Yunsong Li

477 papers A* 32A 2B 11C 31Misc 1Journal 381Unranked 19
YearRankTypeTitle / Venue / Authors
2026 J jnl
Asymmetric Strip Transformer With Position Vectors Embedding for Lane Detection.
IEEE Trans. Intell. Transp. Syst.
Jing Zhang, Yao Le, Shumeng Zhang, Yunsong Li
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
Diff-Transformer: Heterogeneous Feature Fusion Network for Multisource Remote Sensing Classification.
IEEE Trans. Circuits Syst. Video Technol.
Zhihao Ying, Jie Guo, Yunsong Li, Yu'e Gao, Chenyu Li
2026 J jnl
Domain adapter for visual object tracking based on hyperspectral video.
Pattern Recognit.
Long Gao, Yunhe Zhang, Langkun Chen, Yan Jiang, Gang He, Weiying Xie, Yunsong Li
2026 J jnl
Fusion-Driven Task Mutual-Guidance Network for Few-Shot Hyperspectral Image Classification.
IEEE Trans. Multim.
Yusen Zhu, Jiahui Qu, Wenqian Dong, Yunsong Li
2026 J jnl
Learning transferable representations by topic guided graph adversarial network.
Signal Process.
Zhengjue Wang, Zhihui Xin, Chiyu Chen, Hao Zhang, Yuhao Huang, Yunsong Li, Hongwei Liu, Bo Chen
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
MambaFedCD: Spatial-Spectral-Temporal Collaborative Mamba-Based Active Federated Hyperspectral Change Detection.
IEEE Trans. Image Process.
Jiahui Qu, Jingyu Zhao, Wenqian Dong, Lijian Zhang, Yunsong Li
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
Physics-Guided Time-Interactive-Frequency Network for Cross-Domain Few-Shot Hyperspectral Image Classification.
IEEE Trans. Neural Networks Learn. Syst.
Jiaojiao Li, Hailong Wu, Rui Song, Haitao Xu, Yunsong Li, Qian Du
2026 J jnl
Prototype-Based Meta-Prompt Tuning: Toward Rehearsal-Free Few-Shot Class-Incremental Learning for Multimodal Remote Sensing Image.
IEEE Trans. Image Process.
Yuanbo Yang, Jiahui Qu, Wenqian Dong, Ling Huang, Yunsong Li
2026 J jnl
RCDIFO: A registration-change detection iterative feedback optimization network for unwell registered hyperspectral images.
Pattern Recognit.
Wanli Wang, Jiahui Qu, Song Xiao, Wenqian Dong, Xiaomeng Ma, Yunsong Li
2026 J jnl
Toward Memory-Efficient Hyperspectral Image Reconstruction via Consistency Learning.
IEEE Trans. Image Process.
Yihong Leng, Jiaojiao Li, Rui Song, Haitao Xu, Yunsong Li, Qian Du
2026 J jnl
TranSTD: A Wavelet-Driven Transformer-Based SAR Target Detection Framework With Adaptive Feature Enhancement and Fusion.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Bobo Xi, Jiaqi Chen, Yan Huang, Jiaojiao Li, Yunsong Li, Zan Li, Xiang-Gen Xia
2025 J jnl
A Multimodal Cross-Domain Segmentation Network of Remote Sensing Imagery With Multilevel Deep Cross-Fusion and Adversarial Domain Adaptation.
IEEE Trans. Geosci. Remote. Sens.
Guocheng Li, Bobo Xi, Yufei He, Tie Zheng, Yunsong Li, Changbin Xue
2025 J jnl
A Principle Design of Registration-Fusion Consistency: Toward Interpretable Deep Unregistered Hyperspectral Image Fusion.
IEEE Trans. Neural Networks Learn. Syst.
Jiahui Qu, Jizhou Cui, Wenqian Dong, Qian Du, Xiaoyang Wu, Song Xiao, Yunsong Li
2025 J jnl
A Signature-Constrained Two-Stage Framework for Hyperspectral Target Detection Based on Generative Self-Supervised Learning.
IEEE Trans. Geosci. Remote. Sens.
Haonan Qin, Shuai Wang, Yunsong Li, Weiying Xie, Kai Jiang, Kailang Cao
2025 A* conf
AdaGK-SGD: Adaptive Global Knowledge Guided Distributed Stochastic Gradient Descent.
AAAI
Hangyu Ye, Weiying Xie, Yunsong Li, Leyuan Fang
2025 J jnl
Adaptive Temperature-Driven Ternary Contrastive Autoencoder Framework for Hyperspectral Target Detection.
IEEE Trans. Geosci. Remote. Sens.
Jiaojiao Li, Hangyun Liu, Haitao Xu, Chengyuan Wang, Yunsong Li, Qian Du
2025 J jnl
Background Suppression Network With Attention Collapse Inhibited Transformer for Optical Remote Sensing Object Detection.
IEEE Trans. Geosci. Remote. Sens.
Jiaojiao Li, Haile Li, Haitao Xu, Rui Song, Yunsong Li, Qian Du
2025 J jnl
CDAFormer: Hybrid Transformer-based contrastive domain adaptation framework for unsupervised hyperspectral change detection.
Neural Networks
Jiahui Qu, Jingyu Zhao, Wenqian Dong, Jie He, Zan Li, Yunsong Li
2025 J jnl
CMCD: A Consistency Model-Based Change Detection Method for Remote Sensing Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Xiongjie Li, Weiying Xie, Jiaqing Zhang, Yunsong Li
2025 J jnl
CTMEM-Diff: A Cross-Modal Texture Matching and Enhancement Mamba Diffusion Model for Unpaired Hyperspectral Image Super-Resolution.
IEEE Trans. Geosci. Remote. Sens.
Yang Xu, Wenqian Dong, Jiahui Qu, Yunsong Li
2025 J jnl
Change Detection Meets Frequency Learning: A Coarse-to-Fine Dual-Domain Detection Network.
IEEE Trans. Geosci. Remote. Sens.
Wenbo Zhang, Wenjin Guo, Yunsong Li, Weiying Xie
2025 J jnl
Contrastive MLP Network Based on Adjacent Coordinates for Cross-Domain Zero-Shot Hyperspectral Image Classification.
IEEE Trans. Circuits Syst. Video Technol.
Jiaojiao Li, Zhiyuan Zhang, Rui Song, Haitao Xu, Yunsong Li, Qian Du
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
Cycle-Based Frequency Disentanglement Diffusion Model With Self-Training for Cross-Domain Hyperspectral-RGB Change Detection.
IEEE Trans. Image Process.
Jiahui Qu, Junying Ren, Wenqian Dong, Song Xiao, Yunsong Li
2025 J jnl
Cycle-Refined Multidecision Joint Alignment Network for Unsupervised Domain Adaptive Hyperspectral Change Detection.
IEEE Trans. Neural Networks Learn. Syst.
Jiahui Qu, Wenqian Dong, Yufei Yang, Tongzhen Zhang, Yunsong Li, Qian Du
2025 J jnl
Cyclic Consistency Constrained Multiview Graph Matching Network for Unsupervised Heterogeneous Change Detection.
IEEE Trans. Geosci. Remote. Sens.
Jiahui Qu, Wenqian Dong, Qian Du, Yufei Yang, Yunshuang Xu, Yunsong Li
2025 J jnl
DEAE: Diffusion-Enhanced Autoencoder Network for Unsupervised Nonlinear Hyperspectral Unmixing.
IEEE Trans. Geosci. Remote. Sens.
Tongshu Wu, Fanqiang Kong, Dan Li, Yunsong Li, Fei Ye
2025 J jnl
DIFTransNet: Dual-Branch Interactive Fusion Network With CNN and Multiscale Transformer for Infrared Small Target Detection.
IEEE Trans. Geosci. Remote. Sens.
Shenao Liu, Haitao Xu, Bobo Xi, Tie Zheng, Jiaojiao Li, Yunsong Li, Changbin Xue
2025 J jnl
DSNet: Dynamic Stitchable Neural Network for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Shou Feng, Zicheng Zhao, Bobo Xi, Chunhui Zhao, Wei Li, Ran Tao, Yunsong Li
2025 A* conf
DiffCLIP: Few-shot Language-driven Multimodal Classifier.
AAAI
Jiaqing Zhang, Mingxiang Cao, Xue Yang, Kai Jiang, Yunsong Li
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
Exploring hyperspectral anomaly detection with human vision: A small target aware detector.
Neural Networks
Jitao Ma, Weiying Xie, Yunsong Li
2025 J jnl
Feature Pyramid Fusion Network for Hyperspectral Pansharpening.
IEEE Trans. Neural Networks Learn. Syst.
Wenqian Dong, Yihan Yang, Jiahui Qu, Yunsong Li, Yufei Yang, Xiuping Jia
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
HyLiOSR: Staged Progressive Learning for Joint Open-Set Recognition of Hyperspectral and LiDAR Data.
IEEE Trans. Geosci. Remote. Sens.
Bobo Xi, Mingshuo Cai, Jiaojiao Li, Zhengjue Wang, Shou Feng, Yunsong Li, Jocelyn Chanussot
2025 J jnl
HyperCASR: Spectral-Spatial Open-Set Recognition With Category-Aware Semantic Reconstruction for Hyperspectral Imagery.
IEEE Trans. Image Process.
Bobo Xi, Wenjie Zhang, Jiaojiao Li, Rui Song, Yunsong Li
2025 J jnl
HyperTaFOR: Task-Adaptive Few-Shot Open-Set Recognition With Spatial-Spectral Selective Transformer for Hyperspectral Imagery.
IEEE Trans. Image Process.
Bobo Xi, Wenjie Zhang, Jiaojiao Li, Rui Song, Yunsong Li
2025 J jnl
Hyperspectral Adapter for Object Tracking based on Hyperspectral Video.
CoRR
Long Gao, Yunhe Zhang, Langkun Chen, Yan Jiang, Weiying Xie, Yunsong Li
2025 J jnl
Hyperspectral Image Super-Resolution Using Differentiation and Cross-Domain Feature.
IEEE Trans. Geosci. Remote. Sens.
Jing Zhang, Jingcheng Yu, Renjie Zheng, Yunsong Li
2025 J jnl
Hyperspectral Mamba for Hyperspectral Object Tracking.
CoRR
Long Gao, Yunhe Zhang, Yan Jiang, Weiying Xie, Yunsong Li
2025 J jnl
Hyperspectral Object Tracking With Spectral Information Prompt.
IEEE Trans. Circuits Syst. Video Technol.
Gang He, Long Gao, Langkun Chen, Yan Jiang, Weiying Xie, Yunsong Li
2025 J jnl
Hyperspectral Target Detection Based on Generative Self-Supervised Learning With Wavelet Transform.
IEEE Trans. Geosci. Remote. Sens.
Haonan Qin, Shuai Wang, Yunsong Li, Weiying Xie, Kai Jiang, Kailang Cao
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
IIRNet: Infinite impulse response inspired network for compressed video quality enhancement.
Neurocomputing
Mingjin Zhang, Lingping Zheng, Yunsong Li, Xinbo Gao
2025 J jnl
IR&ArF: Toward Deep Interpretable Arbitrary Resolution Fusion of Unregistered Hyperspectral and Multispectral Images.
IEEE Trans. Image Process.
Jiahui Qu, Xiaoyang Wu, Wenqian Dong, Jizhou Cui, Yunsong Li
2025 J jnl
IRPruneDeXt: Efficient Infrared Small Target Detection via Musical Wavelet-Regularized Channel Pruning.
IEEE Trans. Neural Networks Learn. Syst.
Mingjin Zhang, Jin Feng, Handi Yang, Jie Guo, Yunsong Li, Xinbo Gao
2025 J jnl
Learning Generalization From Various Unaware Degradations for Blind Hyperspectral Image Super-Resolution via Transparent Diffusion Model.
IEEE Trans. Multim.
Sen Liu, Jiahui Qu, Song Xiao, Wenqian Dong, Yunsong Li
2025 J jnl
M
CoRR
Mingxiang Cao, Weiying Xie, Xin Zhang, Jiaqing Zhang, Kai Jiang, Jie Lei, Yunsong Li
2025 J jnl
MASK_LOSS guided non-end-to-end image denoising network based on multi-attention module with bias rectified linear unit and absolute pooling unit.
Comput. Vis. Image Underst.
Jing Zhang, Jingcheng Yu, Zhicheng Zhang, Congyao Zheng, Yao Le, Yunsong Li
2025 J jnl
MCTGCL: Mixed CNN-Transformer for Mars Hyperspectral Image Classification With Graph Contrastive Learning.
IEEE Trans. Geosci. Remote. Sens.
Bobo Xi, Yun Zhang, Jiaojiao Li, Tie Zheng, Xunfeng Zhao, Haitao Xu, Changbin Xue, Yunsong Li, Jocelyn Chanussot
2025 J jnl
MDEformer: Mixed Difference Equation Inspired Transformer for Compressed Video Quality Enhancement.
IEEE Trans. Neural Networks Learn. Syst.
Mingjin Zhang, Haichen Bai, Wenteng Shang, Jie Guo, Yunsong Li, Xinbo Gao
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
MVFG: Enhancing Semantic Segmentation via Mix Vision Transformer With a Feature Guidance Module Powered by SAM Masks.
IEEE Trans. Geosci. Remote. Sens.
Bo Zhao, Tingzhang Wu, Xianyun Wu, Yi Xu, Yunsong Li, Lantao Feng, Haoxin Chen, Dan Li, Bormin Huang
2025 J jnl
Multi-Feature Interaction and Degradation Estimation Transformer for Spectral Compressive Imaging.
IEEE Trans. Circuits Syst. Video Technol.
Jiaojiao Li, Ding Zhu, Rui Song, Haitao Xu, Yunsong Li, Qian Du
2025 A* conf
Multi-Frame Deformable Look-Up Table for Compressed Video Quality Enhancement.
AAAI
Gang He, Guancheng Quan, Chang Wu, Shihao Wang, Dajiang Zhou, Yunsong Li
2025 J jnl
M³amba: CLIP-Driven Mamba Model for Multi-Modal Remote Sensing Classification.
IEEE Trans. Circuits Syst. Video Technol.
Mingxiang Cao, Weiying Xie, Xin Zhang, Jiaqing Zhang, Kai Jiang, Jie Lei, Yunsong Li
2025 J jnl
NukesFormers: Unpaired Hyperspectral Image Generation With Nonuniform Domain Alignment.
IEEE Trans. Geosci. Remote. Sens.
Jiaojiao Li, Shiyao Duan, Haitao Xu, Rui Song, Yunsong Li, Qian Du
2025 J jnl
Pedestrian-Vehicle Information Modulation for Pedestrian Crossing Intention Prediction.
IEEE Trans. Intell. Veh.
Li Xu, Shaodi You, Gang He, Yunsong Li
2025 J jnl
Progressive Spatial Information-Guided Deep Aggregation Convolutional Network for Hyperspectral Spectral Super-Resolution.
IEEE Trans. Neural Networks Learn. Syst.
Jiaojiao Li, Songcheng Du, Rui Song, Yunsong Li, Qian Du
2025 J jnl
Progressive Synergistic Registration and Fusion Diffusion Network for Unregistered Hyperspectral and Multispectral Image Fusion.
IEEE Trans. Geosci. Remote. Sens.
Jiahui Qu, Jie He, Yunsong Li, Wenqian Dong, Sen Liu
2025 J jnl
R2PLoc: A Region-to-Point UAV Visual Geo-Localization Framework Leveraging Hierarchical Semantic Representation.
IEEE Trans. Geosci. Remote. Sens.
Bin Tang, Ruitao Lu, Xiaogang Yang, Yansheng Li, Yunsong Li, Dingwen Zhang, Shiwei Chen
2025 J jnl
RGB-D visual object tracking with transformer-based multi-modal feature fusion.
Knowl. Based Syst.
Long Gao, Yuze Ke, Wanlin Zhao, Yang Zhang, Yan Jiang, Gang He, Yunsong 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
Registration-fusion binocular diffusion model: Exploring continuous fusion of unregistered hyperspectral and multispectral images.
Knowl. Based Syst.
Xiaoyang Wu, Jiahui Qu, Wenqian Dong, Hongxiang Li, Song Xiao, Yunsong Li
2025 J jnl
Rethinking Efficient Mixture-of-Experts for Remote Sensing Modality-Missing Classification.
CoRR
Qinghao Gao, Jiahui Qu, Yunsong Li, Wenqian Dong
2025 A* conf
RivuletMLP: An MLP-based Architecture for Efficient Compressed Video Quality Enhancement.
CVPR
Gang He, Weiran Wang, Guancheng Quan, Shihao Wang, Dajiang Zhou, Yunsong Li
2025 J jnl
SA-CVSR: Scale-Arbitrary Compressed Video Super-Resolution.
Pattern Recognit.
Gang He, Chang Wu, Guancheng Quan, Xinquan Lai, Yunsong Li
2025 J jnl
SeaDATE: Remedy Dual-Attention Transformer With Semantic Alignment via Contrast Learning for Multimodal Object Detection.
IEEE Trans. Circuits Syst. Video Technol.
Shuhan Dong, Weiying Xie, Danian Yang, Yunsong Li, Jiaqing Zhang, Jiayuan Tian, Jie Lei
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
SemiBaCon: Semi-Supervised Balanced Contrastive Learning for Multimodal Remote Sensing Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Yufei He, Bobo Xi, Guocheng Li, Tie Zheng, Yunsong Li, Changbin Xue, Ming Shen
2025 J jnl
ShiftQuant: Toward Accurate and Efficient Sub-8-bit Integer Training.
IEEE Trans. Circuits Syst. Video Technol.
Wenjin Guo, Donglai Liu, Weiying Xie, Yunsong Li, Xuefei Ning, Zihan Meng, Shulin Zeng, Jie Lei, Zhenman Fang, Yu Wang
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
Transductive Few-Shot Learning With Enhanced Spectral-Spatial Embedding for Hyperspectral Image Classification.
IEEE Trans. Image Process.
Bobo Xi, Yun Zhang, Jiaojiao Li, Yan Huang, Yunsong Li, Zan Li, Jocelyn Chanussot
2025 J jnl
Uncertainty-Guided Discriminative Priors Mining for Flexible Unsupervised Spectral Reconstruction.
IEEE Trans. Neural Networks Learn. Syst.
Yihong Leng, Jiaojiao Li, Rui Song, Yunsong Li, Qian Du
2025 A* conf
Uni-Sight: An E2E Vision-Language-Action System Unifying Multi-View Alignment and Multi-Modal Fusion.
ACM Multimedia
Daixun Li, Sibo He, Jiayun Tian, Yusi Zhang, Weiying Xie, Mingxiang Cao, Donglai Liu, Zirui Li, Tianlin Hui, Rui Huang, Yunsong Li
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
2025 J jnl
WMRNet: Wavelet Mamba With Reversible Structure for Infrared Small Target Detection.
IEEE Trans. Image Process.
Mingjin Zhang, Xiaolong Li, Jie Guo, Yunsong Li, Xinbo Gao
2024 J jnl
A Lightweight Framework With Knowledge Distillation for Zero-Shot Mars Scene Classification.
IEEE Trans. Geosci. Remote. Sens.
Xiaomeng Tan, Bobo Xi, Haitao Xu, Jiaojiao Li, Yunsong Li, Changbin Xue, Jocelyn Chanussot
2024 J jnl
A Representation-Learning-Based Graph and Generative Network for Hyperspectral Small Target Detection.
Remote. Sens.
Yunsong Li, Jiaping Zhong, Weiying Xie, Paolo Gamba
2024 J jnl
A Semi-Supervised Multiscale Convolutional Sparse Coding-Guided Deep Interpretable Network for Hyperspectral Image Change Detection.
IEEE Trans. Geosci. Remote. Sens.
Jiahui Qu, Peicheng Yang, Wenqian Dong, Xiaohan Zhang, Yunsong Li
2024 J jnl
A Spatio-Spectral Fusion Method for Hyperspectral Images Using Residual Hyper-Dense Network.
IEEE Trans. Neural Networks Learn. Syst.
Jiahui Qu, Zhangchun Xu, Wenqian Dong, Song Xiao, Yunsong Li, Qian Du
2024 J jnl
AFE-Net: Attention-Guided Feature Enhancement Network for Infrared Small Target Detection.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Keyan Wang, Xueyan Wu, Peicheng Zhou, Zuntian Chen, Rui Zhang, Liyun Yang, Yunsong Li
2024 A* conf
Adaptive Hierarchical Aggregation for Federated Object Detection.
ACM Multimedia
Ruofan Jia, Weiying Xie, Jie Lei, Yunsong Li
2024 A* conf
Adaptive Pruning of Channel Spatial Dependability in Convolutional Neural Networks.
ACM Multimedia
Weiying Xie, Mei Yuan, Jitao Ma, Yunsong Li
2024 A* conf
An End-to-End Real-World Camera Imaging Pipeline.
ACM Multimedia
Kepeng Xu, Zijia Ma, Li Xu, Gang He, Yunsong Li, Wenxin Yu, Taichu Han, Cheng Yang
2024 J jnl
An End-to-End Real-World Camera Imaging Pipeline.
CoRR
Kepeng Xu, Zijia Ma, Li Xu, Gang He, Yunsong Li, Wenxin Yu, Taichu Han, Cheng Yang
2024 A* conf
Beyond Alignment: Blind Video Face Restoration via Parsing-Guided Temporal-Coherent Transformer.
IJCAI
Kepeng Xu, Li Xu, Gang He, Wenxin Yu, Yunsong Li
2024 J jnl
Beyond Alignment: Blind Video Face Restoration via Parsing-Guided Temporal-Coherent Transformer.
CoRR
Kepeng Xu, Li Xu, Gang He, Wenxin Yu, Yunsong Li
2024 J jnl
Beyond Feature Mapping GAP: Integrating Real HDRTV Priors for Superior SDRTV-to-HDRTV Conversion.
CoRR
Kepeng Xu, Li Xu, Gang He, Zhiqiang Zhang, Wenxin Yu, Shihao Wang, Dajiang Zhou, Yunsong Li
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
CFMDM: Coarse-to-Fine Meta-Diffusion Model for Scale-Arbitrary Hyperspectral Super-Resolution.
IEEE Geosci. Remote. Sens. Lett.
Jizhou Cui, Wenqian Dong, Jiahui Qu, Xiaoyang Wu, Song Xiao, Yunsong Li
2024 J jnl
CTF-SSCL: CNN-Transformer for Few-Shot Hyperspectral Image Classification Assisted by Semisupervised Contrastive Learning.
IEEE Trans. Geosci. Remote. Sens.
Bobo Xi, Yun Zhang, Jiaojiao Li, Yunsong Li, Zan Li, Jocelyn Chanussot
2024 J jnl
Contrastive Constrained Cross-Scene Model- Informed Interpretable Classification Strategy for Hyperspectral and LiDAR Data.
IEEE Trans. Geosci. Remote. Sens.
Wenqian Dong, Jiahui Qu, Tian Zhang, Song Xiao, Yunsong Li
2024 J jnl
Cross-Domain Few-Shot Learning Based on Decoupled Knowledge Distillation for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Shou Feng, Hongzhe Zhang, Bobo Xi, Chunhui Zhao, Yunsong Li, Jocelyn Chanussot
2024 — conf
DA-BEV: Unsupervised Domain Adaptation for Bird's Eye View Perception.
ECCV (82)
Kai Jiang, Jiaxing Huang, Weiying Xie, Jie Lei, Yunsong Li, Ling Shao, Shijian Lu
2024 J jnl
DA-BEV: Unsupervised Domain Adaptation for Bird's Eye View Perception.
CoRR
Kai Jiang, Jiaxing Huang, Weiying Xie, Yunsong Li, Ling Shao, Shijian Lu
2024 J jnl
Decentralized Federated GAN for Hyperspectral Change Detection in Edge Computing.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Weiying Xie, Xiaohong Xu, Yunsong Li
2024 J jnl
Deep Self-Representation Learning Framework for Hyperspectral Anomaly Detection.
IEEE Trans. Instrum. Meas.
Xi Cheng, Min Zhang, Sheng Lin, Yunsong Li, Hai Wang
2024 J jnl
Deep Spatial - Spectral Joint-Sparse Prior Encoding Network for Hyperspectral Target Detection.
IEEE Trans. Cybern.
Wenqian Dong, Xiaoyang Wu, Jiahui Qu, Paolo Gamba, Song Xiao, Anna Vizziello, Yunsong Li
2024 J jnl
Diamond-Unet: A Novel Semantic Segmentation Network Based on U-Net Network and Transformer for Deep Space Rock Images.
IEEE Geosci. Remote. Sens. Lett.
Guocheng Li, Bobo Xi, Yufei He, Tie Zheng, Yunsong Li, Changbin Xue, Jocelyn Chanussot
2024 J jnl
DiffCLIP: Few-shot Language-driven Multimodal Classifier.
CoRR
Jiaqing Zhang, Mingxiang Cao, Xue Yang, Kai Jiang, Yunsong Li
2024 J jnl
Distribution-Aware Interactive Attention Network and Large-Scale Cloud Recognition Benchmark on FY-4A Satellite Image.
IEEE Trans. Geosci. Remote. Sens.
Jiaqing Zhang, Jie Lei, Weiying Xie, Kai Jiang, Xin Zhang, Mingxiang Cao, Yunsong Li
2024 J jnl
Distribution-aware Interactive Attention Network and Large-scale Cloud Recognition Benchmark on FY-4A Satellite Image.
CoRR
Jiaqing Zhang, Jie Lei, Weiying Xie, Kai Jiang, Mingxiang Cao, Yunsong Li
2024 A* conf
Domain Adaptation for Large-Vocabulary Object Detectors.
NeurIPS
Kai Jiang, Jiaxing Huang, Weiying Xie, Jie Lei, Yunsong Li, Ling Shao, Shijian Lu
2024 J jnl
Domain Adaptation for Large-Vocabulary Object Detectors.
CoRR
Kai Jiang, Jiaxing Huang, Weiying Xie, Yunsong Li, Ling Shao, Shijian Lu
2024 A* conf
E2E-MFD: Towards End-to-End Synchronous Multimodal Fusion Detection.
NeurIPS
Jiaqing Zhang, Mingxiang Cao, Weiying Xie, Jie Lei, Daixun Li, Wenbo Huang, Yunsong Li, Xue Yang
2024 A conf
E4SA: An Ultra-Efficient Systolic Array Architecture for 4-Bit Convolutional Neural Networks.
FPGA
Geng Yang, Jie Lei, Zhenman Fang, Jiaqing Zhang, Junrong Zhang, Weiying Xie, Yunsong Li
2024 J jnl
Ebbinghaus-Curve Guided Low-Rank Component-Induced Attention for Multisource Remote Sensing Classification.
IEEE Trans. Geosci. Remote. Sens.
Weiying Xie, Yibing Lu, Daixun Li, Yunsong Li
2024 J jnl
Efficient On-Board Compression for Arbitrary-Shaped Cloud-Covered Remote Sensing Images via Adaptive Filling and Controllable Quantization.
Remote. Sens.
Keyan Wang, Jia Jia, Peicheng Zhou, Haoyi Ma, Liyun Yang, Kai Liu, Yunsong Li
2024 J jnl
EfficientMFD: Towards More Efficient Multimodal Synchronous Fusion Detection.
CoRR
Jiaqing Zhang, Mingxiang Cao, Xue Yang, Weiying Xie, Jie Lei, Daixun Li, Geng Yang, Wenbo Huang, Yunsong Li
2024 A* conf
Explore Hybrid Modeling for Moving Infrared Small Target Detection.
ACM Multimedia
Mingjin Zhang, Shilong Liu, Yuanjun Ouyang, Jie Guo, Zhihong Tang, Yunsong Li
2024 J jnl
Exploring Hyperspectral Anomaly Detection with Human Vision: A Small Target Aware Detector.
CoRR
Jitao Ma, Weiying Xie, Yunsong Li
2024 J jnl
Feature Mutual Representation-Based Graph Domain Adaptive Network for Unsupervised Hyperspectral Change Detection.
IEEE Trans. Geosci. Remote. Sens.
Jiahui Qu, Jingyu Zhao, Wenqian Dong, Song Xiao, Yunsong Li, Qian Du
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
FedFQ: Federated Learning with Fine-Grained Quantization.
CoRR
Haowei Li, Weiying Xie, Hangyu Ye, Jitao Ma, Shuran Ma, Yunsong Li
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 A* conf
FedSLS: Exploring Federated Aggregation in Saliency Latent Space.
ACM Multimedia
Hengyi Wang, Weiying Xie, Jitao Ma, Daixun Li, Yunsong Li
2024 J jnl
Few-Shot Object Detection for Remote Sensing Imagery Using Segmentation Assistance and Triplet Head.
Remote. Sens.
Jing Zhang, Zhaolong Hong, Xu Chen, Yunsong Li
2024 J jnl
FoRA: Low-Rank Adaptation Model beyond Multimodal Siamese Network.
CoRR
Weiying Xie, Yusi Zhang, Tianlin Hui, Jiaqing Zhang, Jie Lei, Yunsong Li
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
Graph Embedding Interclass Relation-Aware Adaptive Network for Cross-Scene Classification of Multisource Remote Sensing Data.
IEEE Trans. Image Process.
Teng Yang, Song Xiao, Jiahui Qu, Wenqian Dong, Qian Du, Yunsong Li
2024 J jnl
HPRN: Holistic Prior-Embedded Relation Network for Spectral Super-Resolution.
IEEE Trans. Neural Networks Learn. Syst.
Chaoxiong Wu, Jiaojiao Li, Rui Song, Yunsong Li, Qian Du
2024 J jnl
HTD-TS
IEEE Trans. Neural Networks Learn. Syst.
Haonan Qin, Weiying Xie, Yunsong Li, Qian Du
2024 J jnl
Heat Transfer-Inspired Network for Image Super-Resolution Reconstruction.
IEEE Trans. Neural Networks Learn. Syst.
Mingjin Zhang, Qianqian Wu, Jie Guo, Yunsong Li, Xinbo Gao
2024 J jnl
HyBNN: Quantifying and Optimizing Hardware Efficiency of Binary Neural Networks.
ACM Trans. Reconfigurable Technol. Syst.
Geng Yang, Jie Lei, Zhenman Fang, Yunsong Li, Jiaqing Zhang, Weiying Xie
2024 J jnl
HyperMLP: Superpixel Prior and Feature Aggregated Perceptron Networks for Hyperspectral and LiDAR Hybrid Classification.
IEEE Trans. Geosci. Remote. Sens.
Jiaojiao Li, Yuzhe Liu, Rui Song, Wei Li, Yunsong Li, Qian Du
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 J jnl
Hyperspectral Image Super-Resolution Based on Feature Diversity Extraction.
Remote. Sens.
Jing Zhang, Renjie Zheng, Zekang Wan, Ruijing Geng, Yi Wang, Yu Yang, Xuepeng Zhang, Yunsong Li
2024 J jnl
Hyperspherical Structural-Aware Distillation Enhanced Spatial-Spectral Bidirectional Interaction Network for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Boao Qin, Shou Feng, Chunhui Zhao, Bobo Xi, Wei Li, Ran Tao, Yunsong Li
2024 A* conf
IRPruneDet: Efficient Infrared Small Target Detection via Wavelet Structure-Regularized Soft Channel Pruning.
AAAI
Mingjin Zhang, Handi Yang, Jie Guo, Yunsong Li, Xinbo Gao, Jing Zhang
2024 — conf
IRSAM: Advancing Segment Anything Model for Infrared Small Target Detection.
ECCV (67)
Mingjin Zhang, Yuchun Wang, Jie Guo, Yunsong Li, Xinbo Gao, Jing Zhang
2024 J jnl
IRSAM: Advancing Segment Anything Model for Infrared Small Target Detection.
CoRR
Mingjin Zhang, Yuchun Wang, Jie Guo, Yunsong Li, Xinbo Gao, Jing Zhang
2024 J jnl
ISPDiff: Interpretable Scale-Propelled Diffusion Model for Hyperspectral Image Super-Resolution.
IEEE Trans. Geosci. Remote. Sens.
Wenqian Dong, Sen Liu, Song Xiao, Jiahui Qu, Yunsong Li
2024 J jnl
Incremental Detection of Hyperspectral Targets in Consistent Scenes With Continuous Learning.
IEEE Trans. Geosci. Remote. Sens.
Wenqian Dong, Yonghui Chen, Song Xiao, Jiahui Qu, Yunsong Li
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 A* conf
Language-Guided Visual Prompt Compensation for Multi-Modal Remote Sensing Image Classification with Modality Absence.
ACM Multimedia
Ling Huang, Wenqian Dong, Song Xiao, Jiahui Qu, Yuanbo Yang, Yunsong Li
2024 J jnl
Local-Global Self-Attention for Transformer-Based Object Tracking.
IEEE Trans. Circuits Syst. Video Technol.
Langkun Chen, Long Gao, Yan Jiang, Yunsong Li, Gang He, Jifeng Ning
2024 A* conf
MDFL: Multi-Domain Diffusion-Driven Feature Learning.
AAAI
Daixun Li, Weiying Xie, Jiaqing Zhang, Yunsong Li
2024 J jnl
MFINet: A Novel Zero-Shot Remote Sensing Scene Classification Network Based on Multimodal Feature Interaction.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Xiaomeng Tan, Bobo Xi, Haitao Xu, Yunsong Li, Changbin Xue, Jocelyn Chanussot
2024 J jnl
MMIF: Interpretable Hyperspectral and Multispectral Image Fusion via Maximum Mutual Information.
IEEE Trans. Geosci. Remote. Sens.
Yunsong Li, Wen-jin Guo, Weiying Xie, Tao Jiang, Qian Du
2024 J jnl
MSCC-ViT:A Multiscale Visual-Transformer Network Using Convolution Crossing Attention for Hyperspectral Unmixing.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Cheng Xu, Fei Ye, Fanqiang Kong, Yunsong Li, Zhijie Lv
2024 J jnl
MTLSC-Diff: Multitask learning with diffusion models for hyperspectral image super-resolution and classification.
Knowl. Based Syst.
Jiahui Qu, Liusheng Xiao, Wenqian Dong, Yunsong Li
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 C conf
Matrix Factorization Informed Interpretable Deep Network for Unregistered Hyperspectral and Multispectral Images Fusion.
IGARSS
Tongzhen Zhang, Jiahui Qu, Yunsong Li, Qian Du, Wenqian Dong
2024 J jnl
Mind the Gap: Multilevel Unsupervised Domain Adaptation for Cross-Scene Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Mingshuo Cai, Bobo Xi, Jiaojiao Li, Shou Feng, Yunsong Li, Zan Li, Jocelyn Chanussot
2024 J jnl
Model-Driven Deep Pipeline With Uncertainty-Aware Bundle Adjustment for Satellite Photogrammetry.
IEEE Trans. Geosci. Remote. Sens.
Kailang Cao, Jiaojiao Li, Rui Song, Zhiqiang Liu, Yunsong Li
2024 J jnl
Multilevel Attention Dynamic-Scale Network for HSI and LiDAR Data Fusion Classification.
IEEE Trans. Geosci. Remote. Sens.
Yufei He, Bobo Xi, Guocheng Li, Tie Zheng, Yunsong Li, Changbin Xue, Jocelyn Chanussot
2024 J jnl
Multimodal Informative ViT: Information Aggregation and Distribution for Hyperspectral and LiDAR Classification.
CoRR
Jiaqing Zhang, Jie Lei, Weiying Xie, Geng Yang, Daixun Li, Yunsong Li
2024 J jnl
Multimodal Informative ViT: Information Aggregation and Distribution for Hyperspectral and LiDAR Classification.
IEEE Trans. Circuits Syst. Video Technol.
Jiaqing Zhang, Jie Lei, Weiying Xie, Geng Yang, Daixun Li, Yunsong Li
2024 J jnl
NaMemo2: Facilitating Teacher-Student Interaction with Theory-Based Design and Student Autonomy Consideration.
Educ. Inf. Technol.
Guang Jiang, Jiahui Zhu, Yunsong Li, Pengcheng An, Yunlong Wang
2024 J jnl
PCViT: A Pyramid Convolutional Vision Transformer Detector for Object Detection in Remote-Sensing Imagery.
IEEE Trans. Geosci. Remote. Sens.
Jiaojiao Li, Penghao Tian, Rui Song, Haitao Xu, Yunsong Li, Qian Du
2024 J jnl
PMCN: Parallax-motion collaboration network for stereo video dehazing.
Knowl. Based Syst.
Chang Wu, Gang He, Wanlin Zhao, Xinquan Lai, Yunsong Li
2024 J jnl
Parallel Compared-and-Stacked Pyramid Transformer Network for Unsupervised Hyperspectral Change Detection.
IEEE Trans. Geosci. Remote. Sens.
Yunshuang Xu, Song Xiao, Jiahui Qu, Wenqian Dong, Yunsong Li, Haoming Xia
2024 J jnl
Progressive Multi-Iteration Registration-Fusion Co-Optimization Network for Unregistered Hyperspectral Image Super-Resolution.
IEEE Trans. Geosci. Remote. Sens.
Jiahui Qu, Xuyao Liu, Wenqian Dong, Yang Liu, Tongzhen Zhang, Yang Xu, Yunsong Li
2024 A* conf
QS-NeRV: Real-Time Quality-Scalable Decoding with Neural Representation for Videos.
ACM Multimedia
Chang Wu, Guancheng Quan, Gang He, Xin-Quan Lai, Yunsong Li, Wenxin Yu, Xianmeng Lin, Cheng Yang
2024 J jnl
RS-DGC: Exploring Neighborhood Statistics for Dynamic Gradient Compression on Remote Sensing Image Interpretation.
IEEE Trans. Geosci. Remote. Sens.
Weiying Xie, Zixuan Wang, Jitao Ma, Daixun Li, Yunsong Li
2024 J jnl
Reducing Spurious Correlation for Federated Domain Generalization.
CoRR
Shuran Ma, Weiying Xie, Daixun Li, Haowei Li, Yunsong Li
2024 J jnl
Residual Mask in Cascaded Convolutional Transformer for Spectral Reconstruction.
IEEE Trans. Geosci. Remote. Sens.
Jiaojiao Li, Shiyao Duan, Yihong Leng, Rui Song, Yunsong Li, Qian Du
2024 J jnl
Review of Zero-Shot Remote Sensing Image Scene Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Xiaomeng Tan, Bobo Xi, Jiaojiao Li, Tie Zheng, Yunsong Li, Changbin Xue, Jocelyn Chanussot
2024 B conf
SA4: A Comprehensive Analysis and Optimization of Systolic Array Architecture for 4-bit Convolutions.
FPL
Geng Yang, Jie Lei, Zhenman Fang, Jiaqing Zhang, Junrong Zhang, Weiying Xie, Yunsong Li
2024 J jnl
SCFormer: Spectral Coordinate Transformer for Cross-Domain Few-Shot Hyperspectral Image Classification.
IEEE Trans. Image Process.
Jiaojiao Li, Zhiyuan Zhang, Rui Song, Yunsong Li, Qian Du
2024 J jnl
SWFormer: Stochastic Windows Convolutional Transformer for Hybrid Modality Hyperspectral Classification.
IEEE Trans. Image Process.
Jiaojiao Li, Zhiyuan Zhang, Yuzhe Liu, Rui Song, Yunsong Li, Qian Du
2024 J jnl
SeaDATE: Remedy Dual-Attention Transformer with Semantic Alignment via Contrast Learning for Multimodal Object Detection.
CoRR
Shuhan Dong, Yunsong Li, Weiying Xie, Jiaqing Zhang, Jiayuan Tian, Danian Yang, Jie Lei
2024 J jnl
Shared-Private Decoupling-Based Multilevel Feature Alignment Semisupervised Learning for HSI and LiDAR Classification.
IEEE Trans. Geosci. Remote. Sens.
Jiahui Qu, Lijian Zhang, Wenqian Dong, Nan Li, Yunsong Li
2024 J jnl
Single-Frame Infrared Small Target Detection via Gaussian Curvature Inspired Network.
IEEE Trans. Geosci. Remote. Sens.
Mingjin Zhang, Ke Yue, Boyang Li, Jie Guo, Yunsong Li, Xinbo Gao
2024 J jnl
Small Object-Aware Video Coding for Machines via Feature-Motion Synergy.
IEEE Geosci. Remote. Sens. Lett.
Qihan Xu, Bobo Xi, Haitao Xu, Yun Huang, Yunsong Li, Jocelyn Chanussot
2024 A* conf
Spanning Training Progress: Temporal Dual-Depth Scoring (TDDS) for Enhanced Dataset Pruning.
CVPR
Xin Zhang, Jiawei Du, Yunsong Li, Weiying Xie, Joey Tianyi Zhou
2024 J jnl
SwiMDiff: Scene-Wide Matching Contrastive Learning With Diffusion Constraint for Remote Sensing Image.
IEEE Trans. Geosci. Remote. Sens.
Jiayuan Tian, Jie Lei, Jiaqing Zhang, Weiying Xie, Yunsong Li
2024 J jnl
SwiMDiff: Scene-wide Matching Contrastive Learning with Diffusion Constraint for Remote Sensing Image.
CoRR
Jiayuan Tian, Jie Lei, Jiaqing Zhang, Weiying Xie, Yunsong Li
2024 J jnl
TMCFN: Text-Supervised Multidimensional Contrastive Fusion Network for Hyperspectral and LiDAR Classification.
IEEE Trans. Geosci. Remote. Sens.
Yueguang Yang, Jiahui Qu, Wenqian Dong, Tongzhen Zhang, Song Xiao, Yunsong Li
2024 J jnl
Towards Accurate and Efficient Sub-8-Bit Integer Training.
CoRR
Wenjin Guo, Donglai Liu, Weiying Xie, Yunsong Li, Xuefei Ning, Zihan Meng, Shulin Zeng, Jie Lei, Zhenman Fang, Yu Wang
2024 A* conf
Unleashing the Power of Generic Segmentation Model: A Simple Baseline for Infrared Small Target Detection.
ACM Multimedia
Mingjin Zhang, Chi Zhang, Qiming Zhang, Yunsong Li, Xinbo Gao, Jing Zhang
2024 J jnl
Unleashing the Power of Generic Segmentation Models: A Simple Baseline for Infrared Small Target Detection.
CoRR
Mingjin Zhang, Chi Zhang, Qiming Zhang, Yunsong Li, Xin Gao, Jing Zhang
2024 A* conf
VmambaSCI: Dynamic Deep Unfolding Network with Mamba for Compressive Spectral Imaging.
ACM Multimedia
Mingjin Zhang, Longyi Li, Wenxuan Shi, Jie Guo, Yunsong Li, Xinbo Gao
2023 J jnl
A Model-Driven Deep Mixture Network for Robust Hyperspectral Anomaly Detection.
IEEE Trans. Geosci. Remote. Sens.
Yunsong Li, Kai Jiang, Weiying Xie, Jie Lei, Xin Zhang, Qian Du
2023 J jnl
A Semantic Transferred Priori for Hyperspectral Target Detection With Spatial-Spectral Association.
IEEE Trans. Geosci. Remote. Sens.
Jie Lei, Simin Xu, Weiying Xie, Jiaqing Zhang, Yunsong Li, Qian Du
2023 J jnl
A Transformer-Based Network for Hyperspectral Object Tracking.
IEEE Trans. Geosci. Remote. Sens.
Long Gao, Langkun Chen, Pan Liu, Yan Jiang, Weiying Xie, Yunsong Li
2023 J jnl
Abundance Matrix Correlation Analysis Network Based on Hierarchical Multihead Self-Cross-Hybrid Attention for Hyperspectral Change Detection.
IEEE Trans. Geosci. Remote. Sens.
Wenqian Dong, Jingyu Zhao, Jiahui Qu, Song Xiao, Nan Li, Shaoxiong Hou, Yunsong Li
2023 J jnl
An Interpretable Unsupervised Unrolling Network for Hyperspectral Pansharpening.
IEEE Trans. Cybern.
Jiahui Qu, Wenqian Dong, Yunsong Li, Shaoxiong Hou, Qian Du
2023 J jnl
Attention Mechanism With Spatial Spectrum Dense Connection and Context Dynamic Convolution for Cloud Detection.
IEEE Trans. Geosci. Remote. Sens.
Jing Zhang, Liangnong Song, Yuchen Wang, Jun Wu, Yunsong 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
CBFF-Net: A New Framework for Efficient and Accurate Hyperspectral Object Tracking.
IEEE Trans. Geosci. Remote. Sens.
Long Gao, Pan Liu, Yan Jiang, Weiying Xie, Jie Lei, Yunsong Li, Qian Du
2023 J jnl
CHFNet: Curvature Half-Level Fusion Network for Single-Frame Infrared Small Target Detection.
Remote. Sens.
Mingjin Zhang, Bate Li, Tianyu Wang, Haichen Bai, Ke Yue, Yunsong Li
2023 J jnl
Class-Specific Autoaugment Architecture Based on Schmidt Mathematical Theory for Imbalanced Hyperspectral Classification.
IEEE Trans. Geosci. Remote. Sens.
Jiaojiao Li, Yan Diao, Rui Song, Bobo Xi, Yunsong Li, Qian Du
2023 J jnl
Cloud Detection Method Based on Spatial-Spectral Features and Encoder-Decoder Feature Fusion.
IEEE Trans. Geosci. Remote. Sens.
Jing Zhang, Xinlong Shi, Jun Wu, Liangnong Song, Yunsong Li
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 A* conf
Contrastive Semi-Supervised Learning for Underwater Image Restoration via Reliable Bank.
CVPR
Shirui Huang, Keyan Wang, Huan Liu, Jun Chen, Yunsong Li
2023 J jnl
Contrastive Semi-supervised Learning for Underwater Image Restoration via Reliable Bank.
CoRR
Shirui Huang, Keyan Wang, Huan Liu, Jun Chen, Yunsong Li
2023 J jnl
DGSSC: A Deep Generative Spectral-Spatial Classifier for Imbalanced Hyperspectral Imagery.
IEEE Trans. Circuits Syst. Video Technol.
Bobo Xi, Jiaojiao Li, Yan Diao, Yunsong Li, Zan Li, Yan Huang, Jocelyn Chanussot
2023 J jnl
Deep Hybrid 2-D-3-D CNN Based on Dual Second-Order Attention With Camera Spectral Sensitivity Prior for Spectral Super-Resolution.
IEEE Trans. Neural Networks Learn. Syst.
Jiaojiao Li, Chaoxiong Wu, Rui Song, Yunsong Li, Weiying Xie, Lihuo He, Xinbo Gao
2023 J jnl
Deep Interpretable Fully CNN Structure for Sparse Hyperspectral Unmixing via Model-Driven and Data-Driven Integration.
IEEE Trans. Geosci. Remote. Sens.
Fanqiang Kong, Mengyue Chen, Yunsong Li, Dan Li, Yuhan Zheng
2023 J jnl
Dictionary Learning-Guided Deep Interpretable Network for Hyperspectral Change Detection.
IEEE Geosci. Remote. Sens. Lett.
Jingyu Zhao, Song Xiao, Wenqian Dong, Jiahui Qu, Yunsong Li
2023 J jnl
Dim2Clear Network for Infrared Small Target Detection.
IEEE Trans. Geosci. Remote. Sens.
Mingjin Zhang, Rui Zhang, Jing Zhang, Jie Guo, Yunsong Li, Xinbo Gao
2023 J jnl
Dual-branch spectral-spatial feature extraction network for multispectral image compression.
Multim. Syst.
Fanqiang Kong, Jiahui Tang, Yunsong Li, Dan Li, Kedi Hu
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
Filter Pruning via Learned Representation Median in the Frequency Domain.
IEEE Trans. Cybern.
Xin Zhang, Weiying Xie, Yunsong Li, Jie Lei, Qian Du
2023 J jnl
FusionPillars: A 3D Object Detection Network with Cross-Fusion and Self-Fusion.
Remote. Sens.
Jing Zhang, Da Xu, Yunsong Li, Liping Zhao, Rui Su
2023 J jnl
Guided Hybrid Quantization for Object Detection in Remote Sensing Imagery via One-to-One Self-Teaching.
IEEE Trans. Geosci. Remote. Sens.
Jiaqing Zhang, Jie Lei, Weiying Xie, Yunsong Li, Geng Yang, Xiuping Jia
2023 J jnl
Guided Hybrid Quantization for Object detection in Multimodal Remote Sensing Imagery via One-to-one Self-teaching.
CoRR
Jiaqing Zhang, Jie Lei, Weiying Xie, Yunsong Li, Xiuping Jia
2023 J jnl
HTDFormer: Hyperspectral Target Detection Based on Transformer With Distributed Learning.
IEEE Trans. Geosci. Remote. Sens.
Yunsong Li, Haonan Qin, Weiying Xie
2023 Misc conf
HyBNN: Quantifying and Optimizing Hardware Efficiency of Binary Neural Networks.
FCCM
Geng Yang, Jie Lei, Zhenman Fang, Yunsong Li, Jiaqing Zhang, Weiying Xie
2023 J jnl
Image Compression Network Structure Based on Multiscale Region of Interest Attention Network.
Remote. Sens.
Jing Zhang, Shaobo Zhang, Hui Wang, Yunsong Li, Ruitao Lu
2023 J jnl
Joint Contextual Representation Model-Informed Interpretable Network With Dictionary Aligning for Hyperspectral and LiDAR Classification.
IEEE Trans. Circuits Syst. Video Technol.
Wenqian Dong, Teng Yang, Jiahui Qu, Tian Zhang, Song Xiao, Yunsong Li
2023 — conf
Journal Track Paper ICFPT 2023 : HyBNN: Quantifying and Optimizing Hardware Efficiency of Binary Neural Networks.
ICFPT
Geng Yang, Jie Lei, Zhenman Fang, Yunsong Li, Jiaqing Zhang, Weiying Xie
2023 J jnl
Local Information-Enhanced Graph-Transformer for Hyperspectral Image Change Detection With Limited Training Samples.
IEEE Trans. Geosci. Remote. Sens.
Wenqian Dong, Yufei Yang, Jiahui Qu, Song Xiao, Yunsong Li
2023 J jnl
MDFL: Multi-domain Diffusion-driven Feature Learning.
CoRR
Daixun Li, Weiying Xie, Jiaqing Zhang, Yunsong Li
2023 J jnl
MFormer: Taming Masked Transformer for Unsupervised Spectral Reconstruction.
IEEE Trans. Geosci. Remote. Sens.
Jiaojiao Li, Yihong Leng, Rui Song, Wei Li, Yunsong Li, Qian Du
2023 J jnl
MPCNet: Compressed multi-view video restoration via motion-parallax complementation network.
Neural Networks
Chang Wu, Gang He, Xinquan Lai, Yunsong Li
2023 J jnl
MRPFA-Net for Shadow Detection in Remote-Sensing Images.
IEEE Trans. Geosci. Remote. Sens.
Jing Zhang, Xinlong Shi, Congyao Zheng, Jun Wu, Yunsong Li
2023 J jnl
MashFormer: A Novel Multiscale Aware Hybrid Detector for Remote Sensing Object Detection.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Keyan Wang, Feiyu Bai, Jiaojiao Li, Yajing Liu, Yunsong Li
2023 J jnl
NaMemo2: Facilitating Teacher-Student Interaction with Theory-Based Design and Student Autonomy Consideration.
CoRR
Guang Jiang, Jiahui Zhu, Yunsong Li, Pengcheng An, Yunlong Wang
2023 J jnl
Noise Prior Knowledge Informed Bayesian Inference Network for Hyperspectral Super-Resolution.
IEEE Trans. Image Process.
Wenqian Dong, Jiahui Qu, Song Xiao, Tongzhen Zhang, Yunsong Li, Xiuping Jia
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
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
RS-DGC: Exploring Neighborhood Statistics for Dynamic Gradient Compression on Remote Sensing Image Interpretation.
CoRR
Weiying Xie, Zixuan Wang, Jitao Ma, Daixun Li, Yunsong Li
2023 J jnl
RepCPSI: Coordinate-Preserving Proximity Spectral Interaction Network With Reparameterization for Lightweight Spectral Super-Resolution.
IEEE Trans. Geosci. Remote. Sens.
Chaoxiong Wu, Jiaojiao Li, Rui Song, Yunsong Li, Qian Du
2023 J jnl
SAR-Net: Multi-scale Direction-aware SAR Network via Global Information Fusion.
CoRR
Mingxiang Cao, Jie Lei, Weiying Xie, Jiaqing Zhang, Daixun Li, Yunsong Li
2023 J jnl
SAR-to-Optical Image Translation via Thermodynamics-inspired Network.
CoRR
Mingjin Zhang, Jiamin Xu, Chengyu He, Wenteng Shang, Yunsong Li, Xinbo Gao
2023 J jnl
Sal²RN: A Spatial-Spectral Salient Reinforcement Network for Hyperspectral and LiDAR Data Fusion Classification.
IEEE Trans. Geosci. Remote. Sens.
Jiaojiao Li, Yuzhe Liu, Rui Song, Yunsong Li, Kailiang Han, Qian Du
2023 J jnl
Semisupervised Cross-Scale Graph Prototypical Network for Hyperspectral Image Classification.
IEEE Trans. Neural Networks Learn. Syst.
Bobo Xi, Jiaojiao Li, Yunsong Li, Rui Song, Yuchao Xiao, Qian Du, Jocelyn Chanussot
2023 J jnl
Spanning Training Progress: Temporal Dual-Depth Scoring (TDDS) for Enhanced Dataset Pruning.
CoRR
Xin Zhang, Jiawei Du, Yunsong Li, Weiying Xie, Joey Tianyi Zhou
2023 J jnl
Spectral Correlation and Spatial High-Low Frequency Information of Hyperspectral Image Super-Resolution Network.
Remote. Sens.
Jing Zhang, Renjie Zheng, Xu Chen, Zhaolong Hong, Yunsong Li, Ruitao Lu
2023 J jnl
Structure-Aware Graph Convolution Network for Point Cloud Parsing.
IEEE Trans. Multim.
Fengda Hao, Jiaojiao Li, Rui Song, Yunsong Li, Kailang Cao
2023 J jnl
SuperYOLO: Super Resolution Assisted Object Detection in Multimodal Remote Sensing Imagery.
IEEE Trans. Geosci. Remote. Sens.
Jiaqing Zhang, Jie Lei, Weiying Xie, Zhenman Fang, Yunsong Li, Qian Du
2023 J jnl
Thermodynamics-Inspired Multi-Feature Network for Infrared Small Target Detection.
Remote. Sens.
Mingjin Zhang, Handi Yang, Ke Yue, Xiaoyu Zhang, Yuqi Zhu, Yunsong Li
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
Transfer Learning With Nonlinear Spectral Synthesis for Hyperspectral Target Detection.
IEEE Trans. Geosci. Remote. Sens.
Yanzi Shi, Hua Cui, Yaping Yin, HuanSheng Song, Yunsong Li, Paolo Gamba
2023 J jnl
Unmixing-Guided Convolutional Transformer for Spectral Reconstruction.
Remote. Sens.
Shiyao Duan, Jiaojiao Li, Rui Song, Yunsong Li, Qian Du
2023 J jnl
V-shaped neural network structure based on multi-scale features for image denoising.
J. Vis. Commun. Image Represent.
Jing Zhang, Liu Sang, Zhicheng Zhang, Minhao Shao, Yunsong Li
2023 J jnl
Weakly supervised adversarial learning via latent space for hyperspectral target detection.
Pattern Recognit.
Haonan Qin, Weiying Xie, Yunsong Li, Kai Jiang, Jie Lei, Qian Du
2023 J jnl
Window Transformer Convolutional Autoencoder for Hyperspectral Sparse Unmixing.
IEEE Geosci. Remote. Sens. Lett.
Fanqiang Kong, Yuhan Zheng, Dan Li, Yunsong Li, Mengyue Chen
2022 J jnl
A Deep Multiscale Pyramid Network Enhanced With Spatial-Spectral Residual Attention for Hyperspectral Image Change Detection.
IEEE Trans. Geosci. Remote. Sens.
Yufei Yang, Jiahui Qu, Song Xiao, Wenqian Dong, Yunsong Li, Qian Du
2022 J jnl
A Dual-Branch Detail Extraction Network for Hyperspectral Pansharpening.
IEEE Trans. Geosci. Remote. Sens.
Jiahui Qu, Shaoxiong Hou, Wenqian Dong, Song Xiao, Qian Du, Yunsong Li
2022 J jnl
A Global Spectral-Spatial Feature Learning Network for Semisupervised Hyperspectral Unmixing.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Fanqiang Kong, Mengyue Chen, Yunsong Li, Dan Li
2022 J jnl
A Multilevel Encoder-Decoder Attention Network for Change Detection in Hyperspectral Images.
IEEE Trans. Geosci. Remote. Sens.
Jiahui Qu, Shaoxiong Hou, Wenqian Dong, Yunsong Li, Weiying Xie
2022 J jnl
A Spatial-Spectral Dual-Optimization Model-Driven Deep Network for Hyperspectral and Multispectral Image Fusion.
IEEE Trans. Geosci. Remote. Sens.
Wenqian Dong, Tongzhen Zhang, Jiahui Qu, Yunsong Li, Haoming Xia
2022 J jnl
A Spectral-Spatial Feature Extraction Method With Polydirectional CNN for Multispectral Image Compression.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Fanqiang Kong, Kedi Hu, Yunsong Li, Dan Li, Xin Liu, Tariq S. Durrani
2022 J jnl
A Stepwise Domain Adaptive Segmentation Network With Covariate Shift Alleviation for Remote Sensing Imagery.
IEEE Trans. Geosci. Remote. Sens.
Jiaojiao Li, Shunyao Zi, Rui Song, Yunsong Li, Yinlin Hu, Qian Du
2022 J jnl
Algorithm/Hardware Codesign for Real-Time On-Satellite CNN-Based Ship Detection in SAR Imagery.
IEEE Trans. Geosci. Remote. Sens.
Geng Yang, Jie Lei, Weiying Xie, Zhenman Fang, Yunsong Li, Jiaxuan Wang, Xin Zhang
2022 C conf
Bilinear Sparse Target Detection for Asbestos Identification in Hyperspectral PRISMA Data.
IGARSS
Yanzi Shi, Paolo Gamba, Jiahui Qu, Yunsong Li
2022 J jnl
Boundary Extraction Constrained Siamese Network for Remote Sensing Image Change Detection.
IEEE Trans. Geosci. Remote. Sens.
Jie Lei, Yijie Gu, Weiying Xie, Yunsong Li, Qian Du
2022 J jnl
CNN Cloud Detection Algorithm Based on Channel and Spatial Attention and Probabilistic Upsampling for Remote Sensing Image.
IEEE Trans. Geosci. Remote. Sens.
Jing Zhang, Yuchen Wang, Hui Wang, Jun Wu, Yunsong Li
2022 J jnl
Cascaded geometric feature modulation network for point cloud processing.
Neurocomputing
Fengda Hao, Rui Song, Jiaojiao Li, Kailang Cao, Yunsong Li
2022 J jnl
Cloud Detection Method Using CNN Based on Cascaded Feature Attention and Channel Attention.
IEEE Trans. Geosci. Remote. Sens.
Jing Zhang, Jun Wu, Hui Wang, Yuchen Wang, Yunsong Li
2022 J jnl
Context-Aware Guided Attention Based Cross-Feedback Dense Network for Hyperspectral Image Super-Resolution.
IEEE Trans. Geosci. Remote. Sens.
Wenqian Dong, Jiahui Qu, Tongzhen Zhang, Yunsong Li, Qian Du
2022 J jnl
Corrections to "Multiscale Context-Aware Ensemble Deep KELM for Efficient Hyperspectral Image Classification".
IEEE Trans. Geosci. Remote. Sens.
Bobo Xi, Jiaojiao Li, Yunsong Li, Rui Song, Weiwei Sun, Qian Du
2022 J jnl
Cross-Guided Pyramid Attention-Based Residual Hyperdense Network for Hyperspectral Image Pansharpening.
IEEE Trans. Geosci. Remote. Sens.
Jiahui Qu, Tongzhen Zhang, Wenqian Dong, Yufei Yang, Yunsong Li
2022 — conf
DRCR Net: Dense Residual Channel Re-calibration Network with Non-local Purification for Spectral Super Resolution.
CVPR Workshops
Jiaojiao Li, Songcheng Du, Chaoxiong Wu, Yihong Leng, Rui Song, Yunsong Li
2022 J jnl
Dual-Branch Difference Amplification Graph Convolutional Network for Hyperspectral Image Change Detection.
IEEE Trans. Geosci. Remote. Sens.
Jiahui Qu, Yunshuang Xu, Wenqian Dong, Yunsong Li, Qian Du
2022 J jnl
Dual-Frequency Autoencoder for Anomaly Detection in Transformed Hyperspectral Imagery.
IEEE Trans. Geosci. Remote. Sens.
Yidan Liu, Weiying Xie, Yunsong Li, Zan Li, Qian Du
2022 J jnl
E2E-LIADE: End-to-End Local Invariant Autoencoding Density Estimation Model for Anomaly Target Detection in Hyperspectral Image.
IEEE Trans. Cybern.
Kai Jiang, Weiying Xie, Jie Lei, Zan Li, Yunsong Li, Tao Jiang, Qian Du
2022 J jnl
Edge Guided Context Aggregation Network for Semantic Segmentation of Remote Sensing Imagery.
Remote. Sens.
Zhiqiang Liu, Jiaojiao Li, Rui Song, Chaoxiong Wu, Wei Liu, Zan Li, Yunsong Li
2022 J jnl
Edge-Conditioned Feature Transform Network for Hyperspectral and Multispectral Image Fusion.
IEEE Trans. Geosci. Remote. Sens.
Yuxuan Zheng, Jiaojiao Li, Yunsong Li, Jie Guo, Xianyun Wu, Yanzi Shi, Jocelyn Chanussot
2022 A* conf
Exploring Feature Compensation and Cross-level Correlation for Infrared Small Target Detection.
ACM Multimedia
Mingjin Zhang, Ke Yue, Jing Zhang, Yunsong Li, Xinbo Gao
2022 J jnl
Few-Shot Learning With Class-Covariance Metric for Hyperspectral Image Classification.
IEEE Trans. Image Process.
Bobo Xi, Jiaojiao Li, Yunsong Li, Rui Song, Danfeng Hong, Jocelyn Chanussot
2022 J jnl
Fusion of Hyperspectral and Panchromatic Images Using Generative Adversarial Network and Image Segmentation.
IEEE Trans. Geosci. Remote. Sens.
Wenqian Dong, Yufei Yang, Jiahui Qu, Weiying Xie, Yunsong Li
2022 J jnl
Generative Dual-Adversarial Network With Spectral Fidelity and Spatial Enhancement for Hyperspectral Pansharpening.
IEEE Trans. Neural Networks Learn. Syst.
Wenqian Dong, Shaoxiong Hou, Song Xiao, Jiahui Qu, Qian Du, Yunsong Li
2022 J jnl
HASIC-Net: Hybrid Attentional Convolutional Neural Network With Structure Information Consistency for Spectral Super-Resolution of RGB Images.
IEEE Trans. Geosci. Remote. Sens.
Jiaojiao Li, Songcheng Du, Rui Song, Chaoxiong Wu, Yunsong Li, Qian Du
2022 C conf
HTD-VIT: Spectral-Spatial Joint Hyperspectral Target Detection with Vision Transformer.
IGARSS
Haonan Qin, Weiying Xie, Yunsong Li, Qian Du
2022 J jnl
Hyperspectral Pansharpening With Adaptive Feature Modulation-Based Detail Injection Network.
IEEE Trans. Geosci. Remote. Sens.
Yunsong Li, Yuxuan Zheng, Jiaojiao Li, Rui Song, Jocelyn Chanussot
2022 J jnl
Hyperspectral Target Detection Using a Bilinear Sparse Binary Hypothesis Model.
IEEE Trans. Geosci. Remote. Sens.
Yanzi Shi, Jiaojiao Li, Yunsong Li, Paolo Gamba
2022 J jnl
Interlayer Restoration Deep Neural Network for Scalable High Efficiency Video Coding.
IEEE Trans. Circuits Syst. Video Technol.
Gang He, Li Xu, Jie Lei, Weiying Xie, Yunsong Li, Yibo Fan, Jinjia Zhou
2022 J jnl
Laplacian Pyramid Dense Network for Hyperspectral Pansharpening.
IEEE Trans. Geosci. Remote. Sens.
Wenqian Dong, Tongzhen Zhang, Jiahui Qu, Song Xiao, Jie Liang, Yunsong Li
2022 J jnl
MSSL: Hyperspectral and Panchromatic Images Fusion via Multiresolution Spatial-Spectral Feature Learning Networks.
IEEE Trans. Geosci. Remote. Sens.
Jiahui Qu, Yanzi Shi, Weiying Xie, Yunsong Li, Xianyun Wu, Qian Du
2022 J jnl
Mixed Feature Prediction on Boundary Learning for Point Cloud Semantic Segmentation.
Remote. Sens.
Fengda Hao, Jiaojiao Li, Rui Song, Yunsong Li, Kailang Cao
2022 J jnl
Multi-Direction Networks With Attentional Spectral Prior for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Bobo Xi, Jiaojiao Li, Yunsong Li, Rui Song, Yuchao Xiao, Yanzi Shi, Qian Du
2022 J jnl
Multi-Prior Twin Least-Square Network for Anomaly Detection of Hyperspectral Imagery.
Remote. Sens.
Jiaping Zhong, Yunsong Li, Weiying Xie, Jie Lei, Xiuping Jia
2022 J jnl
Multi-scale spatial-spectral attention network for multispectral image compression based on variational autoencoder.
Signal Process.
Fanqiang Kong, Tongbo Cao, Yunsong Li, Dan Li, Kedi Hu
2022 J jnl
Multibranch Feature Fusion Network With Self- and Cross-Guided Attention for Hyperspectral and LiDAR Classification.
IEEE Trans. Geosci. Remote. Sens.
Wenqian Dong, Tian Zhang, Jiahui Qu, Song Xiao, Tongzhen Zhang, Yunsong Li
2022 J jnl
Parallelized Nonlinear Target Detection for Asbestos Identification in Large-Scale Remote Sensing Data.
IEEE Geosci. Remote. Sens. Lett.
Yanzi Shi, Jiahui Qu, Xiangyu Song, Yunsong Li, HuanSheng Song, Anna Vizziello, Paolo Gamba
2022 J jnl
Rank-Aware Generative Adversarial Network for Hyperspectral Band Selection.
IEEE Trans. Geosci. Remote. Sens.
Xin Zhang, Weiying Xie, Yunsong Li, Jie Lei, Qian Du, Geng Yang
2022 J jnl
SGML: A Symmetric Graph Metric Learning Framework for Efficient Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Yunsong Li, Bobo Xi, Jiaojiao Li, Rui Song, Yuchao Xiao, Jocelyn Chanussot
2022 J jnl
Sparse Coding-Inspired GAN for Hyperspectral Anomaly Detection in Weakly Supervised Learning.
IEEE Trans. Geosci. Remote. Sens.
Yunsong Li, Tao Jiang, Weiying Xie, Jie Lei, Qian Du
2022 J jnl
Spatial-Spectral Cross-Correlation Embedded Dual-Transfer Network for Object Tracking Using Hyperspectral Videos.
Remote. Sens.
Jie Lei, Pan Liu, Weiying Xie, Long Gao, Yunsong Li, Qian Du
2022 J jnl
Structure-Guided Feature Transform Hybrid Residual Network for Remote Sensing Object Detection.
IEEE Trans. Geosci. Remote. Sens.
Jiaojiao Li, Huanqing Zhang, Rui Song, Weiying Xie, Yunsong Li, Qian Du
2022 J jnl
SuperYOLO: Super Resolution Assisted Object Detection in Multimodal Remote Sensing Imagery.
CoRR
Jiaqing Zhang, Jie Lei, Weiying Xie, Zhenman Fang, Yunsong Li, Qian Du
2022 J jnl
Target Detection With Unconstrained Linear Mixture Model and Hierarchical Denoising Autoencoder in Hyperspectral Imagery.
IEEE Trans. Image Process.
Yunsong Li, Yanzi Shi, Keyan Wang, Bobo Xi, Jiaojiao Li, Paolo Gamba
2022 J jnl
Towards coding for VoD application: An enhanced video compression system with a content-fitted recursive restoration network.
Digit. Signal Process.
Li Xu, Chang Wu, Linyi Huang, Shengyu Wei, Gang He, Yunsong Li, Xinquan Lai
2022 A* conf
Transcoded Video Restoration by Temporal Spatial Auxiliary Network.
AAAI
Li Xu, Gang He, Jinjia Zhou, Jie Lei, Weiying Xie, Yunsong Li, Yu-Wing Tai
2022 J jnl
Visual object tracking via non-local correlation attention learning.
Knowl. Based Syst.
Long Gao, Pan Liu, Jifeng Ning, Yunsong Li
2022 J jnl
Weakly Supervised Discriminative Learning With Spectral Constrained Generative Adversarial Network for Hyperspectral Anomaly Detection.
IEEE Trans. Neural Networks Learn. Syst.
Tao Jiang, Weiying Xie, Yunsong Li, Jie Lei, Qian Du
2021 J jnl
A Low-Complexity Hyperspectral Anomaly Detection Algorithm and Its FPGA Implementation.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Jie Lei, Geng Yang, Weiying Xie, Yunsong Li, Xiuping Jia
2021 — conf
A Multi-path Neural Network for Hyperspectral Image Super-Resolution.
ICIG (3)
Jing Zhang, Zekang Wan, Minhao Shao, Yunsong Li
2021 J jnl
A Specially Optimized One-Stage Network for Object Detection in Remote Sensing Images.
IEEE Geosci. Remote. Sens. Lett.
Haonan Qin, Yunsong Li, Jie Lei, Weiying Xie, Zhuo Wang
2021 J jnl
Accelerating Haze Removal Algorithm Using CUDA.
Remote. Sens.
Xianyun Wu, Keyan Wang, Yunsong Li, Kai Liu, Bormin Huang
2021 J jnl
An Efficient Video Coding System With an Adaptive Overfitted Multi-Scale Attention Network.
IEEE Access
Gang He, Chang Wu, Li Xu, Lei Li, Ziyao Xu, Weiying Xie, Yunsong Li
2021 C conf
An Extreme Learning Machine Correction Network for High Precision Satellite Attitude Determination.
IGARSS
Kailang Cao, Jiaojiao Li, Rui Song, Yunsong Li, Weijiao Jiang
2021 — conf
An Improved Detection Algorithm For Pre-processing Problem Based On PointPillars.
CISP-BMEI
Jing Zhang, Da Xu, Jiajun Wang, Yunsong Li
2021 J jnl
Anomaly Detection in Hyperspectral Imagery Based on Gaussian Mixture Model.
IEEE Trans. Geosci. Remote. Sens.
Jiahui Qu, Qian Du, Yunsong Li, Long Tian, Haoming Xia
2021 J jnl
Characterization of Background-Anomaly Separability With Generative Adversarial Network for Hyperspectral Anomaly Detection.
IEEE Trans. Geosci. Remote. Sens.
Jiaping Zhong, Weiying Xie, Yunsong Li, Jie Lei, Qian Du
2021 — conf
Cloud Detection Method Using Convolutional Neural Network Based on Cascaded Color and Texture Feature Attention.
ICAC
Jing Zhang, Jun Wu, Yuchen Wang, Hui Wang, Yunsong Li
2021 J jnl
Deep Residual Network-Based Fusion Framework for Hyperspectral and LiDAR Data.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Chiru Ge, Qian Du, Weiwei Sun, Keyan Wang, Jiaojiao Li, Yunsong Li
2021 J jnl
Difference Curvature Multidimensional Network for Hyperspectral Image Super-Resolution.
Remote. Sens.
Chi Zhang, Mingjin Zhang, Yunsong Li, Xinbo Gao, Shi Qiu
2021 J jnl
Dual feature extraction network for hyperspectral image analysis.
Pattern Recognit.
Weiying Xie, Jie Lei, Shuo Fang, Yunsong Li, Xiuping Jia, Mingsuo Li
2021 J jnl
Edge-Preserving Convolutional Generative Adversarial Networks for SAR-to-Optical Image Translation.
Remote. Sens.
Jie Guo, Chengyu He, Mingjin Zhang, Yunsong Li, Xinbo Gao, Bangyu Song
2021 J jnl
End-to-end multispectral image compression framework based on adaptive multiscale feature extraction.
J. Electronic Imaging
Fanqiang Kong, Shunmin Zhao, Yunsong Li, Dan Li
2021 J jnl
FM-VSR: Feature Multiplexing Video Super-Resolution for Compressed Video.
IEEE Access
Gang He, Shan Wu, Simin Pei, Li Xu, Chang Wu, Kepeng Xu, Yunsong Li
2021 J jnl
HCNET: A Point Cloud Object Detection Network Based on Height and Channel Attention.
Remote. Sens.
Jing Zhang, Jiajun Wang, Da Xu, Yunsong Li
2021 J jnl
HPGAN: Hyperspectral Pansharpening Using 3-D Generative Adversarial Networks.
IEEE Trans. Geosci. Remote. Sens.
Weiying Xie, Yuhang Cui, Yunsong Li, Jie Lei, Qian Du, Jiaojiao Li
2021 J jnl
HPRN: Holistic Prior-embedded Relation Network for Spectral Super-Resolution.
CoRR
Chaoxiong Wu, Jiaojiao Li, Rui Song, Yunsong Li, Qian Du
2021 J jnl
Hybrid 2-D-3-D Deep Residual Attentional Network With Structure Tensor Constraints for Spectral Super-Resolution of RGB Images.
IEEE Trans. Geosci. Remote. Sens.
Jiaojiao Li, Chaoxiong Wu, Rui Song, Weiying Xie, Chiru Ge, Bo Li, Yunsong Li
2021 C conf
Hyperspectral Anomaly Detection via Local Gradient Guidance.
IGARSS
Jing Hu, Yujing Zhang, Minghua Zhao, Jiawei Ning, Min Zhang, Yunsong Li
2021 J jnl
Hyperspectral Target Detection With RoI Feature Transformation and Multiscale Spectral Attention.
IEEE Trans. Geosci. Remote. Sens.
Yanzi Shi, Jiaojiao Li, Yuxuan Zheng, Bobo Xi, Yunsong Li
2021 C conf
Hyperspectral Target Detection with Hierarchical Denoising Autoencoder and Subspace Projection.
IGARSS
Yanzi Shi, Keyan Wang, Jiaojiao Li, Yunsong Li
2021 J jnl
Infrared small target detection based on region proposal and CNN classifier.
Signal Image Video Process.
Mingming Fan, Shaoqing Tian, Kai Liu, Jiaxin Zhao, Yunsong Li
2021 A* conf
LREN: Low-Rank Embedded Network for Sample-Free Hyperspectral Anomaly Detection.
AAAI
Kai Jiang, Weiying Xie, Jie Lei, Tao Jiang, Yunsong Li
2021 J jnl
Multi-Scale Feature Mapping Network for Hyperspectral Image Super-Resolution.
Remote. Sens.
Jing Zhang, Minhao Shao, Zekang Wan, Yunsong Li
2021 C conf
Multi-Scale Structure-Conditioned Feature Transform Network for Object Detection in Remote Sensing Imagery.
IGARSS
Huanqing Zhang, Jiaojiao Li, Rui Song, Yunsong Li
2021 J jnl
Multiscale Context-Aware Ensemble Deep KELM for Efficient Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Bobo Xi, Jiaojiao Li, Yunsong Li, Rui Song, Weiwei Sun, Qian Du
2021 C conf
PTGAN: A Proposal-Weighted Two-Stage GAN with Attention for Hyperspectral Target Detection.
IGARSS
Haonan Qin, Weiying Xie, Yunsong Li, Kai Jiang, Jie Lei, Qian Du
2021 C conf
Pansharpening of Hyperspectral Images with Detail Guided Feature Modulation.
IGARSS
Yuxuan Zheng, Jiaojiao Li, Yunsong Li, Kailang Cao, Keyan Wang
2021 J jnl
Residual Augmented Attentional U-Shaped Network for Spectral Reconstruction from RGB Images.
Remote. Sens.
Jiaojiao Li, Chaoxiong Wu, Rui Song, Yunsong Li, Weiying Xie
2021 J jnl
Self-spectral learning with GAN based spectral-spatial target detection for hyperspectral image.
Neural Networks
Weiying Xie, Jiaqing Zhang, Jie Lei, Yunsong Li, Xiuping Jia
2021 C conf
Semi-Supervised Graph Prototypical Networks for Hyperspectral Image Classification.
IGARSS
Bobo Xi, Jiaojiao Li, Yunsong Li, Qian Du
2021 J jnl
Sensor-Independent Hyperspectral Target Detection With Semisupervised Domain Adaptive Few-Shot Learning.
IEEE Trans. Geosci. Remote. Sens.
Yanzi Shi, Jiaojiao Li, Yunsong Li, Qian Du
2021 C conf
Spectral Reconstruction Using Residual Channel Affinity Propagation Network with Structural Similarity Constraint.
IGARSS
Chaoxiong Wu, Jiaojiao Li, Rui Song, Yunsong Li
2021 J jnl
Spectral mapping with adversarial learning for unsupervised hyperspectral change detection.
Neurocomputing
Jie Lei, Meiqi Li, Weiying Xie, Yunsong Li, Xiuping Jia
2021 J jnl
Spectral-Spatial Feature Partitioned Extraction Based on CNN for Multispectral Image Compression.
Remote. Sens.
Fanqiang Kong, Kedi Hu, Yunsong Li, Dan Li, Shunmin Zhao
2021 J jnl
Transcoded Video Restoration by Temporal Spatial Auxiliary Network.
CoRR
Li Xu, Gang He, Jinjia Zhou, Jie Lei, Weiying Xie, Yunsong Li, Yu-Wing Tai
2021 J jnl
Weakly Supervised Low-Rank Representation for Hyperspectral Anomaly Detection.
IEEE Trans. Cybern.
Weiying Xie, Xin Zhang, Yunsong Li, Jie Lei, Jiaojiao Li, Qian Du
2020 J jnl
A Cloud Detection Method Using Convolutional Neural Network Based on Gabor Transform and Attention Mechanism with Dark Channel Subnet for Remote Sensing Image.
Remote. Sens.
Jing Zhang, Qin Zhou, Jun Wu, Yuchen Wang, Hui Wang, Yunsong Li, Yuzhou Chai, Yang Liu
2020 J jnl
A residual network framework based on weighted feature channels for multispectral image compression.
Ad Hoc Networks
Fanqiang Kong, Shunmin Zhao, Yunsong Li, Dan Li, Yongbo Zhou
2020 — conf
Adaptive Weighted Attention Network with Camera Spectral Sensitivity Prior for Spectral Reconstruction from RGB Images.
CVPR Workshops
Jiaojiao Li, Chaoxiong Wu, Rui Song, Yunsong Li, Fei Liu
2020 J jnl
AdaptiveWeighted Attention Network with Camera Spectral Sensitivity Prior for Spectral Reconstruction from RGB Images.
CoRR
Jiaojiao Li, Chaoxiong Wu, Rui Song, Yunsong Li, Fei Liu
2020 J jnl
Autoencoder and Adversarial-Learning-Based Semisupervised Background Estimation for Hyperspectral Anomaly Detection.
IEEE Trans. Geosci. Remote. Sens.
Weiying Xie, Baozhu Liu, Yunsong Li, Jie Lei, Qian Du
2020 J jnl
Background Learning Based on Target Suppression Constraint for Hyperspectral Target Detection.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Weiying Xie, Xin Zhang, Yunsong Li, Keyan Wang, Qian Du
2020 J jnl
Bionic Face Sketch Generator.
IEEE Trans. Cybern.
Mingjin Zhang, Nannan Wang, Yunsong Li, Xinbo Gao
2020 J jnl
Cascaded Face Sketch Synthesis Under Various Illuminations.
IEEE Trans. Image Process.
Mingjin Zhang, Yunsong Li, Nannan Wang, Yuan Chi, Xinbo Gao
2020 C conf
Cloud Detection Using Gabor Filters and Attention-Based Convolutional Neural Network for Remote Sensing Images.
IGARSS
Jing Zhang, Qin Zhou, Hui Wang, Yuchen Wang, Yunsong Li
2020 C conf
Deep Convolutional Neural Network Based on Multi-Scale Feature Extraction for Image Denoising.
VCIP
Jing Zhang, Liu Sang, Zekang Wan, Yuchen Wang, Yunsong Li
2020 C conf
Deep Encoder-Decoder Network Based on the Up and Down Blocks Using Wavelet Transform for Cloud Detection.
IGARSS
Jing Zhang, Hui Wang, Qin Zhou, Yuchen Wang, Yunsong Li
2020 C conf
Deep Intra Fusion for Hyperspectral Image Super-Resolution.
IGARSS
Jing Hu, Huilin Chen, Minghua Zhao, Yunsong Li
2020 J jnl
Deep Latent Spectral Representation Learning-Based Hyperspectral Band Selection for Target Detection.
IEEE Trans. Geosci. Remote. Sens.
Weiying Xie, Jie Lei, Jian Yang, Yunsong Li, Qian Du, Zhen Li
2020 J jnl
Deep Prototypical Networks With Hybrid Residual Attention for Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Bobo Xi, Jiaojiao Li, Yunsong Li, Rui Song, Yanzi Shi, Songlin Liu, Qian Du
2020 J jnl
Deep Residual Learning for Boosting the Accuracy of Hyperspectral Pansharpening.
IEEE Geosci. Remote. Sens. Lett.
Yuxuan Zheng, Jiaojiao Li, Yunsong Li, Kailang Cao, Keyan Wang
2020 C conf
Deep Residual Spatial Attention Network for Hyperspectral Pansharpening.
IGARSS
Yuxuan Zheng, Jiaojiao Li, Yunsong Li, Yanzi Shi, Jiahui Qu
2020 J jnl
Discriminative Feature Learning Constrained Unsupervised Network for Cloud Detection in Remote Sensing Imagery.
Remote. Sens.
Weiying Xie, Jian Yang, Yunsong Li, Jie Lei, Jiaping Zhong, Jiaojiao Li
2020 J jnl
Discriminative Reconstruction Constrained Generative Adversarial Network for Hyperspectral Anomaly Detection.
IEEE Trans. Geosci. Remote. Sens.
Tao Jiang, Yunsong Li, Weiying Xie, Qian Du
2020 J jnl
Discriminative Reconstruction for Hyperspectral Anomaly Detection With Spectral Learning.
IEEE Trans. Geosci. Remote. Sens.
Jie Lei, Shuo Fang, Weiying Xie, Yunsong Li, Chein-I Chang
2020 C conf
Discriminative Semi-Supervised Generative Adversarial Network for Hyperspectral Anomaly Detection.
IGARSS
Tao Jiang, Weiying Xie, Yunsong Li, Qian Du
2020 J jnl
Hyperspectral Band Selection for Spectral-Spatial Anomaly Detection.
IEEE Trans. Geosci. Remote. Sens.
Weiying Xie, Yunsong Li, Jie Lei, Jian Yang, Chein-I Chang, Zhen Li
2020 J jnl
Hyperspectral Image Super-Resolution by Band Attention Through Adversarial Learning.
IEEE Trans. Geosci. Remote. Sens.
Jiaojiao Li, Ruxing Cui, Bo Li, Rui Song, Yunsong Li, Yuchao Dai, Qian Du
2020 J jnl
Hyperspectral Image Super-Resolution via Intrafusion Network.
IEEE Trans. Geosci. Remote. Sens.
Jing Hu, Xiuping Jia, Yunsong Li, Gang He, Minghua Zhao
2020 J jnl
Hyperspectral Pansharpening Using Deep Prior and Dual Attention Residual Network.
IEEE Trans. Geosci. Remote. Sens.
Yuxuan Zheng, Jiaojiao Li, Yunsong Li, Jie Guo, Xianyun Wu, Jocelyn Chanussot
2020 J jnl
Hyperspectral Pansharpening With Deep Priors.
IEEE Trans. Neural Networks Learn. Syst.
Weiying Xie, Jie Lei, Yuhang Cui, Yunsong Li, Qian Du
2020 C conf
Hyperspectral Target Detection With RoI Feature Transformation.
IGARSS
Yanzi Shi, Jiaojiao Li, Yunsong Li
2020 J jnl
Hyperspectral and Panchromatic Image Fusion via Adaptive Tensor and Multi-Scale Retinex Algorithm.
IEEE Access
Jiahui Qu, Yunsong Li, Qian Du, Haoming Xia
2020 J jnl
Image super-resolution reconstruction based on sparse representation and deep learning.
Signal Process. Image Commun.
Jing Zhang, Minhao Shao, Lulu Yu, Yunsong Li
2020 — conf
NTIRE 2020 Challenge on Spectral Reconstruction from an RGB Image.
CVPR Workshops
Boaz Arad, Radu Timofte, Ohad Ben-Shahar, Yi-Tun Lin, Graham D. Finlayson, Shai Givati, Jiaojiao Li, Chaoxiong Wu, Rui Song, Yunsong Li, Fei Liu, Zhiqiang Lang, Wei Wei, Lei Zhang, Jiangtao Nie, Yuzhi Zhao, Lai-Man Po, Qiong Yan, Wei Liu, Tingyu Lin, Youngjung Kim, Changyeop Shin, Kyeongha Rho, Sungho Kim, Zhiyu Zhu, Junhui Hou, He Sun, Jinchang Ren, Zhenyu Fang, Yijun Yan, Hao Peng, Xiaomei Chen, Jie Zhao, Tarek Stiebel, Simon Koppers, Dorit Merhof, Honey Gupta, Kaushik Mitra, Biebele Joslyn Fubara, Mohamed H. Sedky, Dave Dyke, Atmadeep Banerjee, Akash Palrecha, Sabarinathan sabarinathan, K. Uma, D. Synthiya Vinothini, B. Sathya Bama, S. M. Md Mansoor Roomi
2020 J jnl
NTIRE 2020 Challenge on Spectral Reconstruction from an RGB Image.
CoRR
Boaz Arad, Radu Timofte, Ohad Ben-Shahar, Yi-Tun Lin, Graham D. Finlayson, Shai Givati, Jiaojiao Li, Chaoxiong Wu, Rui Song, Yunsong Li, Fei Liu, Zhiqiang Lang, Wei Wei, Lei Zhang, Jiangtao Nie, Yuzhi Zhao, Lai-Man Po, Qiong Yan, Wei Liu, Tingyu Lin, Youngjung Kim, Changyeop Shin, Kyeongha Rho, Sungho Kim, Zhiyu Zhu, Junhui Hou, He Sun, Jinchang Ren, Zhenyu Fang, Yijun Yan, Hao Peng, Xiaomei Chen, Jie Zhao, Tarek Stiebel, Simon Koppers, Dorit Merhof, Honey Gupta, Kaushik Mitra, Biebele Joslyn Fubara, Mohamed H. Sedky, Dave Dyke, Atmadeep Banerjee, Akash Palrecha, Sabarinathan sabarinathan, K. Uma, D. Synthiya Vinothini, B. Sathya Bama, S. M. Md Mansoor Roomi
2020 J jnl
Neural Probabilistic Graphical Model for Face Sketch Synthesis.
IEEE Trans. Neural Networks Learn. Syst.
Mingjin Zhang, Nannan Wang, Yunsong Li, Xinbo Gao
2020 J jnl
SAR Image Despeckling Using Multiconnection Network Incorporating Wavelet Features.
IEEE Geosci. Remote. Sens. Lett.
Jing Zhang, Wenguang Li, Yunsong Li
2020 J jnl
SRUN: Spectral Regularized Unsupervised Networks for Hyperspectral Target Detection.
IEEE Trans. Geosci. Remote. Sens.
Weiying Xie, Jian Yang, Jie Lei, Yunsong Li, Qian Du, Gang He
2020 J jnl
Semisupervised Spectral Learning With Generative Adversarial Network for Hyperspectral Anomaly Detection.
IEEE Trans. Geosci. Remote. Sens.
Kai Jiang, Weiying Xie, Yunsong Li, Jie Lei, Gang He, Qian Du
2020 J jnl
Spectral Adversarial Feature Learning for Anomaly Detection in Hyperspectral Imagery.
IEEE Trans. Geosci. Remote. Sens.
Weiying Xie, Baozhu Liu, Yunsong Li, Jie Lei, Chein-I Chang, Gang He
2020 C conf
Spectral Super-Resolution Using Hybrid 2D-3D Structure Tensor Attention Networks with Camera Spectral Sensitivity Prior.
IGARSS
Chaoxiong Wu, Jiaojiao Li, Rui Song, Yunsong Li
2020 J jnl
The application of computer graphics processing in visual communication design.
J. Intell. Fuzzy Syst.
Mingming Fan, Yunsong Li
2020 J jnl
Unsupervised spectral mapping and feature selection for hyperspectral anomaly detection.
Neural Networks
Weiying Xie, Yunsong Li, Jie Lei, Jian Yang, Jiaojiao Li, Xiuping Jia, Zhen Li
2019 J jnl
${R}_1$ -2-DPCA and Face Recognition.
IEEE Trans. Cybern.
Quanxue Gao, Sai Xu, Fang Chen, Chris Ding, Xinbo Gao, Yunsong Li
2019 J jnl
A High Throughput JPEG2000 Entropy Decoding Unit Architecture.
J. Signal Process. Syst.
Kai Liu, Evgeny Belyaev, Yunsong Li
2019 J jnl
A Novel Effectively Optimized One-Stage Network for Object Detection in Remote Sensing Imagery.
Remote. Sens.
Weiying Xie, Haonan Qin, Yunsong Li, Zhuo Wang, Jie Lei
2019 J jnl
A Novel FPGA-Based Architecture for Fast Automatic Target Detection in Hyperspectral Images.
Remote. Sens.
Jie Lei, Lingyun Wu, Yunsong Li, Weiying Xie, Chein-I Chang, Jintao Zhang, Biying Huang
2019 J jnl
Correction: Hu, J., et al. Hyperspectral Image Super-Resolution by Deep Spatial-Spectral Exploitation. Remote Sensing 2019, 11, 1229.
Remote. Sens.
Jing Hu, Minghua Zhao, Yunsong Li
2019 J jnl
Cross-Domain Face Sketch Synthesis.
IEEE Access
Mingjin Zhang, Jing Zhang, Yuan Chi, Yunsong Li, Nannan Wang, Xinbo Gao
2019 J jnl
DDLPS: Detail-Based Deep Laplacian Pansharpening for Hyperspectral Imagery.
IEEE Trans. Geosci. Remote. Sens.
Kaiyan Li, Weiying Xie, Qian Du, Yunsong Li
2019 J jnl
Deep Latent Low-Rank Representation for Face Sketch Synthesis.
IEEE Trans. Neural Networks Learn. Syst.
Mingjin Zhang, Nannan Wang, Yunsong Li, Xinbo Gao
2019 C conf
Deep Spatial-Spectral Information Exploitation for Rapid Hyperspectral Image Super-Resolution.
IGARSS
Jing Hu, Yunsong Li, Minghua Zhao, Yaling Zhang
2019 J jnl
Discriminative Feature Learning With Distance Constrained Stacked Sparse Autoencoder for Hyperspectral Target Detection.
IEEE Geosci. Remote. Sens. Lett.
Yanzi Shi, Jie Lei, Yaping Yin, Kailang Cao, Yunsong Li, Chein-I Chang
2019 C conf
Dual 1D-2D Spatial-Spectral CNN for Hyperspectral Image Super-Resolution.
IGARSS
Jiaojiao Li, Ruxing Cui, Bo Li, Yunsong Li, Shaohui Mei, Qian Du
2019 J jnl
High-quality spectral-spatial reconstruction using saliency detection and deep feature enhancement.
Pattern Recognit.
Weiying Xie, Yanzi Shi, Yunsong Li, Xiuping Jia, Jie Lei
2019 J jnl
Hyperspectral Image Super-Resolution Using Deep Feature Matrix Factorization.
IEEE Trans. Geosci. Remote. Sens.
Weiying Xie, Xiuping Jia, Yunsong Li, Jie Lei
2019 J jnl
Hyperspectral Image Super-Resolution by Deep Spatial-Spectral Exploitation.
Remote. Sens.
Jing Hu, Minghua Zhao, Yunsong Li
2019 J jnl
Hyperspectral Image Super-Resolution with 1D-2D Attentional Convolutional Neural Network.
Remote. Sens.
Jiaojiao Li, Ruxing Cui, Bo Li, Rui Song, Yunsong Li, Qian Du
2019 C conf
Hyperspectral Pansharpening Based on Guided Filter and Deep Residual Learning.
IGARSS
Yuxuan Zheng, Jiaojiao Li, Yunsong Li
2019 J jnl
Hyperspectral Pansharpening Based on Homomorphic Filtering and Weighted Tensor Matrix.
Remote. Sens.
Jiahui Qu, Yunsong Li, Qian Du, Wenqian Dong, Bobo Xi
2019 J jnl
Hyperspectral Pansharpening Based on Spectral Constrained Adversarial Autoencoder.
Remote. Sens.
Gang He, Jiaping Zhong, Jie Lei, Yunsong Li, Weiying Xie
2019 J jnl
Hyperspectral Target Detection With Macro-Micro Feature Extracted by 3-D Residual Autoencoder.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Yanzi Shi, Jiaojiao Li, Yaping Yin, Bobo Xi, Yunsong Li
2019 J jnl
Hyperspectral and LiDAR Data Classification Using Kernel Collaborative Representation Based Residual Fusion.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Chiru Ge, Qian Du, Wei Li, Yunsong Li, Weiwei Sun
2019 J jnl
Hyperspectral and LiDAR Data Fusion Classification Using Superpixel Segmentation-Based Local Pixel Neighborhood Preserving Embedding.
Remote. Sens.
Yunsong Li, Chiru Ge, Weiwei Sun, Jiangtao Peng, Qian Du, Keyan Wang
2019 C conf
Hyperspectral and Panchromatic Image Fusion Based on Weighted Tensor Matrix.
IGARSS
Jiahui Qu, Qian Du, Yunsong Li, Wenqian Dong
2019 J jnl
Local Spectral Similarity Preserving Regularized Robust Sparse Hyperspectral Unmixing.
IEEE Trans. Geosci. Remote. Sens.
Jiaojiao Li, Yunsong Li, Rui Song, Shaohui Mei, Qian Du
2019 — conf
Multitemporal Hyperspectral Image Classification using Collaborative Representation-based Classification with Tikhonov Regularization.
MultiTemp
Chiru Ge, Qian Du, Yunsong Li, Jiaojiao Li
2019 — conf
Multitemporal Hyperspectral Image Super-Resolution through 3D Generative Adversarial Network.
MultiTemp
Jiaojiao Li, Ruxing Cui, Yunsong Li, Bo Li, Qian Du, Chiru Ge
2019 J jnl
Residual Attention Convolutional Network for Online Visual Tracking.
IEEE Access
Long Gao, Yunsong Li, Jifeng Ning
2019 J jnl
Robust correlation filter tracking via context fusion and subspace constraint.
J. Vis. Commun. Image Represent.
Jiahong Xu, Cheng Cai, Jifeng Ning, Yunsong Li
2019 B conf
SOON: Specifically Optimized One-Stage Network for Object Detection in Remote Sensing Imagery.
ICTAI
Zhuo Wang, Haonan Qin, Yunsong Li, Jie Lei, Weiying Xie
2019 J jnl
Spectral constraint adversarial autoencoders approach to feature representation in hyperspectral anomaly detection.
Neural Networks
Weiying Xie, Jie Lei, Baozhu Liu, Yunsong Li, Xiuping Jia
2019 J jnl
Spectral-Spatial Feature Extraction for Hyperspectral Anomaly Detection.
IEEE Trans. Geosci. Remote. Sens.
Jie Lei, Weiying Xie, Jian Yang, Yunsong Li, Chein-I Chang
2019 J jnl
Structure Tensor and Guided Filtering-Based Algorithm for Hyperspectral Anomaly Detection.
IEEE Trans. Geosci. Remote. Sens.
Weiying Xie, Tao Jiang, Yunsong Li, Xiuping Jia, Jie Lei
2019 J jnl
Underwater Image Restoration Based on a Parallel Convolutional Neural Network.
Remote. Sens.
Keyan Wang, Yan Hu, Jun Chen, Xianyun Wu, Xi Zhao, Yunsong Li
2018 J jnl
A Deep Pipelined Implementation of Hyperspectral Target Detection Algorithm on FPGA Using HLS.
Remote. Sens.
Jie Lei, Yunsong Li, Dongsheng Zhao, Jing Xie, Chein-I Chang, Lingyun Wu, Xuepeng Li, Jintao Zhang, Wenguang Li
2018 J jnl
Classification of Hyperspectral Imagery Using a New Fully Convolutional Neural Network.
IEEE Geosci. Remote. Sens. Lett.
Jiaojiao Li, Xi Zhao, Yunsong Li, Qian Du, Bobo Xi, Jing Hu
2018 J jnl
Coarse-to-Fine PatchMatch for Dense Correspondence.
IEEE Trans. Circuits Syst. Video Technol.
Yunsong Li, Yinlin Hu, Rui Song, Peng Rao, Yangli Wang
2018 J jnl
Deep Kernel Extreme-Learning Machine for the Spectral-Spatial Classification of Hyperspectral Imagery.
Remote. Sens.
Jiaojiao Li, Bobo Xi, Qian Du, Rui Song, Yunsong Li, Guangbo Ren
2018 J jnl
Deep convolutional networks with residual learning for accurate spectral-spatial denoising.
Neurocomputing
Weiying Xie, Yunsong Li, Xiuping Jia
2018 J jnl
Dictionary-aided hyperspectral unmixing based on constrained l
Digit. Signal Process.
Fanqiang Kong, Chending Bian, Yunsong Li, Keyan Wang
2018 J jnl
Efficient coarse-to-fine spectral rectification for hyperspectral image.
Neurocomputing
Weiying Xie, Yunsong Li, Weiping Zhou, Yuxuan Zheng
2018 J jnl
Efficient, robust and divisible paired comparison for subjective quality assessment.
Multim. Tools Appl.
Rui Song, Yunsong Li, Yuan Jia, Yangli Wang, Peng Rao
2018 J jnl
Extra Sign Bit Hiding Algorithm Based on Recovery of Transform Coefficients.
Circuits Syst. Signal Process.
Rui Song, Yeqing Yuan, Yunsong Li, Yangli Wang
2018 A* conf
Face Sketch Synthesis From Coarse to Fine.
AAAI
Mingjin Zhang, Nannan Wang, Yunsong Li, Ruxin Wang, Xinbo Gao
2018 J jnl
Fast FPGA Implementation for Computing the Pixel Purity Index of Hyperspectral Images.
J. Circuits Syst. Comput.
Jie Guo, Yunsong Li, Kai Liu, Jie Lei, Keyan Wang
2018 C conf
Fusion of Hyperspectral and Panchromatic Images using Structure Tensor.
IGARSS
Jiahui Qu, Yunsong Li, Wenqian Dong
2018 J jnl
Fusion of hyperspectral and panchromatic images using an average filter and a guided filter.
J. Vis. Commun. Image Represent.
Jiahui Qu, Yunsong Li, Wenqian Dong
2018 J jnl
Hyperspectral Classification Based on Texture Feature Enhancement and Deep Belief Networks.
Remote. Sens.
Jiaojiao Li, Bobo Xi, Yunsong Li, Qian Du, Keyan Wang
2018 — conf
Hyperspectral Image Classification Via Sample Expansion for Convolutional Neural Network.
WHISPERS
Jiaojiao Li, Qian Du, Bobo Xi, Yunsong Li
2018 J jnl
Hyperspectral Image Classification With Imbalanced Data Based on Orthogonal Complement Subspace Projection.
IEEE Trans. Geosci. Remote. Sens.
Jiaojiao Li, Qian Du, Yunsong Li, Wei Li
2018 J jnl
Hyperspectral Pansharpening Based on Intrinsic Image Decomposition and Weighted Least Squares Filter.
Remote. Sens.
Wenqian Dong, Song Xiao, Yunsong Li, Jiahui Qu
2018 J jnl
Hyperspectral pansharpening via improved PCA approach and optimal weighted fusion strategy.
Neurocomputing
Yunsong Li, Jiahui Qu, Wenqian Dong, Yuxuan Zheng
2018 J jnl
Improved kernelized correlation filter tracking by using spatial regularization.
J. Vis. Commun. Image Represent.
Long Gao, Yunsong Li, Jifeng Ning
2018 A* conf
Markov Random Neural Fields for Face Sketch Synthesis.
IJCAI
Mingjin Zhang, Nannan Wang, Xinbo Gao, Yunsong Li
2018 J jnl
Minimum barrier superpixel segmentation.
Image Vis. Comput.
Yinlin Hu, Yunsong Li, Rui Song, Peng Rao, Yangli Wang
2018 — conf
Parallel Computing Implementation for Real-Time Image Dehazing Based on Dark Channel.
HPCC/SmartCity/DSS
Xianyun Wu, Ru Wang, Yunsong Li, Kai Liu
2018 J jnl
Quantitative Performance Evaluation for Dehazing Algorithms on Synthetic Outdoor Hazy Images.
IEEE Access
Keyan Wang, Hui Wang, Yufei Li, Yan Hu, Yunsong Li
2018 J jnl
Scalable Video Coding Based on User's View for Real-Time Virtual Reality Applications.
IEEE Commun. Lett.
Gang He, Jing Hu, Hao Jiang, Yunsong Li
2018 J jnl
Structure Tensor-Based Algorithm for Hyperspectral and Panchromatic Images Fusion.
Remote. Sens.
Jiahui Qu, Jie Lei, Yunsong Li, Wenqian Dong, Zhiyong Zeng, Dunyu Chen
2018 J jnl
Trainable spectral difference learning with spatial starting for hyperspectral image denoising.
Neural Networks
Weiying Xie, Yunsong Li, Jing Hu, Duan-Yu Chen
2017 J jnl
A Non-Greedy Algorithm for L1-Norm LDA.
IEEE Trans. Image Process.
Yang Liu, Quanxue Gao, Shuo Miao, Xinbo Gao, Feiping Nie, Yunsong Li
2017 J jnl
A fast and efficient saliency detection model in video compressed-domain for human fixations prediction.
Multim. Tools Appl.
Yongjun Li, Yunsong Li
2017 C conf
A new hyperspectral pansharpening method based on guided fliter.
IGARSS
Jiahui Qu, Yunsong Li, Wenqian Dong
2017 C conf
A spatial constraint and deep learning based hyperspectral image super-resolution method.
IGARSS
Jing Hu, Yunsong Li, Xi Zhao, Weiying Xie
2017 J jnl
Adaptive maximum margin analysis for image recognition.
Pattern Recognit.
Qianqian Wang, Lan Ma, Quanxue Gao, Yunsong Li, Yunfang Huang, Yang Liu
2017 C conf
Deep fully convolutional regression networks for single image haze removal.
VCIP
Xi Zhao, Keyan Wang, Yunsong Li, Jiaojiao Li
2017 J jnl
Deep hashing using an extreme learning machine with convolutional networks.
Commun. Inf. Syst.
Zhiyong Zeng, Shiqi Dai, Yunsong Li, Dunyu Chen
2017 J jnl
Fast mode decision and PU size decision algorithm for intra depth coding in 3D-HEVC.
J. Vis. Commun. Image Represent.
Gang He, Jing Hu, Yunsong Li, Wenxin Yu, Zhuo Yang, Peikun Liu, Ruixue Guo
2017 J jnl
Haze Removal via Edge Weighted Pixel-to-Patch Fusion.
Mob. Networks Appl.
Keyan Wang, Shanshan Zhang, Yunsong Li
2017 J jnl
Human fixation detection model in video compressed domain based on Markov random field.
J. Electronic Imaging
Yongjun Li, Yunsong Li, Weijia Liu, Jing Hu, Chiru Ge
2017 J jnl
Hyperspectral Image Super-Resolution by Spectral Difference Learning and Spatial Error Correction.
IEEE Geosci. Remote. Sens. Lett.
Jing Hu, Yunsong Li, Weiying Xie
2017 J jnl
Hyperspectral Imagery Denoising by Deep Learning With Trainable Nonlinearity Function.
IEEE Geosci. Remote. Sens. Lett.
Weiying Xie, Yunsong Li
2017 J jnl
Hyperspectral Pansharpening With Guided Filter.
IEEE Geosci. Remote. Sens. Lett.
Jiahui Qu, Yunsong Li, Wenqian Dong
2017 J jnl
Hyperspectral image filtering with adaptive manifold for classification.
J. Electronic Imaging
Weiying Xie, Yunsong Li, Weiping Zhou
2017 J jnl
Hyperspectral image reconstruction by deep convolutional neural network for classification.
Pattern Recognit.
Yunsong Li, Weiying Xie, Huaqing Li
2017 J jnl
Hyperspectral image super-resolution using deep convolutional neural network.
Neurocomputing
Yunsong Li, Jing Hu, Xi Zhao, Weiying Xie, Jiaojiao Li
2017 C conf
Quantitative evaluation for dehazing algorithms on synthetic outdoor hazy dataset.
VCIP
Yufei Li, Keyan Wang, Ning Xu, Yunsong Li
2017 A* conf
Robust Interpolation of Correspondences for Large Displacement Optical Flow.
CVPR
Yinlin Hu, Yunsong Li, Rui Song
2017 J jnl
Robust Struck tracker via color Haar-like feature and selective updating.
Signal Image Video Process.
Shaojie Jiang, Jifeng Ning, Cheng Cai, Yunsong Li
2017 — conf
Scalable Video Coding Based on the User's View for Real-Time Virtual Reality Applications.
PCM (2)
Hao Jiang, Gang He, Wenxin Yu, Zheng Wang, Yunsong Li
2016 A conf
A High-throughput Architecture for Lossless Decompression on FPGA Designed Using HLS (Abstract Only).
FPGA
Jie Lei, Yu-Ting Chen, Yunsong Li, Jason Cong
2016 C conf
A fast mode selection for depth modelling modes of intra depth coding in 3D-HEVC.
VCIP
Peikun Liu, Gang He, Shun Xue, Yunsong Li
2016 J jnl
An efficient radial basis function neural network for hyperspectral remote sensing image classification.
Soft Comput.
Jiaojiao Li, Qian Du, Yunsong Li
2016 J jnl
Breast mass classification in digital mammography based on extreme learning machine.
Neurocomputing
Weiying Xie, Yunsong Li, Yide Ma
2016 A* conf
Efficient Coarse-to-Fine Patch Match for Large Displacement Optical Flow.
CVPR
Yinlin Hu, Rui Song, Yunsong Li
2016 B conf
Fast algorithm based on sole- and multi-depth measurements for HEVC intra coding.
ICIP
Gang He, Jing Hu, Yunsong Li, Wenxin Yu
2016 J jnl
Fast algorithm based on the sole- and multi-depth texture measurements for HEVC intra coding.
J. Vis. Commun. Image Represent.
Jing Hu, Gang He, Yunsong Li
2016 B conf
Fast algorithm for prediction unit and mode decisions of intra depth coding in 3D-HEVC.
ICIP
Ruixue Guo, Gang He, Yunsong Li, Keyan Wang
2016 J jnl
Highly accurate optical flow estimation on superpixel tree.
Image Vis. Comput.
Yinlin Hu, Rui Song, Yunsong Li, Peng Rao, Yangli Wang
2016 J jnl
Regularized MSBL algorithm with spatial correlation for sparse hyperspectral unmixing.
J. Vis. Commun. Image Represent.
Fanqiang Kong, Yunsong Li, Wenjun Guo
2016 C conf
Representation-based hyperspectral image classification with imbalanced data.
IGARSS
Jiaojiao Li, Qian Du, Wei Li, Yunsong Li
2016 C conf
Subspace selection for hyperspectral pansharpening using sparse unmixing.
IGARSS
Chiru Ge, Yunsong Li, Jiaojiao Li, Keyan Wang
2015 J jnl
An Efficient Adaptive Binary Range Coder and Its VLSI Architecture.
IEEE Trans. Circuits Syst. Video Technol.
Evgeny Belyaev, Kai Liu, Moncef Gabbouj, Yunsong Li
2015 J jnl
Fast computation of bare soil surface roughness on a Fermi GPU.
Comput. Geosci.
Xiaojie Li, Changhe Song, Sebastián López, Yunsong Li, José Francisco López
2015 J jnl
High-Throughput Power-Efficient VLSI Architecture of Fractional Motion Estimation for Ultra-HD HEVC Video Encoding.
IEEE Trans. Very Large Scale Integr. Syst.
Gang He, Dajiang Zhou, Yunsong Li, Zhixiang Chen, Tianruo Zhang, Satoshi Goto
2014 J jnl
Block-based two-dimensional wavelet transform running on graphics processing unit.
IET Comput. Digit. Tech.
Changhe Song, Yunsong Li, Jie Guo, Jie Lei
2014 J jnl
High-efficiency pipeline design of binary arithmetic encoder.
Sci. China Inf. Sci.
Rui Song, Hongfei Cui, Yunsong Li, Chengke Wu
2014 J jnl
Real-Time Implementation of the Pixel Purity Index Algorithm for Endmember Identification on GPUs.
IEEE Geosci. Remote. Sens. Lett.
Xianyun Wu, Bormin Huang, Antonio Plaza, Yunsong Li, Chengke Wu
2014 J jnl
Visual tracking with randomly projected ferns.
Signal Process. Image Commun.
Jin Zhang, Kai Liu, Fei Cheng, Yunsong Li
2013 J jnl
Statistically uniform intra-block refresh algorithm for very low delay video communication.
J. Zhejiang Univ. Sci. C
Rui Song, Yangli Wang, Ye Han, Yunsong Li
2012 J jnl
A Novel VLSI Architecture of SPIHT Using Breadth First Search for Real-Time Applications.
J. Signal Process. Syst.
Kai Liu, Jie Lei, Yunsong Li
2012 — conf
A five-stage pipeline design of binary arithmetic encoder in H.264/AVC.
APSIPA
Rui Song, Hongfei Cui, Yunsong Li, Song Xiao
2012 — conf
An efficient VLSI architecture of parallel bit plane encoder based on CCSDS IDC.
APSIPA
Yi Lu, Jie Lei, Yunsong Li
2011 B conf
Progressive correlation noise refinement for transform domain Wyner-Ziv video coding.
ICIP
Juan Song, Keyan Wang, Haiying Liu, Yunsong Li, Chengke Wu
2010 B conf
A dual symbol arithmetic coder architecture with reduced memory for JPEG2000.
ICIP
Kai Liu, Yunsong Li
2010 J jnl
A high performance MQ encoder architecture in JPEG2000.
Integr.
Kai Liu, Yu Zhou, Yunsong Li, Jian Feng Ma
2010 — conf
Distributed Compressive Hyperspectral Image Sensing.
IIH-MSP
Haiying Liu, Yunsong Li, Song Xiao, Chengke Wu
2010 B conf
Super-resolution image reconstruction based on guided cost function.
ICIP
Ruo-mei Yan, Yun-Feng Zhang, Yunsong Li, Chengke Wu
2009 B conf
Dual-Direction Prediction Vector Quantization for Lossless Compression of LASIS Data.
DCC
Jing Ma, Chengke Wu, Yunsong Li, Keyan Wang
2008 B conf
Priority Ordering Algorithm for Scalable Video Coding Transmission over Heterogeneous Network.
AINA
Song Xiao, Chengke Wu, Yunsong Li, Jianchao Du, C.-C. Jay Kuo
2007 J jnl
A Novel VLSI Architecture for Real-Time Line-Based Wavelet Transform Using Lifting Scheme.
J. Comput. Sci. Technol.
Kai Liu, Keyan Wang, Yunsong Li, Chengke Wu
2006 B conf
Efficient Line-Based VLSI Architecture for 2-D Lifting DWT.
ICIP
Keyan Wang, Chengke Wu, Kai Liu, Yunsong Li, Jechang Jeong
2006 — conf
X-Torus: A Variation of Torus Topology with Lower Diameter and Larger Bisection Width.
ICCSA (5)
Huaxi Gu, Qiming Xie, Kun Wang, Jie Zhang, Yunsong Li
2003 B conf
A New Robust Multiple Description Coding Method Based on Region of Interest.
AINA
Song Xiao, Fang Zhang, Chengke Wu, Yunsong Li, Yaoping Yan