孙航｜三峡大学｜学者主页

2026

基于YOLOv10的多尺度调制和通道重校准垃圾检测算法

孙航，师泽帅，余梅，万俊，梁超

《安全与环境学报》

DOI

2026

跨分量残差增强与共享差分补偿的变电站异常检测算法研究

孙航，廖珂，胡得澳，余梅，吴田，陈小辉

《电网技术》

DOI

2026

多层级补偿与三维感知增强的绝缘子缺陷检测算法

孙航，刘晓亮，胡得澳，吴田，余梅，梁超

《高电压技术》

DOI

2026

Frequency-Domain Heterogeneous Rank-Entropy Bipolarization Network for Remote Sensing Change Detection

Hang Sun, Runzhou Li, Chenyang Wang, Le-Fei Zhang, Dong Ren, Wen-Bin Wang

IEEE Transactions on Geoscience and Remote Sensing

DOI

2026

Heterogeneous Prompting Cross-Domain Modulation Network for Remote Sensing Image Dehazing

Hang Sun, Guanbo Feng, Bo Du, Yi-Bing Zhan, Dong Ren, Wen-Bin Wang, Jun Wan

IEEE Transactions on Geoscience and Remote Sensing

DOI

2026

Spatially Anisotropic Reasoning Network for Remote Sensing Scene Graph Generation

Wen-Bin Wang, Yi-Heng Chen, Hang Sun, Dong Ren, Yan-Sheng Li

IEEE Transactions on Geoscience and Remote Sensing

DOI

2026

CRS-Det: Consistent Region Semantic Modeling for Remote Sensing Open-Vocabulary Object Detection

Ming Liu, Jing Li, Dong Ren, Hang Sun

IEEE Transactions on Geoscience and Remote Sensing

DOI

2026

MMLN: Multidirectional and Multiconstraint Learning Network for Remote Sensing Imagery Semantic Segmentation

Hang Sun, Yong-Chang Xie, Dong Ren, F. Wen, Lyuyang Tong, Lai-Bin Chang

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

DOI

2026

MDFANet: Multidimensional Feature Alignment Network for Self-Supervised Pretraining in Remote Sensing Change Detection

Lu Wang, Chenyang Wang, Runzhou Li, Jun-Bo Yu, Hang Sun, Wen-Bin Wang, Dong Ren

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

DOI

2026

Frequency-domain heterogeneous differential spatial-aware network for transmission line anomalous object detection

Hang Sun, Bin Hu, Deao Hu, Mengya Han, Mei Yu, Tian Wu, Jun Wan

Measurement science and technology

DOI

2026

Global-local uncertainty-contrastive physics-guided inversion network for unsupervised cloud removal

Shiwen Gong, Guanbo Feng, Qiong Liu, Runzhou Li, Hang Sun

Neural Networks

DOI

2025

双向映射与物理负相关的航空图像去雾算法

姚兆汝，孙航，任东，刘莉，万俊

《航空学报》

2025

Dynamic-Routing 3D-Fusion Network for Remote Sensing Image Haze Removal

Hang Sun, Shuanglong Li, Bo Du, Le-Fei Zhang, Dong Ren, Lyuyang Tong

IEEE Transactions on Geoscience and Remote Sensing

DOI

2025

Latent Feature Disentanglement Bidirectional Prompting Network for Unsupervised Cloud Removal

Hang Sun, Zhixuan Huang, Bo Du, Lyuyang Tong, Jun Wan, Mei Yu, Peng Chen

IEEE Transactions on Geoscience and Remote Sensing

DOI

2025

Spatial–Frequency Residual-Guided Dynamic Perceptual Network for Remote Sensing Image Haze Removal

Hang Sun, Zhaoru Yao, Bo Du, Jun Wan, Dong Ren, Lyuyang Tong

IEEE Transactions on Geoscience and Remote Sensing

DOI

2025

Hierarchical Heterogeneous Geometric Foreground Perception Network for Remote Sensing Object Detection

Dong Ren, Yang Liu, Hang Sun, Le-Fei Zhang, Jun Wan

IEEE Transactions on Geoscience and Remote Sensing

DOI

2025

Multiconstrained Heterogeneous Deep Network for Remote Sensing Rural Building Detection

Dong Ren, Dongxu Wang, Hang Sun, Shun Ren, Wen-Bin Wang

IEEE Geoscience and Remote Sensing Letters

DOI

2025

HFGL-Net: High-frequency guided multi-scale non-local network for remote sensing object detection

Zhi-Ping Dan, Qiuyue Fu, Longhui Huang, Deao Hu, Xuefei Li, Hang Sun

Digit. Signal Process.

DOI

2025

Bidirectional-Modulation Frequency-Heterogeneous Network for Remote Sensing Image Dehazing

Hang Sun, Qin Zhong, Bo Du, Zhi-Gang Tu, Jun Wan, Wen-Bin Wang, Dong Ren

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

DOI

2025

SMN-AgroCLA: a deep learning framework with sequential midrange normalization for enhanced rice yield prediction using remote sensing data

Li Liu, Kehan Zhang, Yang Zhang, Tao Lin, Weiwei Sun, Hang Sun, Pei-Lin Song, Weiwei Liu, Biao Xiong, Dong Ren, Jing-Feng Huang

GIScience & Remote Sensing

DOI

2025

Spatial-frequency interaction and imitation learning decoupled head network for remote sensing forest flame detection

Dong Ren, Hui-Lan Liu, Hang Sun, Xuefei Li, Lu Wang

International Journal of Remote Sensing

DOI

2025

MASFNet: Multi-level attention and spatial sampling fusion network for pine wilt disease trees detection

Dong Ren, Meng Li, Ziyu Hong, Li Liu, Jingfeng Huang, Hang Sun, Shun Ren, Sao Pan, Wen-Bin Wang, Jingcheng Zhang

Ecological Indicators

DOI

2025

Cross-layer context boundary guided network for crack segmentation

Hang Sun, Tianyu Zhang, Mei Yu, Ren Shun, Dong Wang

Construction and Building Materials

DOI

2025

Residual guided and cross-level feature interaction network for substation anomaly detection

Hang Sun, Zhenduo Wang, Yuelin Zheng, Mei Yu, Tian Wu, Lei Fang

Electric Power Systems Research

DOI

2025

Region-focused fusion and axial geometric enhancement network for substation equipment defect detection

Hang Sun, Luyao Wang, Xiaojun Liu, Mei Yu, Lei Fang

Signal Image and Video Processing

DOI

2025

FCLG-Net: frequency multi-angle compensation and low-resolution guided network for pavement crack segmentation

Wen Yang, Yingying Zheng, Hang Sun, Chao Chu Liang, Lei Fang

Signal Image and Video Processing

DOI

2024

基于跨层注意力特征交互和多尺度通道注意力的单幅图像去雾网络

孙航，付秋月，李勃辉，但志平，余梅，万俊

《电子学报》

2024

Spatial Focused Bitemporal Interactive Network for Remote Sensing Image Change Detection

Hang Sun, Yuan Yao, Le-Fei Zhang, Dong Ren

IEEE Transactions on Geoscience and Remote Sensing

DOI

2024

Unsupervised multi-branch network with high-frequency enhancement for image dehazing

Hang Sun, Zhi-Ming Luo, Dong Ren, Bo Du, Lai-Bin Chang, Jun Wan

Pattern Recognition

DOI

2024

MIAYOLO: Multiexpert and Intraclass Aggregation-Assisted Suburban Building Detection in Unmanned Aerial Vehicle Imagery

Dong Ren, Gang Zhao, Hang Sun, Shun Ren, Li Liu

IEEE Geoscience and Remote Sensing Letters

DOI

2024

Unsupervised Bidirectional Contrastive Reconstruction and Adaptive Fine-Grained Channel Attention Networks for image dehazing

Hang Sun, Yang Wen, Huijing Feng, Yuelin Zheng, Qi Mei, Dong Ren, Mei Yu

Neural Networks

DOI

2024

FCLGYOLO: Feature Constraint and Local Guided Global Feature for Fire Detection in Unmanned Aerial Vehicle Imagery

Dong Ren, Yang Zhang, Lu Wang, Hang Sun, Shun Ren, Jian Gu

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

DOI

2024

Embedded U-shaped network with cross-hierarchical feature adaptation fusion for remote sensing image haze removal

Hang Sun, Hongyu Gong, Hong Zhang, Si-Xian Chan, Jun Wan

International Journal of Remote Sensing

DOI

2024

Dual Constraint Parallel Multi-scale Attention Network for Insulator Detection in Foggy Scene

Hang Sun, Longhui Huang, Mei Yu, Dong Ren, Qiuyue Fu

Lecture notes in computer science

DOI

2024

Hierarchical slice interaction and multi-layer cooperative decoding networks for remote sensing image dehazing

Mei Yu, ShouYi Xu, Hang Sun, Yuelin Zheng, Wen Yang

Image and Vision Computing

DOI

2023

基于双判别器异构CycleGAN框架下多阶通道注意力校准的室外图像去雾

但志平，方帅领，孙航，李晶，万俊

《电子学报》

2023

层级特征交互与增强感受野双分支遥感图像去雾网络

孙航，方帅领，但志平，任东，余梅，孙水发

《遥感学报》

2023

Partial Siamese With Multiscale Bi-Codec Networks for Remote Sensing Image Haze Removal

Hang Sun, Zhi-Ming Luo, Dong Ren, Wei Hu, Bo Du, Wen Yang, Jun Wan, Le-Fei Zhang

IEEE Transactions on Geoscience and Remote Sensing

DOI

2023

A Shallow Pooled Weighted Feature Enhancement Network for Small-Sized Pine Wilt Diseased Tree Detection

Mei Yu, S. Ye, Yuelin Zheng, Yanjing Jiang, Yisheng Peng, Yuyang Sheng, Chongjing Huang, Hang Sun

Electronics

DOI

2023

Multi-attention Integration Mechanism for Region Destruction Detection of Remote Sensing Images

Hang Sun, Yunyun Sun, Peng Li, He Xu

Computer Graphics International Conference

DOI

2023

A two-branch remote sensing image dehazing network based on hierarchical feature interaction and enhanced receptive field

Hang Sun, S. Fang, Zhi-Ping Dan, Dong Ren, Yu Mei, Shui-Fa Sun

National Remote Sensing Bulletin

DOI

2023

Local-enhanced multi-scale aggregation swin transformer for semantic segmentation of high-resolution remote sensing images

Dong Ren, Fa-Lin Li, Hang Sun, Li Liu, Shun Ren, Mei Yu

International Journal of Remote Sensing

DOI

2023

Multi-level Feature Interaction and Efficient Non-Local Information Enhanced Channel Attention for image dehazing

Hang Sun, Bohui Li, Zhi-Ping Dan, Wei Hu, Bo Du, Wen Yang, Jun Wan

Neural Networks

DOI

2022

Multibranch Unsupervised Domain Adaptation Network for Cross Multidomain Orchard Area Segmentation

Ming Liu, Dong Ren, Hang Sun, Simon X. Yang

Remote Sensing

DOI

2022

A Global Multi-Scale Channel Adaptation Network for Pine Wilt Disease Tree Detection on UAV Imagery by Circle Sampling

Dong Ren, Yi-Sheng Peng, Hang Sun, Mei Yu, Jie Yu, Ziwei Liu

Drones

DOI

2022

Orchard Areas Segmentation in Remote Sensing Images via Class Feature Aggregate Discriminator

Ming Liu, Dong Ren, Hang Sun, Simon X. Yang, Pan Shao

IEEE Geoscience and Remote Sensing Letters

DOI

2017

基于多阶段学习的相关滤波目标跟踪

孙航，李晶，杜博，肖雅夫，胡云玲

《电子学报》

2016

基于簇相似的多分类器目标跟踪算法

李康，何发智，潘一腾，孙航

《电子学报》

2013

基于摄像机运动控制的运动目标检测与跟踪算法研究

张思民，瞿帆，孙航

《福建电脑》

2011

基于BP神经网络的指纹识别

孙航

《信息与电脑》

精选作品

期刊论文

基于YOLOv10的多尺度调制和通道重校准垃圾检测算法

跨分量残差增强与共享差分补偿的变电站异常检测算法研究

多层级补偿与三维感知增强的绝缘子缺陷检测算法

Frequency-Domain Heterogeneous Rank-Entropy Bipolarization Network for Remote Sensing Change Detection

Heterogeneous Prompting Cross-Domain Modulation Network for Remote Sensing Image Dehazing

Spatially Anisotropic Reasoning Network for Remote Sensing Scene Graph Generation

CRS-Det: Consistent Region Semantic Modeling for Remote Sensing Open-Vocabulary Object Detection

MMLN: Multidirectional and Multiconstraint Learning Network for Remote Sensing Imagery Semantic Segmentation

MDFANet: Multidimensional Feature Alignment Network for Self-Supervised Pretraining in Remote Sensing Change Detection

Frequency-domain heterogeneous differential spatial-aware network for transmission line anomalous object detection

Global-local uncertainty-contrastive physics-guided inversion network for unsupervised cloud removal

双向映射与物理负相关的航空图像去雾算法

Dynamic-Routing 3D-Fusion Network for Remote Sensing Image Haze Removal

Latent Feature Disentanglement Bidirectional Prompting Network for Unsupervised Cloud Removal

Spatial–Frequency Residual-Guided Dynamic Perceptual Network for Remote Sensing Image Haze Removal

Hierarchical Heterogeneous Geometric Foreground Perception Network for Remote Sensing Object Detection

Multiconstrained Heterogeneous Deep Network for Remote Sensing Rural Building Detection

HFGL-Net: High-frequency guided multi-scale non-local network for remote sensing object detection

Bidirectional-Modulation Frequency-Heterogeneous Network for Remote Sensing Image Dehazing

SMN-AgroCLA: a deep learning framework with sequential midrange normalization for enhanced rice yield prediction using remote sensing data

Spatial-frequency interaction and imitation learning decoupled head network for remote sensing forest flame detection

MASFNet: Multi-level attention and spatial sampling fusion network for pine wilt disease trees detection

Cross-layer context boundary guided network for crack segmentation

Residual guided and cross-level feature interaction network for substation anomaly detection

Region-focused fusion and axial geometric enhancement network for substation equipment defect detection

FCLG-Net: frequency multi-angle compensation and low-resolution guided network for pavement crack segmentation

基于跨层注意力特征交互和多尺度通道注意力的单幅图像去雾网络

Spatial Focused Bitemporal Interactive Network for Remote Sensing Image Change Detection

Unsupervised multi-branch network with high-frequency enhancement for image dehazing

MIAYOLO: Multiexpert and Intraclass Aggregation-Assisted Suburban Building Detection in Unmanned Aerial Vehicle Imagery

Unsupervised Bidirectional Contrastive Reconstruction and Adaptive Fine-Grained Channel Attention Networks for image dehazing

FCLGYOLO: Feature Constraint and Local Guided Global Feature for Fire Detection in Unmanned Aerial Vehicle Imagery

Embedded U-shaped network with cross-hierarchical feature adaptation fusion for remote sensing image haze removal

Dual Constraint Parallel Multi-scale Attention Network for Insulator Detection in Foggy Scene

Hierarchical slice interaction and multi-layer cooperative decoding networks for remote sensing image dehazing

基于双判别器异构CycleGAN框架下多阶通道注意力校准的室外图像去雾

层级特征交互与增强感受野双分支遥感图像去雾网络

Partial Siamese With Multiscale Bi-Codec Networks for Remote Sensing Image Haze Removal

A Shallow Pooled Weighted Feature Enhancement Network for Small-Sized Pine Wilt Diseased Tree Detection

Multi-attention Integration Mechanism for Region Destruction Detection of Remote Sensing Images

A two-branch remote sensing image dehazing network based on hierarchical feature interaction and enhanced receptive field

Local-enhanced multi-scale aggregation swin transformer for semantic segmentation of high-resolution remote sensing images

Multi-level Feature Interaction and Efficient Non-Local Information Enhanced Channel Attention for image dehazing

Multibranch Unsupervised Domain Adaptation Network for Cross Multidomain Orchard Area Segmentation

A Global Multi-Scale Channel Adaptation Network for Pine Wilt Disease Tree Detection on UAV Imagery by Circle Sampling

Orchard Areas Segmentation in Remote Sensing Images via Class Feature Aggregate Discriminator

基于多阶段学习的相关滤波目标跟踪

基于簇相似的多分类器目标跟踪算法

基于摄像机运动控制的运动目标检测与跟踪算法研究

基于BP神经网络的指纹识别

研究方向