潘杰｜中国矿业大学｜学者主页

2026

MIRAGE：语义引导多模态融合的AIGC图像溯源模型

王楠，王娟，刘耀文，潘杰，夏一雪，冼婷玉

《数据分析与知识发现》

2026

DNN-aided low-rank and sparse decomposition model for infrared small target detection

Jia-Jie Yin, Heng-Chao Li, Yu-Bang Zheng, Xiong-Fei Geng, Jie Pan

Pattern Recognition

DOI

2026

SPFormer: Superpixel-perceptive transformer for infrared small target detection

Yan-Qiong Liu, Sen Lei, Heng-Chao Li, Jie Pan, Xiong-Fei Geng

Pattern Recognition

DOI

2026

Hyperspectral image fusion via unsupervised reversible network with adaptive scale-aware convolution

Mengnan Jin, Wen-Juan Zhang, Zhen Li, Bing Zhang, Jie Pan

International Journal of Digital Earth

DOI

2026

ALF-Net: A Lightweight and Fast Network for Small Object Detection in Airborne Remote Sensing

Jia-Mei Shi, Hai-Tao Zhao, Hong Yang, Jie Pan, Ran Tao

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

DOI

2026

Disturbance-Robust Remote Sensing Change Captioning with Self-supervised Multi-frequency Representation

Yi-Tao Zhao, Sen Lei, Heng-Chao Li, Turgay Çelík, Jie Pan

Journal of remote sensing

DOI

2026

A systematic review of deep learning methods for mineral exploration using multisource geoscience data (2018–2025)

Ma Yuan, Qing-Ting Li, Bing Zhang, Jie Pan, Lian-Ru Gao, L. Jing, Lin-Lin Lu

International Journal of Applied Earth Observation and Geoinformation

DOI

2026

Wavelength-Aware Local-Frame Attention Retrieval Network for Hyperspectral Mineral Identification

Wen-Xuan Liu, Jun-Xiang Tan, Jie Pan, Bang-Jin Yi, Xin-Le Zhang

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

DOI

2026

RSO-DETR: Multiscale Feature Integration and Spatial Pixel Calibration for Robust Small Object Detection in UAV Images

Jie Pan, Yunzhe Hu, Xiaoyu Zou

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

DOI

2025

基于特征异常检测与伪标签回归的无监督对抗域适应

潘杰，刘波，邹筱瑜

《电子学报》

2025

Multimodal Quaternion Representation Network for Multisource Remote Sensing Data Classification

Yu-Le Wei, Heng-Chao Li, Jian-Li Wang, Yu-Bang Zheng, Jie Pan, Qian Du

IEEE Transactions on Neural Networks and Learning Systems

DOI

2025

Retrieval of Ocean Surface Currents by Synergistic Sentinel-1 and SWOT Data Using Deep Learning

Kai Sun, Jian-Jun Liang, Xiao-Ming Li, Jie Pan

Remote Sensing

DOI

2025

Memory-Augmented Differential Network for Infrared Small Target Detection

Yan-Qiong Liu, Sen Lei, Nan-Qing Liu, Jie Pan, Heng-Chao Li

IEEE Geoscience and Remote Sensing Letters

DOI

2025

Multiscale Gaussian Process-Driven Graph Convolutional Neural Network for Polarimetric SAR Image Classification

Zewen Li, Heng-Chao Li, Jing-Hua Yang, Fan Zhang, Jie Pan

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

DOI

2025

Low-Rank Regularized Correlation Filter for Hyperspectral Video Object Tracking

Na-Na Li, Heng-Chao Li, Jian-Li Wang, Xiong-Fei Geng, Jie Pan

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

DOI

2025

SSU-Net: A Novel Spectral–Spatial Dual–Branch U-Net for Spectral Superresolution in Wide-Area Multispectral Remote Sensing Imagery

Wen-Juan Zhang, Mengnan Jin, Bing Zhang, Zhen Li, Wen-Tao Song, Jie Pan

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

DOI

2025

RetinaNet-XAG: Multicategory SAR Target Detection Under Sample Imbalance With Oriented Bounding Boxes

Shaofeng Li, Bo Zhang, Xin Lin, Jie Pan, Wen Jiang, XiJuan Yue

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

DOI

2025

M2S-DETR: A Mixed Receptive Field and Multiposition Encoding for Scale-Sensitive SAR Ship Detection With Transformer

Pengfei Guo, Heng-Chao Li, Nan-Qing Liu, Sen Lei, Xiong-Fei Geng, Jie Pan

IEEE Sensors Journal

DOI

2025

Low-redundancy motor imagery EEG decoding based on dynamic attention and feature reconstruction

Jie Pan, Zhijie Dong, Pengjun Zhao, Jiayin Chen, Xiaoyu Zou, Jiajing Song, Liwen Zhang

Neurocomputing

DOI

2024

基于通道性能度量的神经网络结构搜索算法

潘杰，郑学驰，邹筱瑜

《控制与决策》

DOI

2024

基于信号分解深度网络的轴承剩余寿命预测

邹筱瑜，胡亮，王福利，潘杰，王忠宾

《仪器仪表学报》

DOI

2024

人工智能及其在生命科学中的应用与展望

潘杰，中山皓博

《山东师范大学学报(自然科学版)》

2024

COUD: Continual Urbanization Detector for Time Series Building Change Detection

Yi-Tao Zhao, Heng-Chao Li, Sen Lei, Nan-Qing Liu, Jie Pan, Turgay Çelík

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

DOI

2024

CausalAttenNet: A Fast and Long-Term-Temporal Network for Automatic Sleep Staging With Single-Channel EEG

Jie Pan, Yongjie Feng, Pengjun Zhao, Xiaoyu Zou, Aiping Hou, Xiaoyi Che

IEEE Transactions on Instrumentation and Measurement

DOI

2017

一种改进的子宫肌电包络提取算法

陆尧胜，潘杰，陈朝霞

《生物医学工程学杂志》

2016

基于改进活动轮廓模型的图像分割

王芳，潘杰

《微电子学与计算机》

2014

基于主动轮廓探索的多源色彩迁移

潘杰，王雪松，程玉虎

《自动化学报》

2013

基于相似度衡量的决策树自适应迁移

王雪松，潘杰，程玉虎，曹戈

《自动化学报》

2011

基于知识迁移的Ant-Q算法

王雪松，潘杰，程玉虎

《电子学报》

2011

基于图知识迁移的蚁群算法参数选择

王雪松，潘杰，程玉虎

《控制与决策》

DOI

2007

基于神经网络多分类器组合模型的OCR应用研究

魏娜，贲可荣，潘杰，张秀山

《武汉理工大学学报(交通科学与工程版)》

潘杰

精选作品

期刊论文

MIRAGE：语义引导多模态融合的AIGC图像溯源模型

DNN-aided low-rank and sparse decomposition model for infrared small target detection

SPFormer: Superpixel-perceptive transformer for infrared small target detection

Hyperspectral image fusion via unsupervised reversible network with adaptive scale-aware convolution

ALF-Net: A Lightweight and Fast Network for Small Object Detection in Airborne Remote Sensing

Disturbance-Robust Remote Sensing Change Captioning with Self-supervised Multi-frequency Representation

A systematic review of deep learning methods for mineral exploration using multisource geoscience data (2018–2025)

Wavelength-Aware Local-Frame Attention Retrieval Network for Hyperspectral Mineral Identification

RSO-DETR: Multiscale Feature Integration and Spatial Pixel Calibration for Robust Small Object Detection in UAV Images

基于特征异常检测与伪标签回归的无监督对抗域适应

Multimodal Quaternion Representation Network for Multisource Remote Sensing Data Classification

Retrieval of Ocean Surface Currents by Synergistic Sentinel-1 and SWOT Data Using Deep Learning

Memory-Augmented Differential Network for Infrared Small Target Detection

Multiscale Gaussian Process-Driven Graph Convolutional Neural Network for Polarimetric SAR Image Classification

Low-Rank Regularized Correlation Filter for Hyperspectral Video Object Tracking

SSU-Net: A Novel Spectral–Spatial Dual–Branch U-Net for Spectral Superresolution in Wide-Area Multispectral Remote Sensing Imagery

RetinaNet-XAG: Multicategory SAR Target Detection Under Sample Imbalance With Oriented Bounding Boxes

M2S-DETR: A Mixed Receptive Field and Multiposition Encoding for Scale-Sensitive SAR Ship Detection With Transformer

Low-redundancy motor imagery EEG decoding based on dynamic attention and feature reconstruction

基于通道性能度量的神经网络结构搜索算法

基于信号分解深度网络的轴承剩余寿命预测

人工智能及其在生命科学中的应用与展望

COUD: Continual Urbanization Detector for Time Series Building Change Detection

CausalAttenNet: A Fast and Long-Term-Temporal Network for Automatic Sleep Staging With Single-Channel EEG

一种改进的子宫肌电包络提取算法

基于改进活动轮廓模型的图像分割

基于主动轮廓探索的多源色彩迁移

基于相似度衡量的决策树自适应迁移

基于知识迁移的Ant-Q算法

基于图知识迁移的蚁群算法参数选择

基于神经网络多分类器组合模型的OCR应用研究

会议论文

A New Moving Objects Detection Method Based on Improved SURF Algorithm

预印本

LC-TSRNet: A Land-Cover-Guided Two-Stage Network for Annual MODIS Surface Reflectance Time Series Reconstruction

Reinforcement learning for automatic quadrilateral mesh generation: a soft actor-critic approach

研究方向