tang, Jie Feng, Licheng Jiao

IEEE Transactions on Geoscience and Remote Sensing

DOI

2023

Adaptive Self-Supervised SAR Image Registration With Modifications of Alignment Transformation

Shasha Mao, Jinyuan Yang, S. Gou, Kai-liang Lu, Licheng Jiao, T. Xiong, Lin Xiong

IEEE Transactions on Geoscience and Remote Sensing

DOI

2023

Changes-Aware Transformer: Learning Generalized Changes Representation

Dan Wang, Licheng Jiao, Jing Chen, Shu-Yuan Yang, Fang Liu

arXiv.org

DOI

2023

Unsupervised SAR Image Change Detection Based on Feature Fusion of Information Transfer

Jing-Jing Ma, Desheng Li, Xu Tang, Yuqun Yang, Xiang-Rong Zhang, Licheng Jiao

IEEE Geoscience and Remote Sensing Letters

DOI

2023

Semantics and Contour Based Interactive Learning Network for Building Footprint Extraction

Xiaoqian Zhu, Xiang-Rong Zhang, Tian-Yang Zhang, Xu Tang, Pu-Hua Chen, Hui-Yu Zhou, Licheng Jiao

IEEE Transactions on Geoscience and Remote Sensing

DOI

2023

A Novel Coarse-to-Fine Deep Learning Registration Framework for Multimodal Remote Sensing Images

Dou Quan, Huiyuan Wei, Shuang Wang, Yu Gu, B. Hou, Licheng Jiao

IEEE Transactions on Geoscience and Remote Sensing

DOI

2023

Multisource Joint Representation Learning Fusion Classification for Remote Sensing Images

Xueli Geng, Licheng Jiao, Ling-Ling Li, F. Liu, Xu Liu, Shu-Yuan Yang, Xiang-Rong Zhang

IEEE Transactions on Geoscience and Remote Sensing

DOI

2023

A Spatial–Spectral Bilinear Representation Fusion Network for Multimodal Classification

Xue Song, Ling-Ling Li, Licheng Jiao, Fang Liu, Xu Liu, Shu-Yuan Yang

IEEE Transactions on Geoscience and Remote Sensing

DOI

2023

Separating Noisy Samples From Tail Classes for Long-Tailed Image Classification With Label Noise

Chaowei Fang, Lechao Cheng, Yi-Ning Mao, Ding-Wen Zhang, Yi-Xiang Fang, Guan-Bin Li, Huiyan Qi, Licheng Jiao

IEEE Transactions on Neural Networks and Learning Systems

DOI

2023

Knowledge transfer evolutionary search for lightweight neural architecture with dynamic inference

Xiaoxue Qian, F. Liu, Licheng Jiao, Xiang-Rong Zhang, Xin-Yan Huang, S. Li, Pu-Hua Chen, Xu Liu

Pattern Recognition

DOI

2023

Dual-View Hyperspectral Anomaly Detection via Spatial Consistency and Spectral Unmixing

Jingyan Zhang, Xiang-Rong Zhang, Licheng Jiao

Remote Sensing

DOI

2023

Bidirectional Multiple Object Tracking Based on Trajectory Criteria in Satellite Videos

Jin-Yue Zhang, Xiang-Rong Zhang, Zhongjian Huang, Xina Cheng, Jie Feng, Licheng Jiao

IEEE Transactions on Geoscience and Remote Sensing

DOI

2023

A Novel Deep Nearest Neighbor Neural Network for Few-Shot Remote Sensing Image Scene Classification

Yan-Qiao Chen, Yangyang Li, He Mao, Xinghua Chai, Licheng Jiao

Remote Sensing

DOI

2023

A multimodal hyper-fusion transformer for remote sensing image classification

Meng-Ru Ma, Wen-Ping Ma, Licheng Jiao, X. Liu, Ling-Ling Li, Zhi-Xi Feng, F. Liu, Shu-Yuan Yang

Information Fusion

DOI

2023

Which Target to Focus on: Class-Perception for Semantic Segmentation of Remote Sensing

Long Sun, Ling-Ling Li, Yilin Shao, Licheng Jiao, Xu Liu, Pu-Hua Chen, F. Liu, Shu-Yuan Yang, B. Hou

IEEE Transactions on Geoscience and Remote Sensing

DOI

2023

SSMU-Net: A Style Separation and Mode Unification Network for Multimodal Remote Sensing Image Classification

Yi Han, Hao Zhu, Licheng Jiao, Xiaoyu Yi, Xiao-Tong Li, B. Hou, Wen-Ping Ma, Shuang Wang

IEEE Transactions on Geoscience and Remote Sensing

DOI

2023

Semantic Correntropy Representation for Hyperspectral Image Classification

Xinyu Zhang, Zhi-Xi Feng, Shu-Yuan Yang, Yan-Tao Wei, Liangliang Song, Lixia Yang, Licheng Jiao

IEEE Transactions on Instrumentation and Measurement

DOI

2023

Achieving Better Category Separability for Hyperspectral Image Classification: A Spatial–Spectral Approach

Jing Bai, Wei Shi, Zhu Xiao, T. Ali, Fa-Wang Ye, Licheng Jiao

IEEE Transactions on Neural Networks and Learning Systems

DOI

2023

MR-Selection: A Meta-Reinforcement Learning Approach for Zero-Shot Hyperspectral Band Selection

Jie Feng, Gaiqin Bai, Di Li, Xiang-Rong Zhang, Rong-Hua Shang, Licheng Jiao

IEEE Transactions on Geoscience and Remote Sensing

DOI

2023

Predicting and Enhancing the Fairness of DNNs With the Curvature of Perceptual Manifolds

Yanbiao Ma, Licheng Jiao, F. Liu, Mao-Ji Wen, Ling-Ling Li, Wen-Ping Ma, Shu-Yuan Yang, Xu Liu, Pu-Hua Chen

IEEE Transactions on Pattern Analysis and Machine Intelligence

DOI

2023

A Fast Evolutionary Knowledge Transfer Search for Multiscale Deep Neural Architecture

Ruohan Zhang, Licheng Jiao, Dan Wang, F. Liu, X. Liu, Shu-Yuan Yang

IEEE Transactions on Neural Networks and Learning Systems

DOI

2023

Visual explanations with detailed spatial information for remote sensing image classification via channel saliency

Xianpeng Guo, B. Hou, Chen Yang, Si-Teng Ma, Bo Ren, Shuang Wang, Licheng Jiao

International Journal of Applied Earth Observation and Geoinformation

DOI

2023

Gradient Correction for White-Box Adversarial Attacks

Hong-Ying Liu, Zhijin Ge, Zhenyu Zhou, Fan-Hua Shang, Yuan-Yuan Liu, Licheng Jiao

IEEE Transactions on Neural Networks and Learning Systems

DOI

2023

Cosine Multilinear Principal Component Analysis for Recognition

Feng Han, Chengcai Leng, Bing Li, Anup Basu, Licheng Jiao

IEEE Transactions on Big Data

DOI

2023

A Complex-Former Tracker With Dynamic Polar Spatio-Temporal Encoding

Xiao-Tong Li, Licheng Jiao, Hao Zhu, Zhongjian Huang, F. Liu, Ling-Ling Li, Pu-Hua Chen, Shu-Yuan Yang

IEEE Transactions on Neural Networks and Learning Systems

DOI

2023

DiffUCD: Unsupervised Hyperspectral Image Change Detection with Semantic Correlation Diffusion Model

Xiang-Rong Zhang, Shunli Tian, Guan-Chun Wang, Hui-Yu Zhou, Licheng Jiao

arXiv.org

DOI

2023

SDCDNet: A Semi-Dual Change Detection Network Framework With Super-Weak Label for Remote Sensing Image

Jiahao Wang, F. Liu, Hongya Wang, Xu Liu, Licheng Jiao, Huai Yang, Ling-Ling Li, Pu-Hua Chen

IEEE Transactions on Geoscience and Remote Sensing

DOI

2023

Task context transformer and GCN for few-shot learning of cross-domain

Peng-Fang Li, F. Liu, Licheng Jiao, Ling-Ling Li, Pu-Hua Chen, S. Li

Neurocomputing

DOI

2023

Complete Rotated Localization Loss Based on Super-Gaussian Distribution for Remote Sensing Images

Zhonghua Li, B. Hou, Zitong Wu, Zhengxian Guo, Bo Ren, Xianpeng Guo, Licheng Jiao

IEEE Transactions on Geoscience and Remote Sensing

DOI

2023

Smart Application for Real Time Detection: An Improved Lightweight Detector for Real-Time Vehicle Detection

Ala Alsanabani, Ahed Abugabah, Licheng Jiao

International Conference on Ubiquitous and Future Networks

DOI

2023

Automated Design of Metaheuristics Using Reinforcement Learning Within a Novel General Search Framework

Wenjie Yi, Rong Qu, Licheng Jiao, B. Niu

IEEE Transactions on Evolutionary Computation

DOI

2023

Evolutionary architecture search via adaptive parameter control and gene potential contribution

Rong-Hua Shang, Songling Zhu, Hang-Cheng Liu, Teng Ma, Wei-Tong Zhang, Jie Feng, Licheng Jiao, R. Stolkin

Swarm and Evolutionary Computation

DOI

2023

Multi-Angle Models and Lightweight Unbiased Decoding-Based Algorithm for Human Pose Estimation

Jiang-ping He, Wei-Tong Zhang, Rong-Hua Shang, Jie Feng, Licheng Jiao

International journal of pattern recognition and artificial intelligence

DOI

2023

Improved Bilinear Pooling With Pseudo Square-Rooted Matrix

Si-Xiang Xu, D. Muselet, A. Trémeau, Licheng Jiao

IEEE Signal Processing Letters

DOI

2023

Community evolution prediction based on a self-adaptive timeframe in social networks

Jing-Yi Ding, Tiwen Wang, Ruohui Cheng, Licheng Jiao, Jian-She Wu, Jing Bai

Knowledge-Based Systems

DOI

2023

A Multi-objective Complex Network Pruning Framework Based on Divide-and-conquer and Global Performance Impairment Ranking

Rong-Hua Shang, Songling Zhu, Yinan Wu, Wei-Tong Zhang, Licheng Jiao, Songhua Xu

2023

DynamicKD: An Effective Knowledge Distillation via Dynamic Entropy Correction-Based Distillation for Gap Optimizing

Songling Zhu, Rong-Hua Shang, Bo Yuan, Wei-Tong Zhang, Wenjie Li, Yangyang Li, Licheng Jiao

Pattern Recognition

DOI

2023

Adaptive graph regularization and self-expression for noise-aware feature selection

Rong-Hua Shang, Haijing Chi, Yangyang Li, Licheng Jiao

Neurocomputing

DOI

2023

Unsupervised feature selection via discrete spectral clustering and feature weights

Rong-Hua Shang, Jiarui Kong, Lu-Juan Wang, Wei-Tong Zhang, Chao Wang, Yangyang Li, Licheng Jiao

Neurocomputing

DOI

2023

Multi-teacher knowledge distillation based on joint Guidance of Probe and Adaptive Corrector

Rong-Hua Shang, Wenzheng Li, Songling Zhu, Licheng Jiao, Yangyang Li

Neural Networks

DOI

2023

EQNAS: Evolutionary Quantum Neural Architecture Search for Image Classification

Yangyang Li, Rui-Jiao Liu, Xiaobin Hao, Rong-Hua Shang, Peixiang Zhao, Licheng Jiao

Neural Networks

DOI

2023

Large-scale community detection based on core node and layer-by-layer label propagation

Wei-Tong Zhang, Rong-Hua Shang, Licheng Jiao

Information Sciences

DOI

2023

Bi-Level Multiobjective Evolutionary Learning: A Case Study on Multitask Graph Neural Topology Search

Chao Wang, Licheng Jiao, Jia-Xuan Zhao, Ling-Ling Li, Xu Liu, F. Liu, Shu-Yuan Yang

IEEE Transactions on Evolutionary Computation

DOI

2022

Feature selection via Non-convex constraint and latent representation learning with Laplacian embedding

Ronghua Shang, Jiarui Kong, Jie Feng, Licheng Jiao

Expert Systems With Applications，Vol. 208

DOI

2022

Ageing and degeneration analysis using ageing-related dynamic attention on lateral cephalometric radiographs

Zhiyong Zhang, Ningtao Liu, Zhang Guo, Licheng Jiao, Aaron Fenster, Wenfan Jin, Yuxiang Zhang, Jie Chen, Chunxia Yan, Shuiping Gou

Npj Digital Medicine，Vol. 5, No. 10

DOI

2022

类脑感知与认知的挑战与思考

焦李成

《智能系统学报》

2022

基于生成对抗网络的数据增强方法及应用

周华吉，焦李成，徐杰，沈伟国，王巍，楼财义

《太赫兹科学与电子信息学报》

2022

嵌入标签语义的元特征再学习和重加权小样本目标检测

李鹏芳，刘芳，李玲玲，刘旭，冯志玺，焦李成，熊怡梦

《计算机学报》

2022

基于散射图卷积网络的PolSAR影像地物分类

刘旭，李玲玲，刘芳，杨淑媛，侯彪，焦李成

《中国科学:信息科学》

2022

深度神经网络FPGA设计进展、实现与展望

焦李成，孙其功，杨育婷，冯雨歆，李秀芳

《计算机学报》

2022

Entire Deformable ConvNets for semantic segmentation

Bing-Qi Yu, Licheng Jiao, Xu Liu, Ling-Ling Li, Fang Liu, Shu-Yuan Yang, Xu Tang

Knowledge-Based Systems

DOI

2022

Uncorrelated feature selection via sparse latent representation and extended OLSDA

Rong-Hua Shang, Jiarui Kong, Wei-Tong Zhang, Jie Feng, Licheng Jiao, R. Stolkin

Pattern Recognition

DOI

2022

RSMatch: Semi-supervised Learning with Adaptive Category-Related Pseudo Labeling for Remote Sensing Scene Classification

Wei-Quan Lin, Jing-Jing Ma, Xu Tang, Xiang-Rong Zhang, Licheng Jiao

International Conference on Interaction Sciences

DOI

2022

EMTCAL: Efficient Multiscale Transformer and Cross-Level Attention Learning for Remote Sensing Scene Classification

Xu Tang, Mingteng Li, Jing-Jing Ma, Xiang-Rong Zhang, F. Liu, Licheng Jiao

IEEE Transactions on Geoscience and Remote Sensing

DOI

2022

SMD-Net: Siamese Multi-Scale Difference-Enhancement Network for Change Detection in Remote Sensing

Xiang-Rong Zhang, L. He, Kai A. Qin, Qi Dang, Hongjie Si, Xu Tang, Licheng Jiao

Remote Sensing

DOI

2022

Adaptively Enhancing Facial Expression Crucial Regions via a Local Non-local Joint Network

Guanghui Shi, Shasha Mao, S. Gou, D. Yan, Licheng Jiao, Lin Xiong

Machine Intelligence Research

DOI

2022

RCNN-GAN: An Enhanced Deep Learning Approach Towards Detection of Road Cracks

Shadrack Fred Mahenge, S. Wambura, Licheng Jiao

International Conference on Compute and Data Analysis

DOI

2022

Hierarchical Scene Normality-Binding Modeling for Anomaly Detection in Surveillance Videos

Qian-Yue Bao, F. Liu, Yang Liu, Licheng Jiao, Xu Liu, Ling-Ling Li

ACM Multimedia

DOI

2022

Augmentation Based Synthetic Sampling and Ensemble Techniques for Imbalanced Data Classification

Wakjira Mulugeta Asefaw, Rong-Hua Shang, M. A. Okoth, Licheng Jiao

International Conference on Interaction Sciences

DOI

2022

Graph label prediction based on local structure characteristics representation

Jing-Yi Ding, Ruohui Cheng, Jian Song, Xiang-Rong Zhang, Licheng Jiao, Jian-She Wu

Pattern Recognition

DOI

2022

Tracking Multi-objects with Anchor-Free Siamese Network

Bingyu Hui, Jie Feng, Quanhe Yao, Jing Gu, Licheng Jiao

International Conference on Interaction Sciences

DOI

2022

Sparse and low-dimensional representation with maximum entropy adaptive graph for feature selection

Rong-Hua Shang, Xinlei Zhang, Jie Feng, Yangyang Li, Licheng Jiao

Neurocomputing

DOI

2022

Feature Split–Merge–Enhancement Network for Remote Sensing Object Detection

Wen-Ping Ma, Na Li, Hao Zhu, Licheng Jiao, Xu Tang, Yuwei Guo, B. Hou

IEEE Transactions on Geoscience and Remote Sensing

DOI

2022

Few-Shot Hyperspectral Image Classification Based on Adaptive Subspaces and Feature Transformation

Jing Bai, Shao-Jie Huang, Zhu Xiao, Xian-Min Li, Yongdong Zhu, Amelia C. Regan, Licheng Jiao

IEEE Transactions on Geoscience and Remote Sensing

DOI

2022

Contrastive Learning-Based Dual Dynamic GCN for SAR Image Scene Classification

Fang Liu, Xiaoxue Qian, Licheng Jiao, Xiang-Rong Zhang, Ling-Ling Li, Yuanhao Cui

IEEE Transactions on Neural Networks and Learning Systems

DOI

2022

Prob-POS: A Framework for Improving Visual Explanations from Convolutional Neural Networks for Remote Sensing Image Classification

Xianpeng Guo, B. Hou, Zitong Wu, Bo Ren, Shuang Wang, Licheng Jiao

Remote Sensing

DOI

2022

Simplified Nonlocal Network Based on Adaptive Projection Attention Method for Hyperspectral Image Classification

Rong-Hua Shang, Wenjie Li, Wei-Tong Zhang, Jie Feng, Yangyang Li, Licheng Jiao

IEEE Transactions on Geoscience and Remote Sensing

DOI

2022

Self-Supervised Divide-and-Conquer Generative Adversarial Network for Classification of Hyperspectral Images

Jie Feng, Ning Zhao, Rong-Hua Shang, Xiang-Rong Zhang, Licheng Jiao

IEEE Transactions on Geoscience and Remote Sensing

DOI

2022

SAR Image Segmentation Based on Fisher Vector Superpixel Generation and Label Revision

Rong-Hua Shang, Jiansheng Chen, Jie Feng, Yangyang Li, Licheng Jiao, R. Stolkin

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

DOI

2022

Spatial Pooling Graph Convolutional Network for Hyperspectral Image Classification

Xiang-Rong Zhang, Shutong Chen, Peng Zhu, Xu Tang, Jie Feng, Licheng Jiao

IEEE Transactions on Geoscience and Remote Sensing

DOI

2022

Adversarial Multiview Clustering Networks With Adaptive Fusion

Qianqian Wang, Zhiqiang Tao, Wei Xia, Quan-Xue Gao, Xiao-Chun Cao, Licheng Jiao

IEEE Transactions on Neural Networks and Learning Systems

DOI

2022

A Three-Stage Model Fusion Method for Out-of-Distribution Generalization

Jiahao Wang, Hao Wang, Zhuojun Dong, Huai Yang, Yu-Ting Yang, Qian-Yue Bao, Fang Liu, Licheng Jiao

ECCV Workshops

DOI

2022

A Neural Network Based on Consistency Learning and Adversarial Learning for Semisupervised Synthetic Aperture Radar Ship Detection

B. Hou, Zitong Wu, Bo Ren, Zhonghua Li, Xianpeng Guo, Shuang Wang, Licheng Jiao

IEEE Transactions on Geoscience and Remote Sensing

DOI

2022

Occluded Person Re-Identification Method Based on Multiscale Features and Human Feature Reconstruction

Yangyang Li, Zichen Yang, Yan-Qiao Chen, Danqing Yang, Rui-Jiao Liu, Licheng Jiao

IEEE Access

DOI

2022

NQ-Protonet: Noisy Query Prototypical Network for Few-Shot Remote Sensing Scene Classification

Wei-Quan Lin, Xu Tang, Xiao Han, Jing-Jing Ma, Xiang-Rong Zhang, Licheng Jiao

IEEE International Geoscience and Remote Sensing Symposium

DOI

2022

Multiscale Dynamic Curvelet Scattering Network

Jie Gao, Licheng Jiao, X. Liu, Ling-Ling Li, Pu-Hua Chen, F. Liu, Shu-Yuan Yang

IEEE Transactions on Neural Networks and Learning Systems

DOI

2022

Few-Shot Hyperspectral Image Classification Based on Domain Adaptation of Class Balance

Qi Zhen, Xiang-Rong Zhang, Zhen-Yu Li, B. Hou, Xu Tang, Li Gao, Licheng Jiao

IEEE International Geoscience and Remote Sensing Symposium

DOI

2022

Visual Question Answering of Remote Sensing Image Based on Attention Mechanism

Shihuai Zhang, Q. Wei, Yangyang Li, Yan-Qiao Chen, Licheng Jiao

International Conference on Interaction Sciences

DOI

2022

Dual Siamese Channel Attention Networks for Visual Object Tracking

Wen-Xing Gao, Xiao-Lin Tian, Yifan Zhang, Nan Jia, Ting Yang, Licheng Jiao

International Conference on Interaction Sciences

DOI

2022

Unsupervised Few-Shot Image Classification by Learning Features into Clustering Space

S. Li, Fang Liu, Zehua Hao, Kaibo Zhao, Licheng Jiao

European Conference on Computer Vision

DOI

2022

Max-Index Based Local Self-Similarity Descriptor for Robust Multi-Modal Image Registration

Yameng Hong, Cheng-Cai Leng, Xinyue Zhang, Jin-Ye Peng, Licheng Jiao, Anup Basu

IEEE Geoscience and Remote Sensing Letters

DOI

2022

Deep Modality Independent Descriptor Learning for Optical and SAR Image Patch Matching

Huiyuan Wei, Dou Quan, Ruiqi Lei, Baorui Duan, Shuang Wang, Yi Li, B. Hou, Licheng Jiao

IEEE International Geoscience and Remote Sensing Symposium

DOI

2022

Point Cloud Registration Based on Global and Local Feature Fusion

Wen-Ping Ma, Mingyu Yue, Yongzhe Yuan, Yue Wu, Hao Zhu, Licheng Jiao

International Conference on Interaction Sciences

DOI

2022

Coarse-to-Fine Contrastive Self-Supervised Feature Learning for Land-Cover Classification in SAR Images With Limited Labeled Data

Meijuan Yang, Licheng Jiao, F. Liu, B. Hou, Shu-Yuan Yang, Ya-Ke Zhang, Jianlong Wang

IEEE Transactions on Image Processing

DOI

2022

Multi-scale Spatial Aggregation Network for Remote Sensing Image Segmentation

Xin-Kai Sun, Jing Gu, Jie Feng, Shu-Yuan Yang, Licheng Jiao

International Conference on Interaction Sciences

DOI

2022

AUD-Net: A Unified Deep Detector for Multiple Hyperspectral Image Anomaly Detection via Relation and Few-Shot Learning

Ning Huyan, Xiang-Rong Zhang, Dou Quan, J. Chanussot, Licheng Jiao

IEEE Transactions on Neural Networks and Learning Systems

DOI

2022

AFnet and PAFnet: Fast and Accurate SAR Autofocus Based on Deep Learning

Zhi Liu, Shu-Yuan Yang, Quan-Wei Gao, Zhi-Xi Feng, Min Wang, Licheng Jiao

IEEE Transactions on Geoscience and Remote Sensing

DOI

2022

A Dual Multi-Head Contextual Attention Network for Hyperspectral Image Classification

Miaomiao Liang, Qinghua He, Xiangchun Yu, Huai Wang, Zhe Meng, Licheng Jiao

Remote Sensing

DOI

2022

Complex-Valued Multi-Scale Fully Convolutional Network with Stacked-Dilated Convolution for PolSAR Image Classification

Wen-Yang Xie, Licheng Jiao, Wenqiang Hua

Remote Sensing

DOI

2022

The New Generation Brain-Inspired Sparse Learning: A Comprehensive Survey

Licheng Jiao, Yu-Ting Yang, Fang Liu, Shu-Yuan Yang, B. Hou

IEEE Transactions on Artificial Intelligence

DOI

2022

Multiobjective Guided Divide-and-Conquer Network for Hyperspectral Pansharpening

Xiande Wu, Jie Feng, Rong-Hua Shang, Xiang-Rong Zhang, Licheng Jiao

IEEE Transactions on Geoscience and Remote Sensing

DOI

2022

Dual-Graph Global and Local Concept Factorization for Data Clustering

Ning Li, Cheng-Cai Leng, I. Cheng, A. Basu, Licheng Jiao

IEEE Transactions on Neural Networks and Learning Systems

DOI

2022

Motion-Aligned and Hardness-Aware Dynamic Update Network for Weakly-Supervised Vehicle Detection in Satellite Videos

Quanpeng Jiang, Jie Feng, Yu-Ping Liang, Ziyu Zhou, Xiang-Rong Zhang, Licheng Jiao

International Conference on Interaction Sciences

DOI

2022

Adaptive Dual-Path Collaborative Learning for PAN and MS Classification

Hao Zhu, Kenan Sun, Licheng Jiao, Xiao-Tong Li, F. Liu, B. Hou, Shuang Wang

IEEE Transactions on Geoscience and Remote Sensing

DOI

2022

Evolutionary Dual-Stream Transformer

Ruohan Zhang, Licheng Jiao, Ling-Ling Li, F. Liu, Xu Liu, Shu-Yuan Yang

IEEE Transactions on Cybernetics

DOI

2022

Region-Level SAR Image Segmentation Based on Edge Feature and Label Assistance

Rong-Hua Shang, Meng-Meng Liu, Licheng Jiao, Jie Feng, Yangyang Li, R. Stolkin

IEEE Transactions on Geoscience and Remote Sensing

DOI

2022

A dual-stream high resolution network: Deep fusion of GF-2 and GF-3 data for land cover classification

Bo Ren, Shi-Bin Ma, B. Hou, D. Hong, J. Chanussot, Jianlong Wang, Licheng Jiao

International Journal of Applied Earth Observation and Geoinformation

DOI

2022

Deep Learning-Based Object Tracking in Satellite Videos: A comprehensive survey with a new dataset

Yuxuan Li, Licheng Jiao, Zhongjian Huang, Xin Zhang, Ruohan Zhang, Xue Song, Chenxi Tian, Zixiao Zhang, F. Liu, Shu-Yuan Yang, B. Hou, Wen-Ping Ma, Xu Liu, Ling-Ling Li

IEEE Geoscience and Remote Sensing Magazine

DOI

2022

Self-Supervised Assisted Semi-Supervised Residual Network for Hyperspectral Image Classification

Liangliang Song, Zhi-Xi Feng, Shu-Yuan Yang, Xinyu Zhang, Licheng Jiao

Remote Sensing

DOI

2022

Semi-Supervised Multiscale Dynamic Graph Convolution Network for Hyperspectral Image Classification

Yuqun Yang, Xu Tang, Xiang-Rong Zhang, Jing-Jing Ma, F. Liu, Xiu-Ping Jia, Licheng Jiao

IEEE Transactions on Neural Networks and Learning Systems

DOI

2022

Augmentative contrastive learning for one-shot object detection

Yaoyang Du, F. Liu, Licheng Jiao, Zehua Hao, S. Li, Xu Liu, Jing Liu

Neurocomputing

DOI

2022

Immune Evolutionary Generative Adversarial Networks for Hyperspectral Image Classification

Jing Bai, Yang Zhang, Zhu Xiao, Fa-Wang Ye, You Li, M. Alazab, Licheng Jiao

IEEE Transactions on Geoscience and Remote Sensing

DOI

2022

Cluster-Memory Augmented Deep Autoencoder via Optimal Transportation for Hyperspectral Anomaly Detection

Ning Huyan, Xiang-Rong Zhang, Dou Quan, J. Chanussot, Licheng Jiao

IEEE Transactions on Geoscience and Remote Sensing

DOI

2022

ReCNAS: Resource-Constrained Neural Architecture Search Based on Differentiable Annealing and Dynamic Pruning

Cheng Peng, Yangyang Li, Rong-Hua Shang, Licheng Jiao

IEEE Transactions on Neural Networks and Learning Systems

DOI

2022

Resformer: Bridging Residual Network and Transformer for Remote Sensing Scene Classification

Mingteng Li, Jing-Jing Ma, Xu Tang, Xiao Han, Cheng Zhu, Licheng Jiao

IEEE International Geoscience and Remote Sensing Symposium

DOI

2022

Multimodal Fusion Remote Sensing Image–Audio Retrieval

R. Yang, Shuang Wang, Ying Sun, Huan Zhang, Yu Liao, Yu Gu, B. Hou, Licheng Jiao

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

DOI

2022

Mask Decoupled Head for Instance Segmentation in Remote Sensing Images

Yuan Wang, Xiang-Rong Zhang, Tian-Yang Zhang, Xiaoqian Zhu, Xu Tang, Li Gao, Licheng Jiao

IEEE International Geoscience and Remote Sensing Symposium

DOI

2022

A Concurrent Multiscale Detector for End-to-End Image Matching

Dou Quan, Shuang Wang, Ning Huyan, Yi Li, Ruiqi Lei, J. Chanussot, B. Hou, Licheng Jiao

IEEE Transactions on Neural Networks and Learning Systems

DOI

2022

Remote Sensing Image Change Detection Based on Deep Dictionary Learning

Yuqun Yang, Xu Tang, Fang Liu, Jing-Jing Ma, Licheng Jiao

IEEE International Geoscience and Remote Sensing Symposium

DOI

2022

Absolute Wrong Makes Better: Boosting Weakly Supervised Object Detection via Negative Deterministic Information

Guan-Chun Wang, Xiang-Rong Zhang, Zelin Peng, Xu Tang, Hui-Yu Zhou, Licheng Jiao

International Joint Conference on Artificial Intelligence

DOI

2022

Self-Training Multi-Sequence Learning with Transformer for Weakly Supervised Video Anomaly Detection

S. Li, Fang Liu, Licheng Jiao

AAAI Conference on Artificial Intelligence

DOI

2022

Simple and Efficient: A Semisupervised Learning Framework for Remote Sensing Image Semantic Segmentation

Xiaoqiang Lu, Licheng Jiao, F. Liu, Shu-Yuan Yang, Xu Liu, Zhi-Xi Feng, Ling-Ling Li, Pu-Hua Chen

IEEE Transactions on Geoscience and Remote Sensing

DOI

2022

PolSAR Scene Classification via Low-Rank Constrained Multimodal Tensor Representation

Bo Ren, Mengqian Chen, B. Hou, D. Hong, Shiqing Ma, J. Chanussot, Licheng Jiao

Remote Sensing

2022

Cluster Alignment With Target Knowledge Mining for Unsupervised Domain Adaptation Semantic Segmentation

Shuang Wang, Dong Zhao, Chi Zhang, Yuwei Guo, Qi Zang, Yu Gu, Yi Li, Licheng Jiao

IEEE Transactions on Image Processing

DOI

2022

Deep Shearlet Network for Change Detection in SAR Images

Huihui Dong, Licheng Jiao, Wen-Ping Ma, F. Liu, Xu Liu, Ling-Ling Li, Shu-Yuan Yang

IEEE Transactions on Geoscience and Remote Sensing

DOI

2022

Homo–Heterogenous Transformer Learning Framework for RS Scene Classification

Jing-Jing Ma, Mingteng Li, Xu Tang, Xiang-Rong Zhang, Fang Liu, Licheng Jiao

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

DOI

2022

Accelerating Deep Convolutional Neural Network Inference Based on OpenCL

Yong Wu, Huming Zhu, Lingyun Zhang, B. Hou, Licheng Jiao

International Conference on Interaction Sciences

DOI

2022

LHNet: Laplacian Convolutional Block for Remote Sensing Image Scene Classification

Wen-Hua Zhang, Licheng Jiao, F. Liu, Jia Liu, Zhen Cui

IEEE Transactions on Geoscience and Remote Sensing

DOI

2022

A Collaborative Learning Tracking Network for Remote Sensing Videos

Xiao-Tong Li, Licheng Jiao, Hao Zhu, F. Liu, Shu-Yuan Yang, Xiang-Rong Zhang, Shuang Wang, Rong Qu

IEEE Transactions on Cybernetics

DOI

2022

A Joint Siamese Attention-Aware Network for Vehicle Object Tracking in Satellite Videos

W. Song, Licheng Jiao, F. Liu, Xu Liu, Ling-Ling Li, Shu-Yuan Yang, B. Hou, Wen-Hua Zhang

IEEE Transactions on Geoscience and Remote Sensing

DOI

2022

A Joint-Training Two-Stage Method For Remote Sensing Image Captioning

Xiu-Tiao Ye, Shuang Wang, Yu Gu, Jihui Wang, Ruixuan Wang, B. Hou, Fausto Giunchiglia, Licheng Jiao

IEEE Transactions on Geoscience and Remote Sensing

DOI

2022

Semantic-Aware Context Modeling for Road Extraction in Remote Sensing Images

F. Cao, Xiang-Rong Zhang, Xiaoqian Zhu, Peng Zhu, Xu Tang, Li Gao, Licheng Jiao

IEEE International Geoscience and Remote Sensing Symposium

DOI

2022

Multi-label semantic feature fusion for remote sensing image captioning

Shuang Wang, Xiu-Tiao Ye, Yu Gu, Jihui Wang, Yun Meng, Jingxian Tian, B. Hou, Licheng Jiao

Isprs Journal of Photogrammetry and Remote Sensing

DOI

2022

MFNet: A Novel GNN-Based Multi-Level Feature Network With Superpixel Priors

S. Li, F. Liu, Licheng Jiao, Pu-Hua Chen, Xu Liu, Ling-Ling Li

IEEE Transactions on Image Processing

DOI

2022

PDFL: Polarimetric Decomposition Feature Learning via Deep Autoencoder

Chen Yang, B. Hou, Qian Wu, Bo Ren, J. Chanussot, Shuang Wang, Licheng Jiao

IEEE Transactions on Geoscience and Remote Sensing

DOI

2022

MANet: Multi-Scale Aware-Relation Network for Semantic Segmentation in Aerial Scenes

Pei He, Licheng Jiao, Rong-Hua Shang, Shuang Wang, Xu Liu, Dou Quan, Kunping Yang, Dong Zhao

IEEE Transactions on Geoscience and Remote Sensing

DOI

2022

BA-GAN: Bidirectional Attention Generation Adversarial Network for Text-to-Image Synthesis

Ting Yang, Xiao-Lin Tian, Nan Jia, Yuan Gao, Licheng Jiao

International Conference on Interaction Sciences

DOI

2022

A Lightweight Top-Down Multi-Person Pose Estimation Method Based on Symmetric Transformation and Global Matching

Yangyang Li, Danqing Yang, Yan-Qiao Chen, Cheng Peng, Zhen-Xiang Sun, Licheng Jiao

IEEE Access

DOI

2022

Hyperspectral Image Classification Based on Multibranch Attention Transformer Networks

Jing Bai, Zheng Wen, Zhu Xiao, Fa-Wang Ye, Yongdong Zhu, M. Alazab, Licheng Jiao

IEEE Transactions on Geoscience and Remote Sensing

DOI

2022

Multicrop Fusion Strategy Based on Prototype Assignment for Remote Sensing Image Scene Classification

Siteng Ma, B. Hou, Xianpeng Guo, Zhihao Li, Zitong Wu, Shuang Wang, Licheng Jiao

IEEE Transactions on Geoscience and Remote Sensing

DOI

2022

A Collaborative Correlation-Matching Network for Multimodality Remote Sensing Image Classification

Wen-Ping Ma, Na Li, Hao Zhu, Kenan Sun, Zhong-Le Ren, Xu Tang, B. Hou, Licheng Jiao

IEEE Transactions on Geoscience and Remote Sensing

DOI

2022

A Two-Stage Mutual Fusion Network for Multispectral and Panchromatic Image Classification

Yinuo Liao, Hao Zhu, Licheng Jiao, Xiao-Tong Li, Na Li, Kenan Sun, Xu Tang, B. Hou

IEEE Transactions on Geoscience and Remote Sensing

DOI

2022

Hyperspectral Image Classification Based on Superpixel Feature Subdivision and Adaptive Graph Structure

Jing Bai, Wei Shi, Zhu Xiao, Amelia C. Regan, T. Ali, Yongdong Zhu, Rui Zhang, Licheng Jiao

IEEE Transactions on Geoscience and Remote Sensing

DOI

2022

Local Community Detection Algorithm Based on Alternating Strategy of Strong Fusion and Weak Fusion

Rong-Hua Shang, Wei-Tong Zhang, Jingwen Zhang, Licheng Jiao, Yangyang Li, R. Stolkin

IEEE Transactions on Cybernetics

DOI

2022

CSANet: Cross-Scale Axial Attention Network for Road Segmentation

Xiang-Hai Cao, Kai Zhang, Licheng Jiao

Remote Sensing

DOI

2022

Spatial feature-based convolutional neural network for PolSAR image classification

Rong-Hua Shang, Jia-Ming Wang, Licheng Jiao, Xiao-hui Yang, Yangyang Li

Applied Soft Computing

DOI

2022

Transfer Representation Learning Meets Multimodal Fusion Classification for Remote Sensing Images

Meng-Ru Ma, Wen-Ping Ma, Licheng Jiao, Xu Liu, F. Liu, Ling-Ling Li, Shu-Yuan Yang, B. Hou

IEEE Transactions on Geoscience and Remote Sensing

DOI

2022

MsmcNet: A Modular Few-Shot Learning Framework for Signal Modulation Classification

Yiran Wang, Jing Bai, Zhu Xiao, Huaji Zhou, Licheng Jiao

IEEE Transactions on Signal Processing

DOI

2022

Dual Modality Collaborative Learning for Cross-Source Remote Sensing Retrieval

Jing-Jing Ma, Duanpeng Shi, Xu Tang, Xiang-Rong Zhang, Licheng Jiao

Remote Sensing

DOI

2022

Fast and Effective: A Novel Sequential Single-Path Search for Mixed-Precision-Quantized Networks

Qi-Gong Sun, Xiufang Li, Licheng Jiao, Yan Ren, Fan-Hua Shang, Fang Liu

IEEE Transactions on Cybernetics

DOI

2022

Deep Siamese Network with Contextual Transformer for Remote Sensing Images Change Detection

Meng-jiao Zhang, Zhao Liu, Jie Feng, Licheng Jiao, Long Liu

International Conference on Interaction Sciences

DOI

2022

Gaussian Balanced Sampling for End-to-End Pedestrian Detector

Yang Yang, Jun Yu Li, B. Hou, Bo Ren, Xiaoming Jiang, Jinkai Cheng, Licheng Jiao

International Conference on Interaction Sciences

DOI

2022

Lightweight Super-Resolution with Self-Calibrated Convolution for Panoramic Videos

Fan-Hua Shang, Hong-Ying Liu, Wanhao Ma, Yuan-Yuan Liu, Licheng Jiao, Fan-Hua Shang, Lijun Wang, Zhenyu Zhou

Italian National Conference on Sensors

DOI

2022

Delving into Semantic Scale Imbalance

Yanbiao Ma, Licheng Jiao, F. Liu, Yuxin Li, Shu-Yuan Yang, X. Liu

International Conference on Learning Representations

DOI

2022

CMNet: Classification-oriented multi-task network for hyperspectral pansharpening

Xiande Wu, Jie Feng, Rong-Hua Shang, Xiang-Rong Zhang, Licheng Jiao

Knowledge-Based Systems

DOI

2022

Self-Supervised Self-Organizing Clustering Network: A Novel Unsupervised Representation Learning Method

S. Li, F. Liu, Licheng Jiao, Pu-Hua Chen, Ling-Ling Li

IEEE Transactions on Neural Networks and Learning Systems

DOI

2022

Very Low-Resolution Moving Vehicle Detection in Satellite Videos

Zhaoliang Pi, Licheng Jiao, Fang Liu, Xu Liu, Ling-Ling Li, B. Hou, Shu-Yuan Yang

IEEE Transactions on Geoscience and Remote Sensing

DOI

2022

Parameter selection of Touzi decomposition and a distribution improved autoencoder for PolSAR image classification

Jianlong Wang, B. Hou, Bo Ren, Ya-Ke Zhang, Meijuan Yang, Shuang Wang, Licheng Jiao

Isprs Journal of Photogrammetry and Remote Sensing

DOI

2022

Multi-Scale Interactive Transformer for Remote Sensing Cross-Modal Image-Text Retrieval

Yijing Wang, Jing-Jing Ma, Mingteng Li, Xu Tang, Xiao Han, Licheng Jiao

IEEE International Geoscience and Remote Sensing Symposium

DOI

2022

Self-Distillation Feature Learning Network for Optical and SAR Image Registration

Dou Quan, Huiyuan Wei, Shuang Wang, Ruiqi Lei, Baorui Duan, Yi Li, B. Hou, Licheng Jiao

IEEE Transactions on Geoscience and Remote Sensing

DOI

2022

Multi-View Subspace Clustering via Structured Multi-Pathway Network

Qianqian Wang, Zhiqiang Tao, Quan-Xue Gao, Licheng Jiao

IEEE Transactions on Neural Networks and Learning Systems

DOI

2022

Electromagnetic Signal Classification Based on Class Exemplar Selection and Multi-Objective Linear Programming

Huaji Zhou, Jing Bai, Li Niu, Jie Xu, Zhu Xiao, Shi-Lian Zheng, Licheng Jiao, Xiao-Niu Yang

Remote Sensing

DOI

2022

A Contrastive Learning Transformer for Change Detection in High-Resolution Sar Images

Huihui Dong, Wen-Ping Ma, Licheng Jiao, Fang Liu, Rong-Hua Shang, Yangyang Li, Jing Bai

Social Science Research Network

DOI

2022

A Transformer-Based Cross-Modal Image-Text Retrieval Method using Feature Decoupling and Reconstruction

Huan Zhang, Yingzhi Sun, Yu Liao, Siyuan Xu, R. Yang, Shuang Wang, B. Hou, Licheng Jiao

IEEE International Geoscience and Remote Sensing Symposium

DOI

2022

Semantic Texture Complexity Model for Feature Generation and Selection in Visual SLAM

Yichi Zhang, Xina Cheng, Licheng Jiao

International Conference on Pattern Recognition

DOI

2022

A Modified U-Net Architecture for Road Surfaces Cracks Detection

Shadrack Fred Mahenge, S. Wambura, Licheng Jiao

International Conference on Computing and Artificial Intelligence

DOI

2022

Sparse Feature Clustering Network for Unsupervised SAR Image Change Detection

Wen-Hua Zhang, Licheng Jiao, F. Liu, Shu-Yuan Yang, W. Song, Jia Liu

IEEE Transactions on Geoscience and Remote Sensing

DOI

2022

Deep Feature Correlation Learning for Multi-Modal Remote Sensing Image Registration

Dou Quan, Shuang Wang, Yu Gu, Ruiqi Lei, Bowu Yang, Shaowei Wei, B. Hou, Licheng Jiao

IEEE Transactions on Geoscience and Remote Sensing

DOI

2022

Pol-NAS: A Neural Architecture Search Method With Feature Selection for PolSAR Image Classification

Guangyuan Liu, Yangyang Li, Yan-Qiao Chen, Rong-Hua Shang, Licheng Jiao

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

DOI

2022

Deep Complex Convolutional Neural Networks for Remote Sensing Image Classification

Ling-Ling Li, Yukai Sun, Fuhai Ma, Jing-Jing Ma, Licheng Jiao, Fang Liu

International Conference on Interaction Sciences

DOI

2022

Transformers Meet Visual Learning Understanding: A Comprehensive Review

Yu-Ting Yang, Licheng Jiao, X. Liu, F. Liu, Shu-Yuan Yang, Zhi-Xi Feng, Xu Tang

arXiv.org

DOI

2022

Learning Salient Feature for Salient Object Detection Without Labels

S. Li, F. Liu, Licheng Jiao, Xu Liu, Pu-Hua Chen

IEEE Transactions on Cybernetics

DOI

2022

Generative Adversarial Networks Based on Transformer Encoder and Convolution Block for Hyperspectral Image Classification

Jing Bai, Jia-Wei Lu, Zhu Xiao, Zheng Chen, Licheng Jiao

Remote Sensing

DOI

2022

Class-Level Prototype Guided Multiscale Feature Learning for Remote Sensing Scene Classification With Limited Labels

Xu Tang, Wei-Quan Lin, Jing-Jing Ma, Xiang-Rong Zhang, Fang Liu, Licheng Jiao

IEEE Transactions on Geoscience and Remote Sensing

DOI

2022

A Directed Search Many Objective Optimization Algorithm Embodied with Kernel Clustering Strategy

M. A. Okoth, Rong-Hua Shang, Wei-Tong Zhang, Licheng Jiao

International Conference on Interaction Sciences

DOI

2022

Broad fuzzy cognitive map systems for time series classification

Kai Wu, Kaixin Yuan, Yingzhi Teng, J. Liu, Licheng Jiao

Applied Soft Computing

DOI

2022

Attribute community detection based on latent representation learning and graph regularized non-negative matrix factorization

Rong-Hua Shang, Wei-Tong Zhang, Zhiyuan Li, Chao Wang, Licheng Jiao

Applied Soft Computing

DOI

2022

Evolutionary Multi-Objective Overlapping Community Detection Based on Fusion of Internal and External Connectivity and Correction of Node Intimacy

Rong-Hua Shang, Sa Wang, Wei-Tong Zhang, Jie Feng, Licheng Jiao, R. Stolkin

Social Science Research Network

DOI

2021

基于自适应对偶图与非凸约束的嵌入特征选择

尚荣华，徐开明，焦李成

《中国科学:信息科学》

2021

一种深度融合机制的遥感图像目标检测技术

董如婵，焦李成，赵进，沈维燕

《西安电子科技大学学报》

DOI

2021

Robust Deep Representation Learning for Road Crack Detection

Shadrack Fred Mahenge, S. Wambura, Licheng Jiao

International Conference on Video and Image Processing

DOI

2021

Adaptive Fuzzy Superpixels for Polarimetric SAR Images Classification

Yuwei Guo, Licheng Jiao, Zhuang-Zhuang Sun

2021

GREN: Graph-Regularized Embedding Network for Weakly-Supervised Disease Localization in X-Ray Images

Baolian Qi, Gangming Zhao, Xin Wei, Chaowei Fang, C. Pan, Jinpeng Li, Hui-Guang He, Licheng Jiao

IEEE journal of biomedical and health informatics

DOI

2021

Lightweight Multilevel Feature Fusion Network for Hyperspectral Image Classification

Miaomiao Liang, Huai Wang, Xiangchun Yu, Zhe Meng, JianBing Yi, Licheng Jiao

Remote Sensing

DOI

2021

Adaptive Fuzzy Learning Superpixels Representation for PolSAR Image Classification

Yuwei Guo, Licheng Jiao, Rong Qu, Zhuang-Zhuang Sun, Shuang Wang, Shuo Wang, Fang Liu

IEEE Transactions on Geoscience and Remote Sensing

DOI

2020

量子学习感知与优化的挑战与思考

焦李成

《智能系统学报》

2020

动态多目标优化研究综述

刘若辰，李建霞，刘静，焦李成

《计算机学报》

2020

人工智能、类脑计算与图像解译前沿

焦李成

《西安电子科技大学出版社》

2020

下一代人工智能的挑战与思考

焦李成

《智能系统学报》

2020

University of Birmingham Parallel design of sparse deep belief network with multi-objective optimization

Yangyang Li, Shuangkang Fang, Xiaoyu Bai, Licheng Jiao, Naresh Marturi

2020

Contralaterally Enhanced Networks for Thoracic Disease Detection

Gangming Zhao, Chaowei Fang, Guanbin Li, Zhen Zhou, Jinpeng Lia, Licheng Jiao, Yi-Zhou Yu

IEEE Transactions on Medical Imaging

DOI

2019

A novel location-based DNA matching algorithm for hyperspectral image classification

Ronghua Shang, Yuyang Lan, Licheng Jiao

Memetic Computing，Vol. 110, No. 20

DOI

2019

研究生遥感处理类课程的创新改革与实践研究

冯婕，冯雪亮，李阳阳，张丹，焦李成，张向荣

《教育教学论坛》

2019

引领新工科的人才培养实践——以智能科学与技术专业为例

李阳阳，张丹，冯婕，焦李成，缑水平，尚荣华

《教育教学论坛》

2019

人工智能学院本硕博培养体系 = Culture system of training undergraduate and postgraduate,school of artificial intelligence

焦李成

《清华大学出版社》

2019

简明人工智能

焦李成

《西安电子科技大学出版社》

2019

类脑智能与深度学习的几个问题与思考

焦李成，杨淑媛，韩军伟

《中国科学基金》

DOI

2019

基于马尔科夫判别谱聚类的极化SAR图像分类方法

张向荣，于心源，唐旭，侯彪，焦李成

《雷达学报(中英文)》

2019

Classification of Hyperspectral Images Based on Multiclass Spatial–Spectral Generative Adversarial Networks

Jie Feng, Haipeng Yu, Lin Wang, Xiang-Hai Cao, Xiang-Rong Zhang, Licheng Jiao

IEEE Transactions on Geoscience and Remote Sensing

DOI

2018

Multiobjective sparse ensemble learning by means of evolutionary algorithms

Jiaqi Zhao, Licheng Jiao, Shixiong Xia, Vitor Basto Fernandes, Iryna Yevseyeva, Yong Zhou, Michael T. M. Emmerich

Decision Support Systems，Vol. 111

DOI

2018

基于稀疏自编码器和边缘保持的Wishart马尔科夫随机场的极化SAR图像分类（英文）

张姝茵，侯彪，焦李成，吴倩

《红外与毫米波学报》

2018

深度神经网络并行化研究综述

朱虎明，李佩，焦李成，杨淑媛，侯彪

《计算机学报》

2017

A coevolutionary technique based on multi-swarm particle swarm optimization for dynamic multi-objective optimization

Ruochen Liu, Jianxia Li, Jing Fan, Caihong Mu, Licheng Jiao

European Journal Of Operational Research，Vol. 261, No. 3

DOI

2017

基于Memetic算法和关联学习的社会网络聚类分析

孙奕菲，姚若侠，焦李成

《复杂系统与复杂性科学》

2017

稀疏学习、分类与识别

焦李成

2017

量子计算、优化与学习

焦李成

2017

高分辨遥感影像学习与感知

焦李成

2017

导读

焦李成，杨淑媛

《中兴通讯技术》

2017

智能SAR影像变化检测

焦李成

2017

认知计算与多目标优化

焦李成

2017

深度学习、优化与识别 = Deep learning, optimization and recognition

焦李成

《清华大学出版社》

2017

Android平台上基于卷积神经网络的手写数字识别实验

朱虎明，罗政，缑水平，田小林，焦李成，张小华

《计算机教育》

2016

集成颜色特征和统计特征的极化合成孔径雷达图像城区分类框架（英文）

刘红英，王爽，王蓉芳，石俊飞，张二磊，杨淑媛，焦李成

《红外与毫米波学报》

2016

基于忆阻器蕴含门的逻辑电路综合进化算法

王潇潇，焦李成，李阳阳

《华中科技大学学报(自然科学版)》

2016

采用联合域字典稀疏表示的极化SAR图像分类

刘璐，刘帅，焦李成，靳少辉

《华中科技大学学报(自然科学版)》

2016

采用流形近邻传播聚类的极化SAR图像分类

刘璐，靳少辉，焦李成，刘帅

《信号处理》

2016

高性能探测成像与识别的研究进展及展望

王雪松，戴琼海，焦李成，洪文，徐立军，邢孟道，冯德军，陈思伟，代大海

《中国科学:信息科学》

2016

高校智能科学与技术学科教学方式探析

张丹，焦李成，尚荣华

《计算机教育》

2016

求解多目标考试时间表问题的NNIA改进算法

雷雨，焦李成，公茂果，李玲玲

《西安电子科技大学学报》

2016

稀疏认知学习、计算与识别的研究进展

焦李成，赵进，杨淑媛，刘芳，谢雯

《计算机学报》

2016

神经网络七十年:回顾与展望

焦李成，杨淑媛，刘芳，王士刚，冯志玺

《计算机学报》

2016

基于随机子空间核极端学习机集成的高光谱遥感图像分类

宋相法，曹志伟，郑逢斌，焦李成

《计算机科学》

2016

Wishart Deep Stacking Network for Fast POLSAR Image Classification.

Licheng Jiao, Fang Liu

IEEE Transactions on Image Processing

2015

Change detection in synthetic aperture radar images based on evolutionary multiobjective optimization with ensemble learning

Hao Li, Jingjing Ma, Maoguo Gong, Qiongzhi Jiang, Licheng Jiao

Memetic Computing，Vol. 70, No. 40

DOI

2015

基于视觉显著性的分块自适应压缩感知算法

王蓉芳，陈佳伟，焦李成，孙奕菲

《华中科技大学学报(自然科学版)》

2015

基于子种群保留的可逆电路合成混合算法

王潇潇，焦李成，李阳阳

《华中科技大学学报(自然科学版)》

2015

整数矩阵变换的选择集成及对雷达目标的识别

熊霖，焦李成，毛莎莎

《西安电子科技大学学报》

2015

贝叶斯集成框架下的极化SAR图像分类

陈博，王爽，焦李成，刘芳，毛莎莎

《西安电子科技大学学报》

2015

采用联合相似度谱聚类集成的极化SAR分类

刘璐，王蓉芳，焦李成，石俊飞

《西安电子科技大学学报》

2015

基于加权投票集成的极化SAR图像分类方法

陈博，王爽，焦李成

《华中科技大学学报(自然科学版)》

2015

利用0-1矩阵分解集成的极化SAR图像分类

陈博，王爽，焦李成，刘芳，毛莎莎，张爽

《电子与信息学报》

2015

基于一般散射模型的Hybrid Freeman/Eigenvalue分解算法（英文）

张爽，王爽，焦李成，陈博，刘芳，毛莎莎，柯熙政

《红外与毫米波学报》

2015

混合多目标算法用于柔性作业车间调度问题

左益，公茂果，曾久琳，焦李成

《计算机科学》

2015

基于稀疏表示的多示例图像分类

宋相法，焦李成

《计算机科学》

2015

基于小波融合和PCA-核模糊聚类的遥感图像变化检测

慕彩红，霍利利，刘逸，刘若辰，焦李成

《电子学报》

2014

Resource allocation model and double-sphere crowding distance for evolutionary multi-objective optimization

Yu Lei, Maoguo Gong, Jun Zhang, Wei Li, Licheng Jiao

European Journal Of Operational Research，Vol. 234, No. 1

DOI

2014

流形距离的自动免疫克隆聚类图像分割算法

邓晓政，焦李成

《电子科技大学学报》

2014

利用边缘信息的多尺度分块压缩感知自适应采样方法

王蓉芳，刘璐，焦李成，古晶

《信号处理》

2014

利用旋转森林变换的异构多分类器集成算法

毛莎莎，熊霖，焦李成，张爽，陈博

《西安电子科技大学学报》

2014

基于子空间类标传播和正则判别分析的单标记图像人脸识别

殷飞，焦李成，杨淑媛

《电子与信息学报》

2014

结合最优亮度分量的遥感图像融合方法

刘帆，张凯，焦李成，杨淑媛

《西安电子科技大学学报》

2014

SURE准则的非局部SAR图像相干斑抑制

颜学颖，焦李成

《电子科技大学学报》

2014

基于合作模型的协同免疫多目标优化算法

戚玉涛，刘芳，任元，刘静乐，焦李成

《电子学报》

2014

基于面向分类准则的维数约简及其在人脸识别中的应用

殷飞，焦李成

《计算机科学》

2014

求解SAT问题的多智能体社会进化算法

潘晓英，焦李成，刘芳

《计算机学报》

2014

一种新的基于Wishart MRF的全极化SAR图像分类方法

张爽，王爽，焦李成

《计算机科学》

2014

基于双边滤波的极化SAR相干斑抑制

王爽，于佳平，刘坤，侯彪，焦李成

《雷达学报(中英文)》

2014

基于上下文分析的无监督分层迭代算法用于SAR图像分割

余航，焦李成，刘芳

《自动化学报》

2014

Inter-frame constrained coding based on superpixel for tracking

Xiao-Lin Tian, Licheng Jiao, Xiao-Li Zheng, Xiao-Hua Zhang

The Visual Computer

DOI

2013

Network evolution driven by dynamics applied to graph coloring

吴建设，李力光，王晓华，于昕，焦李成

Chinese Physics B

2013

基于稀疏编码和集成学习的多示例多标记图像分类方法

宋相法，焦李成

《电子与信息学报》

2013

采用结构自适应窗的非局部均值图像去噪算法

郝红侠，刘芳，焦李成，武杰

《西安交通大学学报》

2013

基于Curvelet多方向差和多尺度积的图像去噪

郝红侠，刘芳，焦李成

《华中科技大学学报(自然科学版)》

2013

培养电子信息类学生的计算思维认知探索

缑水平，焦李成，石光明

《科教导刊》

2013

基于免疫克隆高斯过程隐变量模型的SAR目标特征提取与识别

张向荣，缑丽敏，李阳阳，冯婕，焦李成

《红外与毫米波学报》

2013

基于和谐管理理论的免疫信息网络优化算法

孙奕菲，焦李成，公茂果，吴建设

《控制与决策》

2013

利用纹理信息的图像分块自适应压缩感知

王蓉芳，焦李成，刘芳，杨淑媛

《电子学报》

2013

一种结合粒子群算法和自适应加权窗的二维Otsu图像分割新方法

颜学颖，焦李成

《计算机科学》

2013

结构化压缩感知研究进展

刘芳，武娇，杨淑媛，焦李成

《自动化学报》

2013

利用免疫克隆进行小波域遥感图像变化检测

王凌霞，焦李成，颜学颖，辛芳芳

《西安电子科技大学学报》

2013

Multi-objective evolutionary for synthetic aperture radar image segmentation with non-local means denoising

Yangyang Li, Ying Wei, Yang Wang, Licheng Jiao

Natural Computing

DOI

2012

SAR图像处理与理解教学探索

张向荣，白静，焦李成

《计算机教育》

DOI

2012

改进的整型KL变换和SPECK编码的彩色图像压缩方法

卢山，焦李成，吴家骥

《哈尔滨工业大学学报》

2012

基于旋转扩展和稀疏表示的鲁棒遥感图像目标识别

殷飞，焦李成

《模式识别与人工智能》

2012

基于Memetic算法的SAR图像变化检测

辛芳芳，焦李成，王桂婷

《红外与毫米波学报》

2012

非局部均值加权的动态模糊Fisher分类器的遥感图像变化检测

辛芳芳，焦李成，王桂婷

《测绘学报》

2012

基于稀疏表示的多标记学习算法

宋相法，焦李成

《模式识别与人工智能》

2012

多目标优化算法在多分类中的应用研究

尚荣华，胡朝旭，焦李成，白靖

《电子学报》

2012

自适应动态控制种群规模的自然计算方法

王蓉芳，焦李成，刘芳，杨淑媛

《软件学报》

2012

修正免疫克隆约束多目标优化算法

尚荣华，焦李成，胡朝旭，马晶晶

《软件学报》

2012

基于稀疏表示及光谱信息的高光谱遥感图像分类

宋相法，焦李成

《电子与信息学报》

2012

人工智能概论教学探讨

刘若辰，张向荣，焦李成

《计算机教育》

DOI

2012

基于交互式分割技术和决策级融合的SAR图像变化检测

万红林，焦李成，辛芳芳

《测绘学报》

2012

在感兴趣的区域层面上进行SAR图像变化检测的方法研究

万红林，焦李成，王桂婷，辛芳芳

《测绘学报》

2012

利用小波域HMC模型进行遥感图像变化检测

辛芳芳，焦李成，王桂婷，万红林

《西安电子科技大学学报》

2012

利用改进Fisher分类器进行遥感图像变化检测

辛芳芳，焦李成，王凌霞，王桂婷

《西安电子科技大学学报》

2011

基于流形距离的量子进化聚类算法

李阳阳，石洪竺，焦李成，马文萍

《电子学报》

2011

一种差分多目标优化算法

刘若辰，焦李成，马亚娟

《模式识别与人工智能》

2011

基于非负矩阵分解的谱聚类集成SAR图像分割

邓晓政，焦李成，卢山

《电子学报》

2011

张量补全算法及其在人脸识别中的应用

史加荣，焦李成，尚凡华

《模式识别与人工智能》

2011

半监督谱聚类特征向量选择算法

赵凤，焦李成，刘汉强，公茂果

《模式识别与人工智能》

2011

压缩感知回顾与展望

焦李成，杨淑媛，刘芳，侯彪

《电子学报》

2011

基于自适应划分的进化多目标优化非支配个体选择策略

公茂果，程刚，焦李成，刘超

《计算机研究与发展》

2011

基于提升Directionlet变换的零块嵌入图像编码算法

白静，吴家骥，卢山，焦李成

《自动化学报》

2011

不完全非负矩阵分解的加速算法

史加荣，焦李成，尚凡华

《电子学报》

2011

复杂分布数据的二阶段聚类算法

公茂果，王爽，马萌，曹宇，焦李成，马文萍

《软件学报》

2011

基于融合和T-分布的SAR图像水灾变化检测

李金基，焦李成，张向荣，杨咚咚

《计算机研究与发展》

2011

基于非下采样Contourlet变换的视网膜分割

钟桦，焦李成，侯鹏

《计算机学报》

2011

基于量子免疫克隆聚类的SAR图像变化检测

李阳阳，吴娜娜，焦李成，尚荣华，刘若辰

《红外与毫米波学报》

2011

基于小波域Fisher分类器的SAR图像变化检测

辛芳芳，焦李成，王桂婷，万红林

《红外与毫米波学报》

2011

Approximation of functions with spatial inhomogeneity based on "true" ortho-ridgelet neural network

Shu-Yuan Yang, Min Wang, Licheng Jiao

Applied Soft Computing

DOI

2010

Image retrieval based on color features integrated with anisotropic directionality

Jing Bai, Xiaohua Wang, Licheng Jiao

Journal Of Systems Engineering And Electronics，Vol. 210, No. 10

DOI

2010

基于快速EM算法和模糊融合的多波段遥感影像变化检测

王桂婷，王幼亮，焦李成

《红外与毫米波学报》

2010

用于非监督特征选择的免疫克隆多目标优化算法

尚荣华，焦李成，吴建设，马文萍，李阳阳

《西安电子科技大学学报》

2010

基于斑点方差估计的非下采样Contourlet域SAR图像去噪

常霞，焦李成，刘芳，沙宇恒

《电子学报》

2010

基于非下采样Contourlet域局部高斯模型和MAP的SAR图像相干斑抑制

凤宏晓，侯彪，焦李成，卜晓明

《电子学报》

2010

基于免疫优势的克隆选择聚类算法

刘若辰，沈正春，贾建，焦李成

《电子学报》

2010

基于小波域三状态HMT模型的含噪图像增强

常霞，焦李成，贾建华，辛芳芳，万红林

《光子学报》

2010

多目标优化免疫算法、理论和应用

焦李成

2010

SAR图像水域的改进Shearlet边缘检测

侯彪，胡育辉，焦李成

《中国图象图形学报》

2010

基于Bandelets域逐子块阈值的图像去噪

张文革，刘芳，焦李成，张向荣

《电子学报》

2010

谈计算机视觉课程的教学创新

韩红，焦李成

《计算机教育》

DOI

2010

模式识别教学实践与课程改革

戚玉涛，刘芳，焦李成

《计算机教育》

DOI

2010

步态表征和步态融合方法新进展

陈昌红，梁继民，赵恒，焦李成

《计算机科学》

2010

免疫非支配自适应粒子群多目标优化

马晶晶，杨咚咚，焦李成

《西安电子科技大学学报》

2009

SAR image despeckling based on edge detection and nonsubsampled second generation bandelets

Zhang Wenge, Liu Fang, Jiao Licheng, Gao Xinbo

Journal Of Systems Engineering And Electronics，Vol. 20, No. 3

2009

Bootstrap—自适应混沌克隆网络与陀螺漂移预测

张伟，胡昌华，焦李成

《电子学报》

2009

基于分布式人工免疫算法的数值优化

戚玉涛，刘芳，焦李成

《电子学报》

2009

粒度智能体进化分类算法

潘晓英，焦李成，刘芳

《电子学报》

2009

基于自适应窗口固定及传播的多尺度纹理图像分割

侯彪，刘凤，焦李成，包慧东

《电子学报》

2009

基于二代bandelets域HMT模型的图像分割

项海林，贾建，焦李成

《计算机科学》

2009

基于模糊核匹配追寻的特征模式识别

李青，焦李成，周伟达

《计算机学报》

2009

基于非下采样Contourlet的多传感器图像自适应融合

常霞，焦李成，贾建华

《计算机学报》

2009

基于CP和多小波HMT模型的克隆选择遥感图像融合

金海燕，焦李成

《计算机学报》

2009

基于图的Co-Training网页分类

侯翠琴，焦李成

《电子学报》

2009

用于约束多目标优化的免疫记忆克隆算法

尚荣华，焦李成，马文萍，公茂果

《电子学报》

2009

基于复Bandelets的自适应SAR图像相干斑抑制

杨晓慧，焦李成，李登峰

《电子学报》

2009

基于两时相图像联合分类的SAR图像变化检测

李金基，焦李成，张向荣，杨咚咚

《红外与毫米波学报》

2009

基于第二代Bandelet域隐马尔可夫树模型的图像分割

侯彪，徐婧，刘凤，焦李成

《自动化学报》

2009

基于两对互相垂直平行线的自定标方法

彭亚丽，刘芳，焦李成，刘侍刚

《光子学报》

2009

结合Nystrm逼近的图半监督纹理图像分割

阳春，张向荣，焦李成

《系统工程与电子技术》

2009

量子协同免疫算法用于SAT问题的求解

吴秋逸，李阳阳，焦李成

《系统工程与电子技术》

2009

基于模糊推理的机动目标跟踪

韩红，陈兆平，焦李成，智建纬

《系统工程与电子技术》

2009

自适应空间邻域分析和瑞利-高斯分布的多时相遥感影像变化检测

王桂婷，王幼亮，焦李成

《遥感学报》

2009

基于面向任务模型的陆基卫星测控资源克隆选择优化调度

侯翠琴，焦李成

《计算机学报》

2009

基于免疫克隆的核匹配追踪集成图像识别算法

缑水平，焦李成，张向荣

《模式识别与人工智能》

2009

量子协同免疫动态优化算法

吴秋逸，焦李成，魏峻，李阳阳

《模式识别与人工智能》

2008

Support vector classifier based on principal component analysis

Zheng Chunhong, Jiao Licheng, Li Yongzhao

Journal Of Systems Engineering And Electronics，Vol. 190, No. 10

2008

多执行模式项目调度问题的克隆选择优化

潘晓英，刘芳，焦李成

《模式识别与人工智能》

2008

基于量子进化规划核聚类算法的图像分割

缑水平，焦李成，田小林

《计算机科学》

2008

自适应多克隆聚类算法及收敛性分析

马力，焦李成，白琳，陈长国

《模式识别与人工智能》

2008

一种基于质心不变特性的仿射不变纹理特征提取算法

贾建华，焦李成，黄文涛

《电子学报》

2008

基于提升Directionlet域高斯混合尺度模型的SAR图像噪声抑制

白静，侯彪，王爽，焦李成

《计算机学报》

2008

具有细节保护的自适应邻域SAR图像分割

田小林，焦李成，缑水平

《模式识别与人工智能》

2008

免疫克隆多目标优化算法求解约束优化问题

尚荣华，焦李成，马文萍

《软件学报》

2008

基于PSO优化空间约束聚类的SAR图像分割

田小林，焦李成，缑水平

《电子学报》

2008

基于并行人工免疫算法的大规模TSP问题求解

戚玉涛，焦李成，刘芳

《电子学报》

2008

基于完全匹配小波的新型信号检测方法

丁爱玲，石光明，陈旭阳，焦李成

《电子学报》

2008

正交免疫克隆粒子群多目标优化算法

丛琳，焦李成，沙宇恒

《电子与信息学报》

2008

量子免疫克隆多目标优化算法

李阳阳，焦李成

《电子与信息学报》

2008

基于非下采样Contourlet变换域双变量模型的图像分割

项海林，焦李成，贾建

《中国图象图形学报》

2008

基于流形距离的人工免疫无监督分类与识别算法

公茂果，焦李成，马文萍，张向荣

《自动化学报》

2008

基于字符串编码克隆选择的建模算法及可靠性预测

张伟，胡昌华，焦李成，尚荣华

《自动化学报》

2008

基于免疫K-means聚类的无监督SAR图像分割

薄华，马缚龙，焦李成

《模式识别与人工智能》

2008

基于Contourlet域树状系数的自组织神经网络图像分割

项海林，贾建，焦李成

《系统工程与电子技术》

2008

序列泛函网络模型及其学习算法与应用

周永权，赵斌，焦李成

《计算机学报》

2008

基于非子采样Contourlet变换的遥感图像融合算法(英文)

杨晓慧，焦李成

《自动化学报》

2008

自适应量子免疫克隆算法及其收敛性分析

吴秋逸，焦李成，李阳阳，邓晓政

《模式识别与人工智能》

2008

自然计算、机器学习与图像理解前沿 = Advances in Natural Computation,Machine Learning and Image Understanding

焦李成

《西安电子科技大学出版社》

2007

基于多尺度几何分析与核匹配追踪的图像识别

缑水平，焦李成

《模式识别与人工智能》

2007

基于商空间粒度计算的SAR图像分类

张向荣，谭山，焦李成

《计算机学报》

2007

求解SAT问题的量子免疫克隆算法

李阳阳，焦李成

《计算机学报》

2007

基于量子克隆优化的SAR图像分类

马文萍，焦李成，张向荣，李阳阳

《电子学报》

2007

基于非下采样Contourlet变换的多传感器图像融合

贾建，焦李成，孙强

《电子学报》

2007

基于多尺度对比度塔和方向滤波器组的图像融合

金海燕，刘芳，焦李成

《电子学报》

2007

量子克隆遗传算法

李阳阳，焦李成

《计算机科学》

2007

基于CLi多小波的SAR图像压缩去噪混合方法

李卫斌，何明一，解争龙，焦李成

《计算机科学》

2007

Fuzzy插值及其Fuzzy泛函网络构造理论

周永权，焦李成，李陶深

《计算机科学》

2007

基于遗传规划实现泛函网络神经元函数类型优化

周永权，焦李成

《计算机科学》

2007

基于对偶树复小波和MRF模型的纹理图像分割

汪西莉，焦李成

《计算机科学》

2007

基于Curvelet域隐马尔可夫树模型的SAR图像去噪

金海燕，焦李成，刘芳

《计算机学报》

2007

基于小波和脊波的图像联合去噪方法

项海林，贾建，焦李成

《系统工程与电子技术》

2007

组织进化粒子群数值优化算法

丛琳，沙宇恒，焦李成

《模式识别与人工智能》

2007

用于求解多目标优化问题的克隆选择算法

尚荣华，马文萍，焦李成，张伟

《西安电子科技大学学报》

2007

一种递归泛函网络模型及学习算法

周永权，赵斌，焦李成

《系统工程与电子技术》

2007

用于约束优化的人工免疫响应进化策略

公茂果，焦李成，杜海峰，马文萍

《计算机学报》

2007

密度敏感的谱聚类

王玲，薄列峰，焦李成

《电子学报》

2007

一种量化正交免疫克隆粒子群数值优化算法

丛琳，焦李成，沙宇恒

《模式识别与人工智能》

2006

图像纹理的灰度共生矩阵计算问题的分析

薄华，马缚龙，焦李成

《电子学报》

2006

基于多子波的SAR图像噪声的抑制

李卫斌，焦李成，李宗领

《计算机科学》

2006

基于启发式遗传算法的SVM模型自动选择

郑春红，焦李成，丁爱玲

《控制理论与应用》

2006

一种基于泛函网络的多项式Euclidean算法

周永权，焦李成，李陶深

《计算机科学》

2006

基于特征加权的模糊聚类新算法

李洁，高新波，焦李成

《电子学报》

2006

一种复值可分离的泛函网络学习算法

周永权，赵斌，焦李成

《系统工程与电子技术》

2006

多尺度变换域图像的感知与识别:进展和展望

焦李成，孙强

《计算机学报》

2006

基于第二代bandelets的图像去噪

杨晓慧，焦李成，李伟

《电子学报》

2005

基于向量投影的支撑向量预选取

李青，焦李成，周伟达

《计算机学报》

2005

DCT域半易损水印技术

钟桦，焦李成

《计算机学报》

2005

最小二乘隐空间支持向量机

王玲，薄列峰，刘芳，焦李成

《计算机学报》

2005

一种基于视觉特性的遥感图像分割

王兆虎，刘芳，焦李成

《计算机学报》

2005

基于复小波邻域隐马尔科夫模型的图像去噪

刘芳，刘文学，焦李成

《电子学报》

2005

融合上下文信息的多尺度贝叶斯图像分割

汪西莉，刘芳，焦李成

《计算机学报》

2005

层次泛函网络整体学习算法

周永权，焦李成

《计算机学报》

2005

基于GA的遥感图像目标SVM自动识别

郑春红，焦李成，郑贵文

《控制与决策》

2005

基于自适应免疫遗传算法的图像分割

李映，赵荣椿，张艳宁，焦李成

《模式识别与人工智能》

2005

一种免疫克隆选择网络及其学习算法

杜海峰，焦李成，公茂果，刘若辰

《模式识别与人工智能》

2005

基于泛函网络的多维函数逼近理论及学习算法

周永权，赵斌，焦李成

《系统工程与电子技术》

2005

一种基于修正划分模糊度的聚类有效性函数

李洁，高新波，焦李成

《系统工程与电子技术》

2005

基于混合遗传算法的SAR图像边缘检测

杨淑媛，王敏，焦李成

《红外技术》

2004

组织进化数值优化算法

刘静，钟伟才，刘芳，焦李成

《计算机学报》

2004

一类有效的脆弱型数字水印技术

张小华，孟红云，刘芳，焦李成

《电子学报》

2004

一种基于CSA的混和属性特征大数据集聚类算法

李洁，高新波，焦李成

《电子学报》

2004

基于克隆算法的网络结构聚类新算法

李洁，高新波，焦李成

《电子学报》

2004

基于不完全分层MRF的非监督图象分割

汪西莉，刘芳，焦李成

《电子学报》

2004

高属性维稀疏数据聚类回归逻辑神经网络模型及学习算法

周永权，焦李成

《电子学报》

2004

基于均匀设计的多目标自适应遗传算法及应用

赵曙光，焦李成，王宇平，杨万海

《电子学报》

2004

一种免疫单克隆策略算法

刘若辰，杜海峰，焦李成

《电子学报》

2004

组织进化算法求解SAT问题

刘静，钟伟才，刘芳，焦李成

《计算机学报》

2004

二阶卡尔曼滤波分布估计算法

钟伟才，刘静，刘芳，焦李成

《计算机学报》

2004

Bayes网络最优近似下边缘分布的不变性

岳博，焦李成

《计算机学报》

2004

多智能体遗传算法用于线性系统逼近

钟伟才，刘静，焦李成

《自动化学报》

2004

基于正交水印的盲水印检测技术

钟桦，黄霞，焦李成

《自动化学报》

2004

基于多目标遗传算法的模拟电路进化设计方法

赵曙光，焦李成，王宇平，杨万海

《西安电子科技大学学报》

2004

一种基于量子染色体的遗传算法

杨淑媛，刘芳，焦李成

《西安电子科技大学学报》

2004

模糊CLOPE算法及其参数优选

李洁，高新波，焦李成

《控制与决策》

2004

基于多目标自适应遗传算法的逻辑电路门级进化方法

赵曙光，王宇平，杨万海，焦李成

《计算机辅助设计与图形学学报》

2004

遗传算法中自适应伸缩搜索空间的方法

钟伟才，刘静，焦李成

《系统工程与电子技术》

2004

改进多尺度融合结合小波域HMT模型的遥感图像分割

孙文锋，孙强，焦李成

《红外与激光工程》

2004

基于属性稀疏特征差异度的动态抽象聚类方法

周永权，焦李成

《系统工程与电子技术》

2004

用于函数优化的正交Multi-Agent遗传算法

薛明志，钟伟才，刘静，焦李成

《系统工程与电子技术》

2004

结合边缘信息的多尺度MRF图像分割

汪西莉，刘芳，焦李成

《中国图象图形学报》

2004

正交Multi-agent遗传算法及其性能分析

薛明志，钟伟才，刘静，焦李成

《控制与决策》

DOI

2004

一种基于路径聚类的Web用户访问模式发现算法

马力，焦李成，刘国营

《计算机科学》

2004

A novel quantum evolutionary algorithm and its application

Shu-Yuan Yang, Min Wang, Licheng Jiao

Proceedings of the 2004 Congress on Evolutionary Computation (IEEE Cat. No.04TH8753)

DOI

2003

小波神经网络的构造

李卫斌，刘芳，焦李成

《模式识别与人工智能》

2003

一种改进的推广能力衡量准则

周伟达，张莉，焦李成

《计算机学报》

2003

多智能体遗传算法用于超高维函数优化

钟伟才，薛明志，刘静，焦李成

《自然科学进展》

2003

图像的多尺度几何分析:回顾和展望

焦李成，谭山

《电子学报》

2003

基于微分容量控制的学习机

张莉，周伟达，焦李成

《电子学报》

2003

边缘检测的混合量子遗传算法

李映，焦李成，王浩军

《模式识别与人工智能》

2003

基于自适应免疫遗传算法的边缘检测

李映，焦李成

《中国图象图形学报》

2003

基于特征子空间的数字水印技术

钟桦，焦李成

《计算机学报》

2003

人工免疫系统进展与展望

焦李成，杜海峰

《电子学报》

2003

一种用于图像内容鉴别的数字签名方案

钟桦，焦李成

《计算机学报》

2003

动态规划算法进行弱目标检测的机理研究

强勇，焦李成，保铮

《电子与信息学报》

2003

免疫规划+K均值混合聚类算法

行小帅，潘进，焦李成

《计算机科学》

2003

基于免疫规划的K-means聚类算法

行小帅，潘进，焦李成

《计算机学报》

2003

基于形态学top-hat算子的多传感器图像融合

钟伟才，刘静，刘芳，焦李成

《电子学报》

2003

一种小波域HMT模型参数初始化方法

汪西莉，刘芳，焦李成

《计算机科学》

2003

基于多尺度马尔可夫随机场的图像分割

汪西莉，焦李成

《计算机科学》

2003

一种基于外边缘的文档水印技术

张小华，刘芳，焦李成

《系统工程与电子技术》

2003

视频图像中字幕区域自动提取算法

李洁，焦李成

《系统工程与电子技术》

2003

基于FSVM的雷达多目标识别

郑春红，郑贵文，焦李成

《系统工程与电子技术》

2003

一种有效的用于雷达弱目标检测的算法

强勇，焦李成，保铮

《电子学报》

2003

基于AER模型的Multi-Agent遗传算法

钟伟才，薛明志，刘静，焦李成

《模式识别与人工智能》

2003

基于小波和BP神经网络的无线电探测目标识别技术

桂延宁，焦李成，张福顺

《电子学报》

2002

统一框架下软计算方法和支撑矢量机的机理研究

李映，焦李成

《模式识别与人工智能》

2002

基于概率模型的遗传算法

汪西莉，刘芳，焦李成

《西安电子科技大学学报》

2002

一种有意义水印盲提取算法

钟桦，刘芳，焦李成

《中国图象图形学报》

2002

用免疫神经网络做数据挖掘

郑建国，刘芳，焦李成

《计算机科学》

2002

粒度神经网络对数字语言的数据融合

行小帅，焦李成

《计算机科学》

2002

尺度核函数支撑矢量机

张莉，周伟达，焦李成

《电子学报》

2002

混合因子分析的重新抽样方法

岳博，焦李成

《电子学报》

2002

核聚类算法

张莉，周伟达，焦李成

《计算机学报》

2002

自适应灰度级数字水印技术

钟桦，焦李成

《计算机学报》

2001

支撑矢量机的分类机理

李映，白本督，焦李成

《系统工程与电子技术》

2001

支撑矢量预选取的中心距离比值法

焦李成，张莉，周伟达

《电子学报》

2001

神经网络在产品结构模型模糊综合评判中的应用

郑建国，焦李成

《系统工程与电子技术》

2001

基于案例挖掘的新的智能决策支持系统研究

郑建国，刘芳，焦李成

《系统工程与电子技术》

2001

线性规划支撑矢量机

周伟达，张莉，焦李成

《电子学报》

2001

免疫进化子波网络及其学习算法

王磊，焦李成，刘芳，张艳宁

《电子学报》

2001

量子进化策略

杨淑媛，刘芳，焦李成

《电子学报》

2001

免疫进化聚类算法

刘静，钟伟才，刘芳，焦李成

《电子学报》

2001

支撑矢量机推广能力分析

周伟达，张莉，焦李成

《电子学报》

2000

插值FIR视频积累器

张子敬，焦李成

《电子学报》

2000

免疫规划

王磊，潘进，焦李成

《计算机学报》

2000

免疫算法

王磊，潘进，焦李成

《电子学报》

2000

多径CDMA信道下的盲空时多用户检测

郑建忠，焦李成

《电子学报》

2000

双极点滤波器组:一种新的非相参积累器

张子敬，焦李成

《电子学报》

2000

多子波神经网络及其逼近性

潘进，焦李成

《电子学报》

2000

基于独立分量分析的DS-CDMA系统接收机

丁志刚，朱孝龙，焦李成

《电子学报》

2000

一种新型的多用户检测算法

屈炳云，焦李成

《电子学报》

2000

遗传算法与模糊逻辑的双向集成

王磊，陈莉，焦李成

《航空计算技术》

2000

用遗传算法确定短序列正交多子波

潘进，焦李成，陈莉

《自然科学进展》

2000

对弧进行删除的Bayes网络近似方法

岳博，焦李成

《计算机学报》

1999

一种新的自适应子波预滤波器设计

杨新星，焦李成

《电子学报》

1998

用于船舶噪声分类的局域自适应子波神经网络分类器

张艳宁，焦李成，靳云姬，孙进才

《系统工程与电子技术》

1997

分布式神经网络推理原理

冯大政，保铮，焦李成

《系统工程与电子技术》

1997

混沌、噪声背景中信号的滤波检测方法

水鹏朗，焦李成

《系统工程与电子技术》

1994

求解特征值问题的神经网络

张青富，保铮，焦李成

《系统工程与电子技术》

1993

神经网络与军事电子技术智能化

焦李成，保铮

《系统工程与电子技术》

1993

子波理论与应用

焦李成，保铮

《系统工程与电子技术》

1993

子波理论与应用:进展与展望

焦李成，保铮

《电子学报》

1993

同伦BP网络理论与算法

焦李成，保铮

《电子学报》

1992

非线性网络和系统BIBO稳定性的MD理论和方法

焦李成，邱关源

《系统工程与电子技术》

1992

电流模式模拟信号处理的进展与展望

焦李成

《电子学报》

1992

一种新的求解线性规划的神经网络

张青富，焦李成，保铮

《电子学报》

1992

神经网络与AI发展现状、省思与综合

焦李成

《系统工程与电子技术》

1990

神经网络专家系统——基本理论与实现

焦李成

《系统工程与电子技术》

1990

神经网络研究的进展和展望

焦李成，刘芳

《电子学报》

1990

非线性大系统故障诊断的人工智能方法

焦李成，刘芳

《微电子学与计算机》

1990

非系统理论与动力学复杂性研究

焦李成

《系统工程与电子技术》

1989

一门新的学科——非线性系统学

焦李成

《系统工程与电子技术》

1989

神经网络理论 学习、识别与计算的现代途径

焦李成，刘芳

《计算机科学》

神经网络系统理论

焦李成

《西安电子科技大学出版社》

Multi-level vision language interaction learning for cross-modal retrieval

Hao Wang, Fang Liu, Licheng Jiao, Jiahao Wang, Shuo Li, Ling-Ling Li, Pu-Hua Chen, Xu Liu, Wen-Ping Ma

Information Fusion

DOI

会议论文

2016

A New Approach to Self-triggered Consensus Analysis in Networks with Switching Topologies

Bo Liu, Wenlian Lu, Licheng Jiao, Tianping Chen

《第28届中国控制与决策会议论文集（上）》

研究方向

智能感知与图像理解 深度学习与类脑计算 进化优化与遥感解译

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