Leyuan Fang

235 papers A* 11B 3C 17Journal 199Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
BSDM: Background Suppression Diffusion Model for Hyperspectral Anomaly Detection.
IEEE Trans. Circuits Syst. Video Technol.
Jitao Ma, Weiying Xie, Ye Shi, Xueshuang Xiang, Yunsong Li, Leyuan Fang
2026 J jnl
Beyond distribution shifts: Adaptive hyperspectral image classification at test time.
Neurocomputing
Xia Yue, Anfeng Liu, Ning Chen, Chenjia Huang, Hui Liu, Zhou Huang, Leyuan Fang
2026 J jnl
Bridging RGB-T image fusion and semantic segmentation via multi-task collaborative learning.
Inf. Fusion
Ting Lu, Huiting Wu, Wei Fu, Leyuan Fang, Shutao Li
2026 J jnl
Generating Any Changes in the Noise Domain.
IEEE Trans. Pattern Anal. Mach. Intell.
Qiang Liu, Yang Kuang, Jun Yue, Pedram Ghamisi, Weiying Xie, Leyuan Fang
2026 J jnl
LoME: LoRA-Driven Multimodal Extractor for RGB-X Vision Tasks.
IEEE Trans. Circuits Syst. Video Technol.
Yusi Zhang, Weiying Xie, Tianlin Hui, Daixun Li, Jiaqing Zhang, Jie Lei, Yunsong Li, Leyuan Fang
2026 J jnl
MMFormer: Multi-Modality semi-Supervised vision transformer in remote sensing imagery classification.
Neural Networks
Daixun Li, Weiying Xie, Leyuan Fang, Yunke Wang, Zirui Li, Mingxiang Cao, Jitao Ma, Yunsong Li, Chang Xu
2026 J jnl
MultiGS: Multi-Dimensional Information-Aware Gradient Sparsification.
IEEE Trans. Circuits Syst. Video Technol.
Jitao Ma, Donglai Liu, Weiying Xie, Haowei Li, Yunsong Li, Leyuan Fang
2026 J jnl
Open-IndDet: Advancing Open-Set Industrial Surface Defect Detection via Robust Class-Unique Feature Representation.
IEEE Trans. Circuits Syst. Video Technol.
Zhen Yang, Tianyong Zheng, Xuefeng Ni, Zhi Yan, Hong Chen, Yaonan Wang, Leyuan Fang
2026 J jnl
SR-Nav: Spatial Relationships Matter for Zero-shot Object Goal Navigation.
CoRR
Leyuan Fang, Zan Mao, Zijing Wang, Yinlong Yan
2026 A* conf
TOP-RL: Task-Optimized Progressive Token Pruning with Reinforcement Learning for Vision Language Models.
AAAI
Hengyi Wang, Weiying Xie, Hui Jiang, Yaotao Wei, Kai Jiang, Mingxiang Cao, Chenhe Hao, Leyuan Fang
2025 A* conf
AdaGK-SGD: Adaptive Global Knowledge Guided Distributed Stochastic Gradient Descent.
AAAI
Hangyu Ye, Weiying Xie, Yunsong Li, Leyuan Fang
2025 A* conf
Aligning and Prompting Anything for Zero-Shot Generalized Anomaly Detection.
AAAI
Jitao Ma, Weiying Xie, Hangyu Ye, Daixun Li, Leyuan Fang
2025 J jnl
Beyond dimensionality explosion: A latent diffusion framework for hyperspectral image classification.
Neurocomputing
Meiyun Lu, Ning Chen, Xia Yue, Yicong Li, Jun Yue, Leyuan Fang
2025 J jnl
Breaking Spatial Boundaries: Spectral-Domain Registration Guided Hyperspectral and Multispectral Blind Fusion.
CoRR
Kunjing Yang, Libin Zheng, Minru Bai, Ting Lu, Leyuan Fang
2025 J jnl
C2RF: Bridging Multi-modal Image Registration and Fusion via Commonality Mining and Contrastive Learning.
Int. J. Comput. Vis.
Linfeng Tang, Qinglong Yan, Xinyu Xiang, Leyuan Fang, Jiayi Ma
2025 J jnl
Cross-Scene Hyperspectral Image Classification With Consistency-Aware Customized Learning.
IEEE Trans. Circuits Syst. Video Technol.
Kexing Ding, Ting Lu, Wei Fu, Leyuan Fang
2025 J jnl
Cycle Translation-Based Collaborative Training for Hyperspectral-RGB Multimodal Change Detection.
IEEE Trans. Image Process.
Wenqian Dong, Junying Ren, Song Xiao, Leyuan Fang, Jiahui Qu, Yunsong Li
2025 J jnl
DREB-Net: Dual-Stream Restoration Embedding Blur-Feature Fusion Network for High-Mobility UAV Object Detection.
IEEE Trans. Geosci. Remote. Sens.
Qingpeng Li, Yuxin Zhang, Leyuan Fang, Yuhan Kang, Shutao Li, Xiao Xiang Zhu
2025 J jnl
Distributed Deep Learning With Gradient Compression for Big Remote Sensing Image Interpretation.
IEEE Trans. Neural Networks Learn. Syst.
Weiying Xie, Jitao Ma, Tianen Lu, Yunsong Li, Jie Lei, Leyuan Fang, Qian Du
2025 J jnl
Dual-Depth Unified Joint Optimization: Adaptive Curvature-Based Compression.
IEEE Trans. Circuits Syst. Video Technol.
Yunsong Li, Xin Zhang, Weiying Xie, Xiaoyu Chen, Daixun Li, Hangyu Ye, Leyuan Fang
2025 J jnl
Exemplar-Free Lifelong Hyperspectral Image Classification With Spectral Consistency.
IEEE Trans. Geosci. Remote. Sens.
Zhenlin Li, Shaobo Xia, Shuhe Wang, Jun Yue, Leyuan Fang
2025 A* conf
FedCS: Coreset Selection for Federated Learning.
CVPR
Chenhe Hao, Weiying Xie, Daixun Li, Haonan Qin, Hangyu Ye, Leyuan Fang, Yunsong Li
2025 — conf
FusionSAM: Visual Multi-Modal Learning with Segment Anything Model.
KDD (2)
Daixun Li, Weiying Xie, Mingxiang Cao, Yunke Wang, Yusi Zhang, Leyuan Fang, Yunsong Li, Chang Xu
2025 J jnl
HSLabeling: Toward Efficient Labeling for Large-Scale Remote Sensing Image Segmentation With Hybrid Sparse Labeling.
IEEE Trans. Image Process.
Jiaxing Lin, Zhen Yang, Qiang Liu, Yinglong Yan, Pedram Ghamisi, Weiying Xie, Leyuan Fang
2025 J jnl
High-Dimensional Hyperparameter Optimization via Adjoint Differentiation.
IEEE Trans. Artif. Intell.
Hongkun Dou, Hongjue Li, Jinyang Du, Leyuan Fang, Qing Gao, Yue Deng, Wen Yao
2025 J jnl
High-Energy Concentration for Federated Learning in Frequency Domain.
CoRR
Haozhi Shi, Weiying Xie, Hangyu Ye, Daixun Li, Jitao Ma, Leyuan Fang
2025 J jnl
HyperEDL: Spectral-Spatial Evidence Deep Learning for Cross-Scene Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Yangbo Feng, Xin Yi, Shuhe Wang, Jun Yue, Shaobo Xia, Leyuan Fang
2025 J jnl
HyperKD: Lifelong Hyperspectral Image Classification With Cross-Spectral-Spatial Knowledge Distillation.
IEEE Trans. Geosci. Remote. Sens.
Zhenlin Li, Shaobo Xia, Jun Yue, Leyuan Fang
2025 J jnl
HyperTTA: Test-Time Adaptation for Hyperspectral Image Classification under Distribution Shifts.
CoRR
Xia Yue, Anfeng Liu, Ning Chen, Chenjia Huang, Hui Liu, Zhou Huang, Leyuan Fang
2025 J jnl
Hyperspectral anomaly detection with self-supervised anomaly prior.
Neural Networks
Yidan Liu, Kai Jiang, Weiying Xie, Jiaqing Zhang, Yunsong Li, Leyuan Fang
2025 J jnl
KitWaSor: Pioneering pre-trained model for kitchen waste sorting with an innovative million-level benchmark dataset.
CAAI Trans. Intell. Technol.
Leyuan Fang, Shuaiyu Ding, Hao Feng, Junwu Yu, Lin Tang, Pedram Ghamisi
2025 J jnl
MIFNet: Multi-Scale Interaction Fusion Network for Remote Sensing Image Change Detection.
IEEE Trans. Circuits Syst. Video Technol.
Weiying Xie, Wenjie Shao, Daixun Li, Yunsong Li, Leyuan Fang
2025 J jnl
Modeling the Label Distributions for Weakly-Supervised Semantic Segmentation.
IEEE Trans. Pattern Anal. Mach. Intell.
Linshan Wu, Zhun Zhong, Jiayi Ma, Yunchao Wei, Hao Chen, Leyuan Fang, Shutao Li
2025 J jnl
RS-IML: Federated Intrinsic Mask Learning on Remote Sensing Image Interpretation.
IEEE Trans. Geosci. Remote. Sens.
Hangyu Ye, Weiying Xie, Xin Zhang, Yibing Lu, Yunsong Li, Leyuan Fang
2025 J jnl
RoFDiff: Robust Hyperpansharpening via a High-Low Frequency Conditional Diffusion Model.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Jiangtao Huang, Ting Luo, Zhouyan He, Haiyong Xu, Leyuan Fang
2025 J jnl
Semi-Mamba: Mamba-Driven Semi-Supervised Multimodal Remote Sensing Feature Classification.
IEEE Trans. Circuits Syst. Video Technol.
Yunsong Li, Daixun Li, Weiying Xie, Jitao Ma, Sibo He, Leyuan Fang
2025 J jnl
SurANet: Surrounding-Aware Network for concealed object detection via highly-efficient interactive contrastive learning strategy.
Neurocomputing
Yuhan Kang, Qingpeng Li, Leyuan Fang, Jian Zhao, Xuelong Li
2025 J jnl
Survey of Multimodal Geospatial Foundation Models: Techniques, Applications, and Challenges.
CoRR
Liling Yang, Ning Chen, Jun Yue, Yidan Liu, Jiayi Ma, Pedram Ghamisi, Antonio Plaza, Leyuan Fang
2025 A* conf
TF-ATM: Training-Free Adaptive Token Merging.
ACM Multimedia
Xin Zhang, Weiying Xie, Yunsong Li, Xiaoyu Chen, Tianlin Hui, Jitao Ma, Leyuan Fang
2025 J jnl
UniVector: Unified Vector Extraction via Instance-Geometry Interaction.
CoRR
Yinglong Yan, Jun Yue, Shaobo Xia, Hanmeng Sun, Tianxu Ying, Chengcheng Wu, Sifan Lan, Min He, Pedram Ghamisi, Leyuan Fang
2025 J jnl
Visual State Space Model With Graph-Based Feature Aggregation for No-Reference Image Quality Assessment.
IEEE Trans. Circuits Syst. Video Technol.
Haozhi Shi, Weiying Xie, Haonan Qin, Yunsong Li, Leyuan Fang
2024 J jnl
Blind Spectral Super-Resolution by Estimating Spectral Degradation Between Unpaired Images.
IEEE Trans. Geosci. Remote. Sens.
Jie Xie, Leyuan Fang, Cheng Wu, Feng Xie, Jocelyn Chanussot
2024 J jnl
Block-Wise Partner Learning for Model Compression.
IEEE Trans. Neural Networks Learn. Syst.
Xin Zhang, Weiying Xie, Yunsong Li, Jie Lei, Kai Jiang, Leyuan Fang, Qian Du
2024 J jnl
Change Representation and Extraction in Stripes: Rethinking Unsupervised Hyperspectral Image Change Detection With an Untrained Network.
IEEE Trans. Image Process.
Bin Yang, Yin Mao, Licheng Liu, Leyuan Fang, Xinxin Liu
2024 J jnl
Complementarity-Aware Local-Global Feature Fusion Network for Building Extraction in Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens.
Wei Fu, Kai Xie, Leyuan Fang
2024 J jnl
Context Enhancing Representation for Semantic Segmentation in Remote Sensing Images.
IEEE Trans. Neural Networks Learn. Syst.
Leyuan Fang, Peng Zhou, Xinxin Liu, Pedram Ghamisi, Si-Wei Chen
2024 J jnl
DREB-Net: Dual-stream Restoration Embedding Blur-feature Fusion Network for High-mobility UAV Object Detection.
CoRR
Qingpeng Li, Yuxin Zhang, Leyuan Fang, Yuhan Kang, Shutao Li, Xiao Xiang Zhu
2024 J jnl
Diffusion Models Meet Remote Sensing: Principles, Methods, and Perspectives.
CoRR
Yidan Liu, Jun Yue, Shaobo Xia, Pedram Ghamisi, Weiying Xie, Leyuan Fang
2024 J jnl
Diffusion Models Meet Remote Sensing: Principles, Methods, and Perspectives.
IEEE Trans. Geosci. Remote. Sens.
Yidan Liu, Jun Yue, Shaobo Xia, Pedram Ghamisi, Weiying Xie, Leyuan Fang
2024 J jnl
Dual low-rank structure embedding for robust visual information processing.
Knowl. Based Syst.
Jianhang Zhou, Hengmin Zhang, Shuyi Li, Bob Zhang, Leyuan Fang, David Zhang
2024 J jnl
Enhancing Hyperspectral Image Classification: Leveraging Unsupervised Information With Guided Group Contrastive Learning.
IEEE Trans. Geosci. Remote. Sens.
Ben Li, Leyuan Fang, Ning Chen, Jitong Kang, Jun Yue
2024 J jnl
FedDiff: Diffusion Model Driven Federated Learning for Multi-Modal and Multi-Clients.
CoRR
Daixun Li, Weiying Xie, Zixuan Wang, Yibing Lu, Yunsong Li, Leyuan Fang
2024 J jnl
FedDiff: Diffusion Model Driven Federated Learning for Multi-Modal and Multi-Clients.
IEEE Trans. Circuits Syst. Video Technol.
Daixun Li, Weiying Xie, Zixuan Wang, Yibing Lu, Yunsong Li, Leyuan Fang
2024 J jnl
FedFusion: Manifold-Driven Federated Learning for Multi-Satellite and Multi-Modality Fusion.
IEEE Trans. Geosci. Remote. Sens.
Daixun Li, Weiying Xie, Yunsong Li, Leyuan Fang
2024 J jnl
FusionSAM: Latent Space driven Segment Anything Model for Multimodal Fusion and Segmentation.
CoRR
Daixun Li, Weiying Xie, Mingxiang Cao, Yunke Wang, Jiaqing Zhang, Yunsong Li, Leyuan Fang, Chang Xu
2024 J jnl
GraphMamba: An Efficient Graph Structure Learning Vision Mamba for Hyperspectral Image Classification.
CoRR
Aitao Yang, Min Li, Yao Ding, Leyuan Fang, Yaoming Cai, Yujie He
2024 J jnl
GraphMamba: An Efficient Graph Structure Learning Vision Mamba for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Aitao Yang, Min Li, Yao Ding, Leyuan Fang, Yaoming Cai, Yujie He
2024 J jnl
HyperMLL: Toward Robust Hyperspectral Image Classification With Multisource Label Learning.
IEEE Trans. Geosci. Remote. Sens.
Xia Yue, Anfeng Liu, Ning Chen, Shaobo Xia, Jun Yue, Leyuan Fang
2024 J jnl
HyperMamba: A Spectral-Spatial Adaptive Mamba for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Qiang Liu, Jun Yue, Yi Fang, Shaobo Xia, Leyuan Fang
2024 J jnl
Hyperspectral Anomaly Detection with Self-Supervised Anomaly Prior.
CoRR
Yidan Liu, Weiying Xie, Kai Jiang, Jiaqing Zhang, Yunsong Li, Leyuan Fang
2024 A* conf
JointSQ: Joint Sparsification-Quantization for Distributed Learning.
CVPR
Weiying Xie, Haowei Li, Jitao Ma, Yunsong Li, Jie Lei, Donglai Liu, Leyuan Fang
2024 J jnl
Latent Linear Discriminant Analysis for feature extraction via Isometric Structural Learning.
Pattern Recognit.
Jianhang Zhou, Qi Zhang, Shaoning Zeng, Bob Zhang, Leyuan Fang
2024 J jnl
Learning Attention in the Frequency Domain for Flexible Real Photograph Denoising.
IEEE Trans. Image Process.
Ruijun Ma, Yaoxuan Zhang, Bob Zhang, Leyuan Fang, Dong Huang, Long Qi
2024 J jnl
Learning to Adapt Using Test-Time Images for Salient Object Detection in Optical Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens.
Kan Huang, Leyuan Fang, Chunwei Tian
2024 J jnl
Markov-PQ: Joint Pruning-Quantization via Learnable Markov Chain.
IEEE Trans. Circuits Syst. Video Technol.
Yunsong Li, Xin Zhang, Weiying Xie, Jiaqing Zhang, Leyuan Fang, Jiawei Du
2024 J jnl
Open Set Recognition in Real World.
Int. J. Comput. Vis.
Zhen Yang, Jun Yue, Pedram Ghamisi, Shiliang Zhang, Jiayi Ma, Leyuan Fang
2024 J jnl
Point Label Meets Remote Sensing Change Detection: A Consistency-Aligned Regional Growth Network.
IEEE Trans. Geosci. Remote. Sens.
Leyuan Fang, Yiqi Jiang, Hongfeng Yu, Yingying Zhang, Jun Yue
2024 J jnl
Prototypical contrastive learning based oriented detector for kitchen waste.
Neurocomputing
Lihan Ouyang, Leyuan Fang, Qi Tang, Shuaiyu Ding, Junwu Yu, Jiaxing Lin, Lin Tang
2024 J jnl
Reciprocal Transformation-Based Joint Deep and Broad Learning for Change Detection With Heterogeneous Images.
IEEE Trans. Geosci. Remote. Sens.
Bin Yang, Zhulian Wang, Xinxin Liu, Leyuan Fang, Licheng Liu
2024 J jnl
SVAFormer: Integrating Random and Hierarchical Spectral View Attention for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Ning Chen, Zhou Huang, Xia Yue, Anfeng Liu, Meiyun Lu, Jun Yue, Leyuan Fang
2024 C conf
Semantic Alignment Network For Building Extraction From Remote Sensing Images.
IGARSS
Wei Fu, Kai Xie, Xingbei Du, Leyuan Fang
2024 J jnl
SemiRS-COC: Semi-Supervised Classification for Complex Remote Sensing Scenes With Cross-Object Consistency.
IEEE Trans. Image Process.
Qiang Liu, Jun Yue, Yang Kuang, Weiying Xie, Leyuan Fang
2024 J jnl
Spectral Query Spatial: Revisiting the Role of Center Pixel in Transformer for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Ning Chen, Leyuan Fang, Yang Xia, Shaobo Xia, Hui Liu, Jun Yue
2024 J jnl
Statistical adaptive modeling for kitchen waste detection in complex scenes.
Appl. Soft Comput.
Hao Feng, Leyuan Fang, Shuaiyu Ding, Junwu Yu, Min He, Lin Tang
2024 J jnl
SurANet: Surrounding-Aware Network for Concealed Object Detection via Highly-Efficient Interactive Contrastive Learning Strategy.
CoRR
Yuhan Kang, Qingpeng Li, Leyuan Fang, Jian Zhao, Xuelong Li
2024 J jnl
TAKD: Target-Aware Knowledge Distillation for Remote Sensing Scene Classification.
IEEE Trans. Circuits Syst. Video Technol.
Jie Wu, Leyuan Fang, Jun Yue
2024 A* conf
TeRF: Text-driven and Region-aware Flexible Visible and Infrared Image Fusion.
ACM Multimedia
Hebaixu Wang, Hao Zhang, Xunpeng Yi, Xinyu Xiang, Leyuan Fang, Jiayi Ma
2024 J jnl
Towards Efficient Model-Heterogeneity Federated Learning for Large Models.
CoRR
Ruofan Jia, Weiying Xie, Jie Lei, Haonan Qin, Jitao Ma, Leyuan Fang
2024 J jnl
Trans-Diff: Heterogeneous Domain Adaptation for Remote Sensing Segmentation With Transfer Diffusion.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Yuhan Kang, Jie Wu, Qiang Liu, Jun Yue, Leyuan Fang
2024 J jnl
Transformer-Based Relational Inference Network for Complex Visual Relational Reasoning.
ACM Trans. Multim. Comput. Commun. Appl.
Mingkui Tan, Zhiquan Wen, Leyuan Fang, Qi Wu
2024 J jnl
When Vectorization Meets Change Detection.
IEEE Trans. Geosci. Remote. Sens.
Yinglong Yan, Jun Yue, Jiaxing Lin, Zhengyang Guo, Yi Fang, Zhenhao Li, Weiying Xie, Leyuan Fang
2023 J jnl
A Multi-Level Label-Aware Semi-Supervised Framework for Remote Sensing Scene Classification.
IEEE Trans. Geosci. Remote. Sens.
Qiang Liu, Min He, Yang Kuang, Linshan Wu, Jun Yue, Leyuan Fang
2023 C conf
A New Multi-Level Attention Feature Fusion Method for Hyperspectral and Lidar Data Joint Classification.
IGARSS
Weiwei Song, Zhi Gao, Leyuan Fang, Yongjun Zhang
2023 J jnl
A robust newton iterative algorithm for acoustic location based on solving linear matrix equations in the presence of various noises.
Appl. Intell.
Guancheng Wang, Zhihao Hao, Bob Zhang, Leyuan Fang, DianHui Mao
2023 J jnl
An Isomerism Learning Model to Solve Time-Varying Problems Through Intelligent Collaboration.
IEEE CAA J. Autom. Sinica
Zhihao Hao, Guancheng Wang, Bob Zhang, Leyuan Fang, Haisheng Li
2023 J jnl
BSDM: Background Suppression Diffusion Model for Hyperspectral Anomaly Detection.
CoRR
Jitao Ma, Weiying Xie, Yunsong Li, Leyuan Fang
2023 J jnl
Blind Image Quality Assessment via Deep Response Feature Decomposition and Aggregation.
IEEE J. Sel. Top. Signal Process.
Hui Wang, Guangcheng Wang, Wenjun Xia, Ziyuan Yang, Hui Yu, Leyuan Fang, Yi Zhang
2023 J jnl
Co-Compression via Superior Gene for Remote Sensing Scene Classification.
IEEE Trans. Geosci. Remote. Sens.
Weiying Xie, Xiaoyi Fan, Xin Zhang, Yunsong Li, Min Sheng, Leyuan Fang
2023 J jnl
Densify Your Labels: Unsupervised Clustering with Bipartite Matching for Weakly Supervised Point Cloud Segmentation.
CoRR
Shaobo Xia, Jun Yue, Kacper Kania, Leyuan Fang, Andrea Tagliasacchi, Kwang Moo Yi, Weiwei Sun
2023 J jnl
Dif-Fusion: Toward High Color Fidelity in Infrared and Visible Image Fusion With Diffusion Models.
IEEE Trans. Image Process.
Jun Yue, Leyuan Fang, Shaobo Xia, Yue Deng, Jiayi Ma
2023 J jnl
Dif-Fusion: Towards High Color Fidelity in Infrared and Visible Image Fusion with Diffusion Models.
CoRR
Jun Yue, Leyuan Fang, Shaobo Xia, Yue Deng, Jiayi Ma
2023 J jnl
Discrete Wavelet Transform-Based Gaussian Mixture Model for Remote Sensing Image Compression.
IEEE Trans. Geosci. Remote. Sens.
Shao Xiang, Qiaokang Liang, Leyuan Fang
2023 J jnl
Efficient Layer Compression Without Pruning.
IEEE Trans. Image Process.
Jie Wu, Dingshun Zhu, Leyuan Fang, Yue Deng, Zhun Zhong
2023 J jnl
FedFusion: Manifold Driven Federated Learning for Multi-satellite and Multi-modality Fusion.
CoRR
Daixun Li, Weiying Xie, Yunsong Li, Leyuan Fang
2023 J jnl
Flexible and Generalized Real Photograph Denoising Exploiting Dual Meta Attention.
IEEE Trans. Cybern.
Ruijun Ma, Shuyi Li, Bob Zhang, Leyuan Fang, Zhengming Li
2023 J jnl
Global-guided weakly-supervised learning for multi-label image classification.
J. Vis. Commun. Image Represent.
Yong Dai, Weiwei Song, Zhi Gao, Leyuan Fang
2023 J jnl
Graph-Based Structural Deep Spectral-Spatial Clustering for Hyperspectral Image.
IEEE Trans. Instrum. Meas.
Bo Peng, Yuxuan Yao, Jianjun Lei, Leyuan Fang, Qingming Huang
2023 J jnl
Hashing-Based Deep Metric Learning for the Classification of Hyperspectral and LiDAR Data.
IEEE Trans. Geosci. Remote. Sens.
Weiwei Song, Yong Dai, Zhi Gao, Leyuan Fang, Yongjun Zhang
2023 J jnl
Hyperspectral Image Instance Segmentation Using Spectral-Spatial Feature Pyramid Network.
IEEE Trans. Geosci. Remote. Sens.
Leyuan Fang, Yifan Jiang, Yinglong Yan, Jun Yue, Yue Deng
2023 J jnl
Mixed multiscale BM4D for three-dimensional optical coherence tomography denoising.
Comput. Biol. Medicine
Ashkan Abbasi, Amirhassan Monadjemi, Leyuan Fang, Hossein Rabbani, Bhavna Josephine Antony, Hiroshi Ishikawa
2023 J jnl
PCLDet: Prototypical Contrastive Learning for Fine-Grained Object Detection in Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens.
Lihan Ouyang, Guangmiao Guo, Leyuan Fang, Pedram Ghamisi, Jun Yue
2023 J jnl
Physics Inspired Criterion for Pruning-Quantization Joint Learning.
CoRR
Weiying Xie, Xiaoyi Fan, Xin Zhang, Yunsong Li, Jie Lei, Leyuan Fang
2023 J jnl
Querying Labeled for Unlabeled: Cross-Image Semantic Consistency Guided Semi-Supervised Semantic Segmentation.
IEEE Trans. Pattern Anal. Mach. Intell.
Linshan Wu, Leyuan Fang, Xingxin He, Min He, Jiayi Ma, Zhun Zhong
2023 J jnl
REAF: Remembering Enhancement and Entropy-Based Asymptotic Forgetting for Filter Pruning.
IEEE Trans. Image Process.
Xin Zhang, Weiying Xie, Yunsong Li, Kai Jiang, Leyuan Fang
2023 J jnl
Rethinking Remote Sensing Pretrained Model: Instance-Aware Visual Prompting for Remote Sensing Scene Classification.
IEEE Trans. Geosci. Remote. Sens.
Leyuan Fang, Yang Kuang, Qiang Liu, Yi Yang, Jun Yue
2023 A* conf
Robust and Scalable Gaussian Process Regression and Its Applications.
CVPR
Yifan Lu, Jiayi Ma, Leyuan Fang, Xin Tian, Junjun Jiang
2023 J jnl
ScoreSeg: Leveraging Score-Based Generative Model for Self-Supervised Semantic Segmentation of Remote Sensing.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Junzhe Lu, Guangjun He, Hongkun Dou, Qing Gao, Leyuan Fang, Yue Deng
2023 A* conf
Sparsely Annotated Semantic Segmentation with Adaptive Gaussian Mixtures.
CVPR
Linshan Wu, Zhun Zhong, Leyuan Fang, Xingxin He, Qiang Liu, Jiayi Ma, Hao Chen
2023 J jnl
SpectralDiff: A Generative Framework for Hyperspectral Image Classification With Diffusion Models.
IEEE Trans. Geosci. Remote. Sens.
Ning Chen, Jun Yue, Leyuan Fang, Shaobo Xia
2023 J jnl
SpectralDiff: Hyperspectral Image Classification with Spectral-Spatial Diffusion Models.
CoRR
Ning Chen, Jun Yue, Leyuan Fang, Shaobo Xia
2023 J jnl
Structure-Guided Cross-Attention Network for Cross-Domain OCT Fluid Segmentation.
IEEE Trans. Image Process.
Xingxin He, Zhun Zhong, Leyuan Fang, Min He, Nicu Sebe
2023 A* conf
Toward Stable, Interpretable, and Lightweight Hyperspectral Super-Resolution.
CVPR
Wen-jin Guo, Weiying Xie, Kai Jiang, Yunsong Li, Jie Lei, Leyuan Fang
2023 J jnl
Toward the Vectorization of Hyperspectral Imagery.
IEEE Trans. Geosci. Remote. Sens.
Leyuan Fang, Yinglong Yan, Jun Yue, Yue Deng
2023 J jnl
Unpaired remote sensing image super-resolution with content-preserving weak supervision neural network.
Sci. China Inf. Sci.
Jie Wu, Runmin Cong, Leyuan Fang, Chunle Guo, Bob Zhang, Pedram Ghamisi
2022 J jnl
Adaptive Regional Multiple Features for Large-Scale High-Resolution Remote Sensing Image Registration.
IEEE Trans. Geosci. Remote. Sens.
Zezhou Li, Jun Yue, Leyuan Fang
2022 J jnl
Adaptive Spatial Pyramid Constraint for Hyperspectral Image Classification With Limited Training Samples.
IEEE Trans. Geosci. Remote. Sens.
Jun Yue, Dingshun Zhu, Leyuan Fang, Pedram Ghamisi, Yaowei Wang
2022 J jnl
Attention-Based Octave Network for Hyperspectral Image Denoising.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Ziwen Kan, Suhang Li, Mingzheng Hou, Leyuan Fang, Yi Zhang
2022 J jnl
Contour Structural Profiles: An Edge-Aware Feature Extractor for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Ying Zhang, Puhong Duan, Jianxu Mao, Xudong Kang, Leyuan Fang, Pedram Ghamisi
2022 J jnl
Deep Bilateral Filtering Network for Point-Supervised Semantic Segmentation in Remote Sensing Images.
IEEE Trans. Image Process.
Linshan Wu, Leyuan Fang, Jun Yue, Bob Zhang, Pedram Ghamisi, Min He
2022 J jnl
Deep Covariance Alignment for Domain Adaptive Remote Sensing Image Segmentation.
IEEE Trans. Geosci. Remote. Sens.
Linshan Wu, Ming Lu, Leyuan Fang
2022 J jnl
Geometric-Spectral Reconstruction Learning for Multi-Source Open-Set Classification With Hyperspectral and LiDAR Data.
IEEE CAA J. Autom. Sinica
Leyuan Fang, Dingshun Zhu, Jun Yue, Bob Zhang, Min He
2022 J jnl
Intra- and Inter-Slice Contrastive Learning for Point Supervised OCT Fluid Segmentation.
IEEE Trans. Image Process.
Xingxin He, Leyuan Fang, Mingkui Tan, Xiangdong Chen
2022 J jnl
LDP-Net: An Unsupervised Pansharpening Network Based on Learnable Degradation Processes.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Jiahui Ni, Zhimin Shao, Zhongzhou Zhang, Mingzheng Hou, Jiliu Zhou, Leyuan Fang, Yi Zhang
2022 J jnl
Meta-Pixel-Driven Embeddable Discriminative Target and Background Dictionary Pair Learning for Hyperspectral Target Detection.
Remote. Sens.
Tan Guo, Fulin Luo, Leyuan Fang, Bob Zhang
2022 J jnl
Multi-attribute object detection benchmark for smart city.
Multim. Syst.
Yaowei Wang, Zhouxin Yang, Rui Liu, Deng Li, Yuandu Lai, Lihan Ouyang, Leyuan Fang, Yahong Han
2022 J jnl
Multigranularity Self-Attention Network for Fine-Grained Ship Detection in Remote Sensing Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Lihan Ouyang, Leyuan Fang, Xinyu Ji
2022 J jnl
NFANet: A Novel Method for Weakly Supervised Water Extraction From High-Resolution Remote-Sensing Imagery.
IEEE Trans. Geosci. Remote. Sens.
Ming Lu, Leyuan Fang, Muxing Li, Bob Zhang, Yi Zhang, Pedram Ghamisi
2022 J jnl
NFANet: A Novel Method for Weakly Supervised Water Extraction from High-Resolution Remote Sensing Imagery.
CoRR
Ming Lu, Leyuan Fang, Muxing Li, Bob Zhang, Yi Zhang, Pedram Ghamisi
2022 J jnl
Optical Remote Sensing Image Understanding with Weak Supervision: Concepts, Methods, and Perspectives.
CoRR
Jun Yue, Leyuan Fang, Pedram Ghamisi, Weiying Xie, Jun Li, Jocelyn Chanussot, Antonio J. Plaza
2022 J jnl
Peng Cheng Object Detection Benchmark for Smart City.
CoRR
Yaowei Wang, Zhouxin Yang, Rui Liu, Deng Li, Yuandu Lai, Leyuan Fang, Yahong Han
2022 J jnl
RRNet: Relational Reasoning Network With Parallel Multiscale Attention for Salient Object Detection in Optical Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens.
Runmin Cong, Yumo Zhang, Leyuan Fang, Jun Li, Yao Zhao, Sam Kwong
2022 J jnl
SCAF-Net: Scene Context Attention-Based Fusion Network for Vehicle Detection in Aerial Imagery.
IEEE Geosci. Remote. Sens. Lett.
Minghui Wang, Qingpeng Li, Yunchao Gu, Leyuan Fang, Xiao Xiang Zhu
2022 J jnl
SCL-Net: An End-to-End Supervised Contrastive Learning Network for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Ting Lu, Yaochen Hu, Wei Fu, Kexing Ding, Beifang Bai, Leyuan Fang
2022 J jnl
Self-Supervised Learning With Adaptive Distillation for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Jun Yue, Leyuan Fang, Hossein Rahmani, Pedram Ghamisi
2022 J jnl
Self-supervised patient-specific features learning for OCT image classification.
Medical Biol. Eng. Comput.
Leyuan Fang, Jiahuan Guo, Xingxin He, Muxing Li
2022 J jnl
Spectral-Spatial Latent Reconstruction for Open-Set Hyperspectral Image Classification.
IEEE Trans. Image Process.
Jun Yue, Leyuan Fang, Min He
2022 J jnl
Super Resolution Guided Deep Network for Land Cover Classification From Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens.
Jie Xie, Leyuan Fang, Bob Zhang, Jocelyn Chanussot, Shutao Li
2021 J jnl
Anomaly Detection for Medical Images Using Self-Supervised and Translation-Consistent Features.
IEEE Trans. Medical Imaging
He Zhao, Yuexiang Li, Nanjun He, Kai Ma, Leyuan Fang, Huiqi Li, Yefeng Zheng
2021 J jnl
Deep Spatial-Spectral Subspace Clustering for Hyperspectral Image.
IEEE Trans. Circuits Syst. Video Technol.
Jianjun Lei, Xinyu Li, Bo Peng, Leyuan Fang, Nam Ling, Qingming Huang
2021 J jnl
LDP-Net: An Unsupervised Pansharpening Network Based on Learnable Degradation Processes.
CoRR
Jiahui Ni, Zhimin Shao, Zhongzhou Zhang, Mingzheng Hou, Jiliu Zhou, Leyuan Fang, Yi Zhang
2021 J jnl
Multi-Modal Retinal Image Classification With Modality-Specific Attention Network.
IEEE Trans. Medical Imaging
Xingxin He, Ying Deng, Leyuan Fang, Qinghua Peng
2021 J jnl
Multiscale Densely-Connected Fusion Networks for Hyperspectral Images Classification.
IEEE Trans. Circuits Syst. Video Technol.
Jie Xie, Nanjun He, Leyuan Fang, Pedram Ghamisi
2021 J jnl
Noise-Powered Disentangled Representation for Unsupervised Speckle Reduction of Optical Coherence Tomography Images.
IEEE Trans. Medical Imaging
Yongqiang Huang, Wenjun Xia, Zexin Lu, Yan Liu, Hu Chen, Jiliu Zhou, Leyuan Fang, Yi Zhang
2021 C conf
Oriented Spatial Correlative Aligned Feature for Remote Sensing Object Detection.
IGARSS
Guangmiao Guo, Leyuan Fang, Jun Yue
2021 — conf
Point-Based Weakly Supervised Deep Learning for Water Extraction from High-Resolution Remote Sensing Imagery.
CIKM Workshops
Ming Lu, Leyuan Fang, Yi Zhang
2021 J jnl
RRNet: Relational Reasoning Network with Parallel Multi-scale Attention for Salient Object Detection in Optical Remote Sensing Images.
CoRR
Runmin Cong, Yumo Zhang, Leyuan Fang, Jun Li, Chunjie Zhang, Yao Zhao, Sam Kwong
2021 J jnl
Self-Attention-Based Deep Feature Fusion for Remote Sensing Scene Classification.
IEEE Geosci. Remote. Sens. Lett.
Ran Cao, Leyuan Fang, Ting Lu, Nanjun He
2021 J jnl
Unsupervised Denoising of Optical Coherence Tomography Images With Nonlocal-Generative Adversarial Network.
IEEE Trans. Instrum. Meas.
Anjing Guo, Leyuan Fang, Min Qi, Shutao Li
2020 — conf
Disentanglement Network for Unsupervised Speckle Reduction of Optical Coherence Tomography Images.
MICCAI (5)
Yongqiang Huang, Wenjun Xia, Zexin Lu, Yan Liu, Jiliu Zhou, Leyuan Fang, Yi Zhang
2020 J jnl
Hybrid first and second order attention Unet for building segmentation in remote sensing images.
Sci. China Inf. Sci.
Nanjun He, Leyuan Fang, Antonio Plaza
2020 J jnl
Multiscale CNNs Ensemble Based Self-Learning for Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett.
Leyuan Fang, Wenke Zhao, Nanjun He, Jian Zhu
2020 C conf
Multiscale Feature Extraction with Gaussian Curvature Filter for Hyperspectral Image Classification.
IGARSS
Qiaobo Hao, Shutao Li, Leyuan Fang, Xudong Kang
2020 J jnl
Multiscale Sparsifying Transform Learning for Image Denoising.
CoRR
Ashkan Abbasi, Amirhassan Monadjemi, Leyuan Fang, Hossein Rabbani, Neda Noormohammadi
2020 J jnl
Multispectral Change Detection With Bilinear Convolutional Neural Networks.
IEEE Geosci. Remote. Sens. Lett.
Yun Lin, Shutao Li, Leyuan Fang, Pedram Ghamisi
2020 J jnl
Nonlocal Sparse Tensor Factorization for Semiblind Hyperspectral and Multispectral Image Fusion.
IEEE Trans. Cybern.
Renwei Dian, Shutao Li, Leyuan Fang, Ting Lu, José M. Bioucas-Dias
2020 J jnl
Region-Enhanced Convolutional Neural Network for Object Detection in Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens.
Jianjun Lei, Xiaowei Luo, Leyuan Fang, Mengyuan Wang, Yanfeng Gu
2020 J jnl
Residual Encoder-Decoder Conditional Generative Adversarial Network for Pansharpening.
IEEE Geosci. Remote. Sens. Lett.
Zhimin Shao, Zexin Lu, Maosong Ran, Leyuan Fang, Jiliu Zhou, Yi Zhang
2020 J jnl
Retinal optical coherence tomography image classification with label smoothing generative adversarial network.
Neurocomputing
Xingxin He, Leyuan Fang, Hossein Rabbani, Xiangdong Chen, Zhimin Liu
2020 J jnl
Skip-Connected Covariance Network for Remote Sensing Scene Classification.
IEEE Trans. Neural Networks Learn. Syst.
Nanjun He, Leyuan Fang, Shutao Li, Javier Plaza, Antonio Plaza
2020 J jnl
Subpixel-Pixel-Superpixel Guided Fusion for Hyperspectral Anomaly Detection.
IEEE Trans. Geosci. Remote. Sens.
Zhihong Huang, Leyuan Fang, Shutao Li
2019 J jnl
Attention to Lesion: Lesion-Aware Convolutional Neural Network for Retinal Optical Coherence Tomography Image Classification.
IEEE Trans. Medical Imaging
Leyuan Fang, Chong Wang, Shutao Li, Hossein Rabbani, Xiangdong Chen, Zhimin Liu
2019 J jnl
Automatic Classification of Retinal Optical Coherence Tomography Images With Layer Guided Convolutional Neural Network.
IEEE Signal Process. Lett.
Laifeng Huang, Xingxin He, Leyuan Fang, Hossein Rabbani, Xiangdong Chen
2019 J jnl
Deep Hashing Neural Networks for Hyperspectral Image Feature Extraction.
IEEE Geosci. Remote. Sens. Lett.
Leyuan Fang, Zhiliang Liu, Weiwei Song
2019 J jnl
Deep Learning for Hyperspectral Image Classification: An Overview.
CoRR
Shutao Li, Weiwei Song, Leyuan Fang, Yushi Chen, Pedram Ghamisi, Jón Atli Benediktsson
2019 J jnl
Deep Learning for Hyperspectral Image Classification: An Overview.
IEEE Trans. Geosci. Remote. Sens.
Shutao Li, Weiwei Song, Leyuan Fang, Yushi Chen, Pedram Ghamisi, Jón Atli Benediktsson
2019 J jnl
Feature Extraction With Multiscale Covariance Maps for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Nanjun He, Mercedes Eugenia Paoletti, Juan Mario Haut, Leyuan Fang, Shutao Li, Antonio Plaza, Javier Plaza
2019 C conf
High-Order Self-Attention Network for Remote Sensing Scene Classification.
IGARSS
Nanjun He, Leyuan Fang, Yi Li, Antonio Plaza
2019 J jnl
Hyperspectral Image Classification With Squeeze Multibias Network.
IEEE Trans. Geosci. Remote. Sens.
Leyuan Fang, Guangyun Liu, Shutao Li, Pedram Ghamisi, Jón Atli Benediktsson
2019 J jnl
Hyperspectral Image Classification with Multi-Scale Feature Extraction.
Remote. Sens.
Bing Tu, Nanying Li, Leyuan Fang, Danbing He, Pedram Ghamisi
2019 J jnl
Hyperspectral image classification with a class-dependent spatial-spectral mixed metric.
Pattern Recognit. Lett.
Bing Tu, Nanying Li, Leyuan Fang, Xianchang Yang, Jianhui Wu
2019 J jnl
Iterative fusion convolutional neural networks for classification of optical coherence tomography images.
J. Vis. Commun. Image Represent.
Leyuan Fang, Yuxuan Jin, Laifeng Huang, Siyu Guo, Guangzhe Zhao, Xiangdong Chen
2019 J jnl
Learning a Low Tensor-Train Rank Representation for Hyperspectral Image Super-Resolution.
IEEE Trans. Neural Networks Learn. Syst.
Renwei Dian, Shutao Li, Leyuan Fang
2019 J jnl
Local comparison of cup to disc ratio in right and left eyes based on fusion of color fundus images and OCT B-scans.
Inf. Fusion
Marzieh Mokhtari, Hossein Rabbani, Alireza Mehri Dehnavi, Raheleh Kafieh, Mohammadreza Akhlaghi, Mohsen Pourazizi, Leyuan Fang
2019 J jnl
Multiple convolutional layers fusion framework for hyperspectral image classification.
Neurocomputing
Guangzhe Zhao, Guangyun Liu, Leyuan Fang, Bing Tu, Pedram Ghamisi
2019 J jnl
Multispectral and hyperspectral image fusion with spatial-spectral sparse representation.
Inf. Fusion
Renwei Dian, Shutao Li, Leyuan Fang, Qi Wei
2019 J jnl
Scale-Free Convolutional Neural Network for Remote Sensing Scene Classification.
IEEE Trans. Geosci. Remote. Sens.
Jie Xie, Nanjun He, Leyuan Fang, Antonio Plaza
2019 J jnl
Tensor Completion via Nonlocal Low-Rank Regularization.
IEEE Trans. Cybern.
Ting Xie, Shutao Li, Leyuan Fang, Licheng Liu
2019 J jnl
Three-dimensional optical coherence tomography image denoising through multi-input fully-convolutional networks.
Comput. Biol. Medicine
Ashkan Abbasi, Amirhassan Monadjemi, Leyuan Fang, Hossein Rabbani, Yi Zhang
2019 J jnl
Weighted Tensor Rank-1 Decomposition for Nonlocal Image Denoising.
IEEE Trans. Image Process.
Yue Wu, Leyuan Fang, Shutao Li
2018 J jnl
A New Spatial-Spectral Feature Extraction Method for Hyperspectral Images Using Local Covariance Matrix Representation.
IEEE Trans. Geosci. Remote. Sens.
Leyuan Fang, Nanjun He, Shutao Li, Antonio J. Plaza, Javier Plaza
2018 C conf
A Novel Nonconvex Sparsity Measure for Hyperspectral Images Restoration.
IGARSS
Ting Xie, Shutao Li, Leyuan Fang, Licheng Liu
2018 J jnl
Classification of hyperspectral images via weighted spatial correlation representation.
J. Vis. Commun. Image Represent.
Bing Tu, Nanying Li, Leyuan Fang, Hongyan Fei, Danbing He
2018 J jnl
Contextual Online Dictionary Learning for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Wei Fu, Shutao Li, Leyuan Fang, Jón Atli Benediktsson
2018 C conf
Covariance Matrix Based Feature Fusion for Scene Classification.
IGARSS
Nanjun He, Leyuan Fang, Shutao Li, Antonio J. Plaza
2018 J jnl
Deep Hyperspectral Image Sharpening.
IEEE Trans. Neural Networks Learn. Syst.
Renwei Dian, Shutao Li, Anjing Guo, Leyuan Fang
2018 J jnl
Deformable Convolutional Neural Networks for Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett.
Jian Zhu, Leyuan Fang, Pedram Ghamisi
2018 J jnl
Extinction Profiles Fusion for Hyperspectral Images Classification.
IEEE Trans. Geosci. Remote. Sens.
Leyuan Fang, Nanjun He, Shutao Li, Pedram Ghamisi, Jón Atli Benediktsson
2018 J jnl
Fusing Hyperspectral and Multispectral Images via Coupled Sparse Tensor Factorization.
IEEE Trans. Image Process.
Shutao Li, Renwei Dian, Leyuan Fang, José M. Bioucas-Dias
2018 C conf
Fusing Information from Subpixel to Superpixel for Hyperspectral Anomaly Detection.
IGARSS
Zhihong Huang, Shutao Li, Leyuan Fang
2018 J jnl
Hyperspectral Image Classification With Deep Feature Fusion Network.
IEEE Trans. Geosci. Remote. Sens.
Weiwei Song, Shutao Li, Leyuan Fang, Ting Lu
2018 J jnl
Hyperspectral Image Classification via Weighted Joint Nearest Neighbor and Sparse Representation.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Bing Tu, Siyuan Huang, Leyuan Fang, Guoyun Zhang, Jinping Wang, Binxin Zheng
2018 J jnl
Hyperspectral Image Denoising With Group Sparse and Low-Rank Tensor Decomposition.
IEEE Access
Zhihong Huang, Shutao Li, Leyuan Fang, Huali Li, Jón Atli Benediktsson
2018 C conf
Hyperspectral Image Super-Resolution via Local Low-Rank and Sparse Representations.
IGARSS
Renwei Dian, Shutao Li, Leyuan Fang, José M. Bioucas-Dias
2018 J jnl
Remote Sensing Scene Classification Using Multilayer Stacked Covariance Pooling.
IEEE Trans. Geosci. Remote. Sens.
Nanjun He, Leyuan Fang, Shutao Li, Antonio Plaza, Javier Plaza
2018 C conf
Similarity-Preserving Deep Features for Hyperspectral Image Classification.
IGARSS
Weiwei Song, Leyuan Fang, Shutao Li
2018 J jnl
Super-resolution of hyperspectral image via superpixel-based sparse representation.
Neurocomputing
Leyuan Fang, Haijie Zhuo, Shutao Li
2018 J jnl
Three-dimensional Optical Coherence Tomography Image Denoising via Multi-input Fully-Convolutional Networks.
CoRR
Ashkan Abbasi, Amirhassan Monadjemi, Leyuan Fang, Hossein Rabbani, Yi Zhang
2017 J jnl
Adaptive Spectral-Spatial Compression of Hyperspectral Image With Sparse Representation.
IEEE Trans. Geosci. Remote. Sens.
Wei Fu, Shutao Li, Leyuan Fang, Jón Atli Benediktsson
2017 J jnl
From Subpixel to Superpixel: A Novel Fusion Framework for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Ting Lu, Shutao Li, Leyuan Fang, Xiuping Jia, Jón Atli Benediktsson
2017 J jnl
Hyperspectral Image Classification via Multiple-Feature-Based Adaptive Sparse Representation.
IEEE Trans. Instrum. Meas.
Leyuan Fang, Cheng Wang, Shutao Li, Jón Atli Benediktsson
2017 A* conf
Hyperspectral Image Super-Resolution via Non-local Sparse Tensor Factorization.
CVPR
Renwei Dian, Leyuan Fang, Shutao Li
2017 C conf
Hyperspectral images classification by fusing extinction profiles feature.
IGARSS
Nanjun He, Leyuan Fang, Shutao Li, Pedram Ghamisi, Jón Atli Benediktsson
2017 J jnl
Multiscale Superpixel-Based Sparse Representation for Hyperspectral Image Classification.
Remote. Sens.
Shuzhen Zhang, Shutao Li, Wei Fu, Leyuan Fang
2017 J jnl
Pixel-level image fusion: A survey of the state of the art.
Inf. Fusion
Shutao Li, Xudong Kang, Leyuan Fang, Jianwen Hu, Haitao Yin
2017 J jnl
Segmentation Based Sparse Reconstruction of Optical Coherence Tomography Images.
IEEE Trans. Medical Imaging
Leyuan Fang, Shutao Li, David Cunefare, Sina Farsiu
2017 C conf
Spectral-spatial online dictionary learning for hyperspectral image classification.
IGARSS
Wei Fu, Shutao Li, Leyuan Fang, Jón Atli Benediktsson
2016 C conf
Decision fusion of pixel-level and superpixel-level hyperspectral image classifiers.
IGARSS
Ting Lu, Shutao Li, Leyuan Fang
2016 J jnl
Hyperspectral Image Classification Via Shape-Adaptive Joint Sparse Representation.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Wei Fu, Shutao Li, Leyuan Fang, Xudong Kang, Jón Atli Benediktsson
2016 B conf
Non-local sparse representation for hyperspectral image super-resolution.
ICIP
Renwei Dian, Shutao Li, Leyuan Fang
2016 J jnl
Probabilistic Fusion of Pixel-Level and Superpixel-Level Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Shutao Li, Ting Lu, Leyuan Fang, Xiuping Jia, Jón Atli Benediktsson
2016 J jnl
Set-to-Set Distance-Based Spectral-Spatial Classification of Hyperspectral Images.
IEEE Trans. Geosci. Remote. Sens.
Ting Lu, Shutao Li, Leyuan Fang, Lorenzo Bruzzone, Jón Atli Benediktsson
2016 J jnl
Spectral-Spatial Adaptive Sparse Representation for Hyperspectral Image Denoising.
IEEE Trans. Geosci. Remote. Sens.
Ting Lu, Shutao Li, Leyuan Fang, Yi Ma, Jón Atli Benediktsson
2015 J jnl
3-D Adaptive Sparsity Based Image Compression With Applications to Optical Coherence Tomography.
IEEE Trans. Medical Imaging
Leyuan Fang, Shutao Li, Xudong Kang, Joseph A. Izatt, Sina Farsiu
2015 J jnl
Classification of Hyperspectral Images by Exploiting Spectral-Spatial Information of Superpixel via Multiple Kernels.
IEEE Trans. Geosci. Remote. Sens.
Leyuan Fang, Shutao Li, Wuhui Duan, Jinchang Ren, Jón Atli Benediktsson
2015 J jnl
Extended Random Walker-Based Classification of Hyperspectral Images.
IEEE Trans. Geosci. Remote. Sens.
Xudong Kang, Shutao Li, Leyuan Fang, Meixiu Li, Jón Atli Benediktsson
2015 J jnl
Face Recognition by Exploiting Local Gabor Features With Multitask Adaptive Sparse Representation.
IEEE Trans. Instrum. Meas.
Leyuan Fang, Shutao Li
2015 C conf
High resolution visible image completion of urban region using corresponding hyperspectral image.
IGARSS
Xudong Kang, Shutao Li, Leyuan Fang, Jón Atli Benediktsson
2015 J jnl
Intrinsic Image Decomposition for Feature Extraction of Hyperspectral Images.
IEEE Trans. Geosci. Remote. Sens.
Xudong Kang, Shutao Li, Leyuan Fang, Jón Atli Benediktsson
2015 J jnl
Robust Object Tracking Based on Principal Component Analysis and Local Sparse Representation.
IEEE Trans. Instrum. Meas.
Haicang Liu, Shutao Li, Leyuan Fang
2015 J jnl
Spectral-Spatial Classification of Hyperspectral Images With a Superpixel-Based Discriminative Sparse Model.
IEEE Trans. Geosci. Remote. Sens.
Leyuan Fang, Shutao Li, Xudong Kang, Jón Atli Benediktsson
2015 C conf
Spectral-spatial hyperspectral image classification via superpixel merging and sparse representation.
IGARSS
Wei Fu, Shutao Li, Leyuan Fang
2015 C conf
Superpixel-based composite kernel for hyperspectral image classification.
IGARSS
Wuhui Duan, Shutao Li, Leyuan Fang
2014 — conf
Hyperspectral Image Classification by Exploiting the Spectral-Spatial Correlations in the Sparse Coefficients.
CCPR (1)
Dan Liu, Shutao Li, Leyuan Fang
2014 — conf
Spectral-Spatial Hyperspectral Image Classification Using Superpixel and Extreme Learning Machines.
CCPR (1)
Wuhui Duan, Shutao Li, Leyuan Fang
2014 J jnl
Spectral-Spatial Hyperspectral Image Classification via Multiscale Adaptive Sparse Representation.
IEEE Trans. Geosci. Remote. Sens.
Leyuan Fang, Shutao Li, Xudong Kang, Jón Atli Benediktsson
2014 C conf
Spectral-spatial hyperspectral classification via shape-adaptive sparse representation.
IGARSS
Wei Fu, Shutao Li, Leyuan Fang, Xudong Kang, Jón Atli Benediktsson
2013 J jnl
Fast Acquisition and Reconstruction of Optical Coherence Tomography Images via Sparse Representation.
IEEE Trans. Medical Imaging
Leyuan Fang, Shutao Li, Ryan P. McNabb, Qing Nie, Anthony N. Kuo, Cynthia A. Toth, Joseph A. Izatt, Sina Farsiu
2013 J jnl
Remote Sensing Image Fusion via Sparse Representations Over Learned Dictionaries.
IEEE Trans. Geosci. Remote. Sens.
Shutao Li, Haitao Yin, Leyuan Fang
2013 J jnl
Simultaneous image fusion and super-resolution using sparse representation.
Inf. Fusion
Haitao Yin, Shutao Li, Leyuan Fang
2012 J jnl
An Efficient Dictionary Learning Algorithm and Its Application to 3-D Medical Image Denoising.
IEEE Trans. Biomed. Eng.
Shutao Li, Leyuan Fang, Haitao Yin
2012 J jnl
Group-Sparse Representation With Dictionary Learning for Medical Image Denoising and Fusion.
IEEE Trans. Biomed. Eng.
Shutao Li, Haitao Yin, Leyuan Fang
2012 J jnl
Multitemporal Image Change Detection Using a Detail-Enhancing Approach With Nonsubsampled Contourlet Transform.
IEEE Geosci. Remote. Sens. Lett.
Shutao Li, Leyuan Fang, Haitao Yin
2012 J jnl
Signal Denoising With Random Refined Orthogonal Matching Pursuit.
IEEE Trans. Instrum. Meas.
Shutao Li, Leyuan Fang
2011 B conf
Multitemporal image change detection with compressed sparse representation.
ICIP
Leyuan Fang, Shutao Li, Jianwen Hu
2010 B conf
An efficient learned dictionary and its application to non-local denoising.
ICIP
Shutao Li, Leyuan Fang