Shou Feng

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 50

Top Topics

Image Classification

Top Venues

IEEE Trans. Geosci. Remote. Sens.

IEEE Geosci. Remote. Sens. Lett.

Publications

Mingshuo Cai, Bobo Xi, Jiaojiao Li, Shou Feng, Yunsong Li, Zan Li, Jocelyn Chanussot
Mind the Gap: Multilevel Unsupervised Domain Adaptation for Cross-Scene Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Yingjie Tang, Shou Feng, Chunhui Zhao, Yongqi Chen, Yuanze Fan, Maosheng Wei
A Lightweight Change Detection Method Based on Feature Interaction and Transformer for High Resolution Remote Sensing Images. ICASSP (2024)
Yingjie Tang, Shou Feng, Chunhui Zhao, Yuanze Fan, Qian Shi, Wei Li, Ran Tao
An Object Fine-Grained Change Detection Method Based on Frequency Decoupling Interaction for High-Resolution Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Maoyang Chen, Shou Feng, Chunhui Zhao, Bo Qu, Nan Su, Wei Li, Ran Tao
Fractional Fourier-Based Frequency-Spatial-Spectral Prototype Network for Agricultural Hyperspectral Image Open-Set Classification. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Shou Feng, Jinghe Zhang, Fenghua Huang, Ruihui Peng, Chunhui Zhao
An Attention Feature Interaction Change Detection Method Based on Detail Enhancement for Dual-Temporal Hyperspectral Images. IEEE Geosci. Remote. Sens. Lett. 21 (2024)
Hongzhe Zhang, Shou Feng, Di Wu, Chunhui Zhao, Xi Liu, Yuan Zhou, Shengnan Wang, Hongtao Deng, Shuang Zheng
Hyperspectral Image Classification on Large-Scale Agricultural Crops: The Heilongjiang Benchmark Dataset, Validation Procedure, and Baseline Results. Remote. Sens. 16 (3) (2024)
Yi Shen, Nan Su, Chunhui Zhao, Yiming Yan, Shou Feng, Yong Liu, Wei Xiang
A Foreground-Driven Fusion Network for Gully Erosion Extraction Utilizing UAV Orthoimages and Digital Surface Models. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Jinpeng Wang, Congan Xu, Chunhui Zhao, Long Gao, Junfeng Wu, Yiming Yan, Shou Feng, Nan Su
Multimodal Object Detection of UAV Remote Sensing Based on Joint Representation Optimization and Specific Information Enhancement. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17 (2024)
Chunhui Zhao, Maoyang Chen, Shou Feng, Wenxiang Zhu, Boao Qin
Full-Range Feature Extraction Network Based on Quality-Quantity-Balance Sample Enhancement for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Chunhui Zhao, Yi Shen, Nan Su, Yiming Yan, Shou Feng, Wei Xiang, Yong Liu, Tianhao Zhao
A Label Correction Learning Framework for Gully Erosion Extraction Using High-Resolution Remote Sensing Images and Noisy Labels. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17 (2024)
Boao Qin, Shou Feng, Chunhui Zhao, Wei Li, Ran Tao, Wei Xiang
Cross-Domain Few-Shot Learning Based on Feature Disentanglement for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Boao Qin, Shou Feng, Chunhui Zhao, Bobo Xi, Wei Li, Ran Tao, Yunsong Li
Hyperspherical Structural-Aware Distillation Enhanced Spatial-Spectral Bidirectional Interaction Network for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Shou Feng, Rui Feng, Jianfei Liu, Chunhui Zhao, Fengchao Xiong, Lifu Zhang
An Attention-Based Multiscale Spectral-Spatial Network for Hyperspectral Target Detection. IEEE Geosci. Remote. Sens. Lett. 20 (2023)
Chunhui Zhao, Hongjiao Liu, Nan Su, Congan Xu, Yiming Yan, Shou Feng
TMTNet: A Transformer-Based Multimodality Information Transfer Network for Hyperspectral Object Tracking. Remote. Sens. 15 (4) (2023)
Chunhui Zhao, Minghua Wang, Nan Su, Yiming Yan, Shou Feng
DSTNet: Dynamic-Static Transformer Style Network for Cross-Resolution Vehicle Reidentification. IEEE Geosci. Remote. Sens. Lett. 20 (2023)
Hongjiao Liu, Jiayue He, Jinpeng Wang, Nan Su, Chunhui Zhao, Yiming Yan, Shou Feng, Ze Liu, Jianfei Liu, Zilong Zhao
Multi-Band Hyperspectral Object Tracking: Leveraging Spectral Information Prompts and Spectral Scale-Aware Representation. WHISPERS (2023)
Yingjie Tang, Mingrong Zhu, Shou Feng, Chunhui Zhao, Yuanze Fan, Yongqi Chen
An End to End Change Detection Method Based on Deep Supervised and Feature Interaction for Erosion Gully. IGARSS (2023)
Chunhui Zhao, Yingjie Tang, Shou Feng, Yuanze Fan, Wei Li, Ran Tao, Lifu Zhang
High-Resolution Remote Sensing Bitemporal Image Change Detection Based on Feature Interaction and Multitask Learning. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
HongZhe Zhang, Shou Feng, XueQing Wang, JianFei Liu, Boao Qin, HaiYang Zhong
Hyperspectral Image Classification Based on Masked Self-Supervisied Pretraining Network. IGARSS (2023)
Chunhui Zhao, Maoyang Chen, Shou Feng, Boao Qin, Lifu Zhang
A Coarse-to-Fine Semisupervised Learning Method Based on Superpixel Graph and Breaking-Tie Sampling for Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 20 (2023)
Chunhui Zhao, Boao Qin, Shou Feng, Wenxiang Zhu, Weiwei Sun, Wei Li, Xiuping Jia
Hyperspectral Image Classification With Multi-Attention Transformer and Adaptive Superpixel Segmentation-Based Active Learning. IEEE Trans. Image Process. 32 (2023)
Chunhui Zhao, Wenxuan Wang, Yiming Yan, Nan Su, Shou Feng, Wei Hou, Qingyu Xia
A Novel Object-Level Building-Matching Method across 2D Images and 3D Point Clouds Based on the Signed Distance Descriptor (SDD). Remote. Sens. 15 (12) (2023)
Yongqi Chen, Mingrong Zhu, Chunhui Zhao, Shou Feng, Yuanze Fan, Yingjie Tang
A Hyperspectral Change Detection Method Based on Active Learning Strategy. IGARSS (2023)
Shou Feng, Rui Feng, Dan Wu, Chunhui Zhao, Wei Li, Ran Tao
A Coarse-to-Fine Hyperspectral Target Detection Method Based on Low-Rank Tensor Decomposition. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Jiayue He, Nan Su, Congan Xu, Yanping Liao, Yiming Yan, Chunhui Zhao, Wei Hou, Shou Feng
A Cross-Modality Feature Transfer Method for Target Detection in SAR Images. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Boao Qin, Chunhui Zhao, Shou Feng, Maoyang Chen, HongZhe Zhang, Bobo Xi
Hybrid Spectral-Spatial Convolutional Network and Transformer with Mixup Regularization for Hyperspectral Image Classification. WHISPERS (2023)
Chunhui Zhao, Wenxiang Zhu, Shou Feng
Hyperspectral Image Classification Based on Kernel-Guided Deformable Convolution and Double-Window Joint Bilateral Filter. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Chunhui Zhao, Boao Qin, Shou Feng, Wenxiang Zhu, Lifu Zhang, Jinchang Ren
An Unsupervised Domain Adaptation Method Towards Multi-Level Features and Decision Boundaries for Cross-Scene Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Wenxiang Zhu, Chunhui Zhao, Shou Feng, Boao Qin
Multilevel Feature Alignment Based on Spatial Attention Deformable Convolution for Cross-Scene Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Chunhui Zhao, Mingxing Wang, Shou Feng, Nan Su
Hyperspectral Target Detection Method Based on Nonlocal Self-Similarity and Rank-1 Tensor. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Shou Feng, Dan Wu, Rui Feng, Chunhui Zhao
Hyperspectral Anomaly Detection With Total Variation Regularized Low Rank Tensor Decomposition and Collaborative Representation. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Wenxiang Zhu, Chunhui Zhao, Boao Qin, Shou Feng
Short and Long Range Graph Convolution Network for Hyperspectral Image Classification. IGARSS (2022)
Wenxiang Zhu, Chunhui Zhao, Shou Feng, Boao Qin
Multiscale Short and Long Range Graph Convolutional Network for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Chunhui Zhao, Boao Qin, Shou Feng, Wenxiang Zhu
Multiple Superpixel Graphs Learning Based on Adaptive Multiscale Segmentation for Hyperspectral Image Classification. Remote. Sens. 14 (3) (2022)
Shou Feng, Yuanze Fan, Yingjie Tang, Hao Cheng, Chunhui Zhao, Yaoxuan Zhu, Chunhua Cheng
A Change Detection Method Based on Multi-Scale Adaptive Convolution Kernel Network and Multimodal Conditional Random Field for Multi-Temporal Multispectral Images. Remote. Sens. 14 (21) (2022)
Yingjie Tang, Yuanze Fan, Shou Feng, Chunhui Zhao, Tianfang Luo
Hyperspectral Image Change Detection Based on Multi-Scale 3D Convolution Autoencoder. IGARSS (2022)
Shou Feng, Shulu Tang, Chunhui Zhao, Ying Cui
A Hyperspectral Anomaly Detection Method Based on Low-Rank and Sparse Decomposition With Density Peak Guided Collaborative Representation. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Chunhui Zhao, Chuang Li, Shou Feng, Xiuping Jia
Enhanced Total Variation Regularized Representation Model With Endmember Background Dictionary for Hyperspectral Anomaly Detection. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Chunhui Zhao, Wenxiang Zhu, Shou Feng
Superpixel Guided Deformable Convolution Network for Hyperspectral Image Classification. IEEE Trans. Image Process. 31 (2022)
Chunhui Zhao, Chuang Li, Shou Feng, Wei Li
Spectral-Spatial Anomaly Detection via Collaborative Representation Constraint Stacked Autoencoders for Hyperspectral Images. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Chunhui Zhao, Hao Cheng, Shou Feng
A Spectral-Spatial Change Detection Method Based on Simplified 3-D Convolutional Autoencoder for Multitemporal Hyperspectral Images. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Chunhui Zhao, Chuang Li, Shou Feng, Nan Su
Hyperspectral Anomaly Detection Using Bilateral-Filtered Generative Adversarial Networks. IGARSS (2021)
Chunhui Zhao, Chuang Li, Shou Feng
A Spectral-Spatial Method Based on Fractional Fourier Transform and Collaborative Representation for Hyperspectral Anomaly Detection. IEEE Geosci. Remote. Sens. Lett. 18 (7) (2021)
Chunhui Zhao, Boao Qin, Tong Li, Shou Feng, Yiming Yan
Hyperspectral Image Classification Based on Dense Convolution and Conditional Random Field. IGARSS (2021)
Chunhui Zhao, Chuang Li, Shou Feng, Nan Su, Wei Li
A Spectral-Spatial Anomaly Target Detection Method Based on Fractional Fourier Transform and Saliency Weighted Collaborative Representation for Hyperspectral Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13 (2020)
Chunhui Zhao, Chuang Li, Shou Feng, Nan Su
Spectral-Spatial Stacked Autoencoders Based on the Bilateral Filter for Hyperspectral Anomaly Detection. IGARSS (2020)
Mingzhu Xu, Bing Liu, Ping Fu, Junbao Li, Yu Hen Hu, Shou Feng
Video Salient Object Detection via Robust Seeds Extraction and Multi-Graphs Manifold Propagation. IEEE Trans. Circuits Syst. Video Technol. 30 (7) (2020)
Chunhui Zhao, Mingxing Wang, Nan Su, Shou Feng
Dictionary Learning Hyperspectral Target Detection Algorithm Based on Tucker Tensor Decomposition. IGARSS (2020)
Di Zhou, Ping Fu, Hongtao Yin, Wei Xie, Shou Feng
A Study of Online State-of-Health Estimation Method for In-Use Electric Vehicles Based on Charge Data. IEICE Trans. Inf. Syst. (7) (2019)
Shou Feng, Ping Fu, Wenbin Zheng
A Hierarchical Multi-Label Classification Algorithm for Gene Function Prediction. Algorithms 10 (4) (2017)
Lei Feng, Bing Liu, Jiaqing Qiao, Shou Feng
Compressive sensing signal reconstruction based on stagewise gradient pursuit. ICTC (2012)