Observability normal forms for a class of switched systems with zeno phenomena. - Lei Yu 006; Jean-Pierre Barbot; Driss Boutat; Djamila Benmerzouk (ACC, 2009)

Algebraic observer for a class of switched systems with zeno phenomenon. - Gang Zheng 002; Lei Yu 006; Driss Boutat; Jean-Pierre Barbot (CDC, 2009)

Toeplitz-structured Chaotic Sensing Matrix for Compressive Sensing. - Lei Yu 006; Jean-Pierre Barbot; Gang Zheng 002; Hong Sun (CSNDSP, 2010)

Compressive Sensing With Chaotic Sequence. - Lei Yu 006; Jean-Pierre Barbot; Gang Zheng 002; Hong Sun (IEEE Signal Process. Lett., 2010)

Bayesian Compressive Sensing for clustered sparse signals. - Lei Yu 006; Hong Sun; Jean-Pierre Barbot; Gang Zheng 002 (ICASSP, 2011)

Observability Forms for Switched Systems With Zeno Phenomenon or High Switching Frequency. - Lei Yu 006; Jean-Pierre Barbot; Driss Boutat; Djamila Benmerzouk (IEEE Trans. Autom. Control., 2011)

Bayesian compressive sensing for cluster structured sparse signals. - Lei Yu 006; Hong Sun; Jean-Pierre Barbot; Gang Zheng 002 (Signal Process., 2012)

Group sparse LMS for multiple system identification. - Lei Yu 006; Chen Wei; Gang Zheng 002 (EUSIPCO, 2015)

Joint Frequency Estimation with Two Sub-Nyquist Sampling Sequences. - Shan Huang 005; Hong Sun; Lei Yu 006; Haijian Zhang (CoRR, 2015)

ESPRIT-based frequency estimation of multiple sinusoids with double-channel sub-Nyquist sampling. - Shan Huang 005; Hong Sun; Haijian Zhang; Lei Yu 006 (CoRR, 2015)

Model based Bayesian compressive sensing via Local Beta Process. - Lei Yu 006; Hong Sun; Gang Zheng 002; Jean-Pierre Barbot (Signal Process., 2015)

Adaptive Bayesian Estimation with Cluster Structured Sparsity. - Lei Yu 006; Chen Wei; Gang Zheng 002 (IEEE Signal Process. Lett., 2015)

Bayesian framework for solving transform invariant low-rank textures. - Shihui Hu; Lei Yu 006; Menglei Zhang; Chengcheng Lv (ICIP, 2016)

Frequency Estimation of Multiple Sinusoids with Sub-Nyquist Sampling Sequences. - Shan Huang 005; Hong Sun; Haijian Zhang; Lei Yu 006 (CoRR, 2016)

A Class of Deterministic Sensing Matrices and Their Application in Harmonic Detection. - Shan Huang 005; Hong Sun; Lei Yu 006; Haijian Zhang (Circuits Syst. Signal Process., 2016)

Compressive sensing for cluster structured sparse signals: variational Bayes approach. - Lei Yu 006; Chen Wei; Jinyuan Jia; Hong Sun (IET Signal Process., 2016)

Iterative Time-Frequency Filtering of Sinusoidal Signals With Updated Frequency Estimation. - Haijian Zhang; Lei Yu 006; Gui-Song Xia (IEEE Signal Process. Lett., 2016)

Sparse Bayesian learning for image rectification with transform invariant low-rank textures. - Shihui Hu; Zhou Liu; Lei Yu 006; Hong Sun (Signal Process., 2017)

Frequency estimation of multiple sinusoids with three sub-Nyquist channels. - Shan Huang 005; Haijian Zhang; Hong Sun; Lei Yu 006; Liwen Chen (Signal Process., 2017)

Corrigendum to 'Dynamic Recovery for Block Sparse Signals' [Signal Processing 130 (2016) 197-203]. - Junying Ren; Chen Wei; Lei Yu 006; Haijian Zhang; Hong Sun (Signal Process., 2017)

Underdetermined blind separation of overlapped speech mixtures in time-frequency domain with estimated number of sources. - Haijian Zhang; Guang Hua 001; Lei Yu 006; Yunlong Cai; Guoan Bi (Speech Commun., 2017)

Dynamical Sparse Recovery With Finite-Time Convergence. - Lei Yu 006; Gang Zheng 002; Jean-Pierre Barbot (IEEE Trans. Signal Process., 2017)

Cyber-Attack Reconstruction via Sliding Mode Differentiation and Sparse Recovery Algorithm: Electrical Power Networks Application. - Shamila Nateghi; Yuri B. Shtessel; Jean-Pierre Barbot; Gang Zheng 002; Lei Yu 006 (VSS, 2018)

Image Super-Resolution via RL-CSC: When Residual Learning Meets Convolutional Sparse Coding. - Menglei Zhang; Zhou Liu; Lei Yu 006 (CoRR, 2018)

Line Spectral Estimation Based on Compressed Sensing with Deterministic Sub-Nyquist Sampling. - Shan Huang 005; Hong Sun; Haijian Zhang; Lei Yu 006 (Circuits Syst. Signal Process., 2018)

Image restoration via Bayesian dictionary learning with nonlocal structured beta process. - Zhou Liu; Lei Yu 006; Hong Sun (J. Vis. Commun. Image Represent., 2018)

DET: A High-Resolution DVS Dataset for Lane Extraction. - Wensheng Cheng; Hao Luo; Wen Yang 001; Lei Yu 006; Shoushun Chen; Wei Li 258 (CVPR Workshops, 2019)

Live Demonstration: Real-Time Vi-SLAM With High-Resolution Event Camera. - Gongyu Yang; Qilin Ye; Wanjun He; Lifeng Zhou; Xinyu Chen; Lei Yu 006; Wen Yang 001; Shoushun Chen; Wei Li 258 (CVPR Workshops, 2019)

Image Denoising via Nonlocal Low Rank Approximation With Local Structure Preserving. - Zhou Liu; Lei Yu 006; Hong Sun (IEEE Access, 2019)

A Dynamical System With Fixed Convergence Time for Sparse Recovery. - Junying Ren; Lei Yu 006; Yulun Jiang; Jean-Pierre Barbot; Hong Sun (IEEE Access, 2019)

CRNet: Image Super-Resolution Using A Convolutional Sparse Coding Inspired Network. - Menglei Zhang; Zhou Liu; Lei Yu 006 (CoRR, 2019)

Learning Cluster Structured Sparsity by Reweighting. - Yulun Jiang; Lei Yu 006; Haijian Zhang; Zhou Liu (CoRR, 2019)

Block-sparsity recovery via recurrent neural network. - Chengcheng Lyu; Zhou Liu; Lei Yu 006 (Signal Process., 2019)

Dynamical sparse signal recovery with fixed-time convergence. - Junying Ren; Lei Yu 006; Chengcheng Lyu; Gang Zheng 002; Jean-Pierre Barbot; Hong Sun (Signal Process., 2019)

Implicit Euler ODE Networks for Single-Image Dehazing. - Jiawei Shen; Zhuoyan Li; Lei Yu 006; Gui-Song Xia; Wen Yang 001 (CVPR Workshops, 2020)

Event Enhanced High-Quality Image Recovery. - Bishan Wang; Jingwei He; Lei Yu 006; Gui-Song Xia; Wen Yang 001 (ECCV (13), 2020)

Image De-Raining Via RDL: When Reweighted Convolutional Sparse Coding Meets Deep Learning. - Jingwei He; Lei Yu 006; Wen Yang 001 (ICASSP, 2020)

Facial Feature Embedded Cyclegan For Vis-Nir Translation. - Huijiao Wang; Haijian Zhang; Lei Yu 006; Li Wang 057; Xulei Yang (ICASSP, 2020)

Robust Intensity Image Reconstruciton Based On Event Cameras. - Meng Jiang; Zhou Liu; Bishan Wang; Lei Yu 006; Wen Yang 001 (ICIP, 2020)

Aim-Net: Bring Implicit Euler to Network Design. - Qiongwen Yuan; Jingwei He; Lei Yu 006; Gang Zheng 002 (ICIP, 2020)

Event-Based High Frame-Rate Video Reconstruction With A Novel Cycle-Event Network. - Binyi Su; Lei Yu 006; Wen Yang 001 (ICIP, 2020)

Matching Neuromorphic Events and Color Images via Adversarial Learning. - Fang Xu; Shijie Lin; Wen Yang 001; Lei Yu 006; Dengxin Dai; Gui-Song Xia (CoRR, 2020)

Structure-Aware Network for Lane Marker Extraction with Dynamic Vision Sensor. - Wensheng Cheng; Hao Luo; Wen Yang 001; Lei Yu 006; Wei Li 258 (CoRR, 2020)

Mixed Noise Removal with Pareto Prior. - Zhou Liu; Lei Yu 006; Gui-Song Xia; Hong Sun (CoRR, 2020)

ULSD: Unified Line Segment Detection across Pinhole, Fisheye, and Spherical Cameras. - Hao Li; Huai Yu; Wen Yang 001; Lei Yu 006; Sebastian A. Scherer (CoRR, 2020)

Efficient Spatial-Temporal Normalization of SAE Representation for Event Camera. - Shijie Lin; Fang Xu; Xuhong Wang; Wen Yang 001; Lei Yu 006 (IEEE Robotics Autom. Lett., 2020)

Structured Bayesian learning for recovery of clustered sparse signal. - Lu Wang 003; Lifan Zhao; Lei Yu 006; Jingjing Wang; Guoan Bi (Signal Process., 2020)

Distributed compressive sensing via LSTM-Aided sparse Bayesian learning. - Haijian Zhang; Wusheng Zhang; Lei Yu 006; Guoan Bi (Signal Process., 2020)

Algorithm to Compute Nonlinear Partial Observer Normal Form With Multiple Outputs. - Wided Saadi; Driss Boutat; Gang Zheng 002; Lassaâd Sbita; Lei Yu 006 (IEEE Trans. Autom. Control., 2020)

Robust Motion Compensation for Event Cameras With Smooth Constraint. - Jie Xu; Meng Jiang; Lei Yu 006; Wen Yang 001; Wenwei Wang (IEEE Trans. Computational Imaging, 2020)

Dot Distance for Tiny Object Detection in Aerial Images. - Chang Xu; Jinwang Wang; Wen Yang 001; Lei Yu 006 (CVPR Workshops, 2021)

Event-Based Synthetic Aperture Imaging With a Hybrid Network. - Xiang Zhang 022; Wei Liao; Lei Yu 006; Wen Yang 001; Gui-Song Xia (CVPR, 2021)

Motion Deblurring with Real Events. - Fang Xu; Lei Yu 006; Bishan Wang; Wen Yang 001; Gui-Song Xia; Xu Jia 012; Zhendong Qiao; Jianzhuang Liu (ICCV, 2021)

MAAC: Novel Alert Correlation Method To Detect Multi-step Attack. - Xiaoyu Wang; Xiaorui Gong; Lei Yu 006; Jian Liu 008 (TrustCom, 2021)

A Normalized Gaussian Wasserstein Distance for Tiny Object Detection. - Jinwang Wang; Chang Xu; Wen Yang 001; Lei Yu 006 (CoRR, 2021)

Image super-resolution by learning weighted convolutional sparse coding. - Jingwei He; Lei Yu 006; Zhou Liu; Wen Yang 001 (Signal Image Video Process., 2021)

Synthetic Aperture Imaging with Events and Frames. - Wei Liao; Xiang Zhang 022; Lei Yu 006; Shijie Lin; Wen Yang 001; Ning Qiao (CVPR, 2022)

Autofocus for Event Cameras. - Shijie Lin; Yinqiang Zhang; Lei Yu 006; Bin Zhou; Xiaowei Luo; Jia Pan 001 (CVPR, 2022)

Unifying Motion Deblurring and Frame Interpolation with Events. - Xiang Zhang 022; Lei Yu 006 (CVPR, 2022)

RFLA: Gaussian Receptive Field Based Label Assignment for Tiny Object Detection. - Chang Xu; Jinwang Wang; Wen Yang 001; Huai Yu; Lei Yu 006; Gui-Song Xia (ECCV (9), 2022)

Learning Structured Sparsity For Time-Frequency Reconstruction. - Lei Jiang; Haijian Zhang; Lei Yu 006 (ICASSP, 2022)

Enhancing Event-based Structured Light Imaging with a Single Frame. - Huijiao Wang; Tangbo Liu; Chu He; Cheng Li; Jianzhuang Liu; Lei Yu 006 (MFI, 2022)

Exploring the Potential of SAR Data for Cloud Removal in Optical Satellite Imagery. - Fang Xu; Yilei Shi; Patrick Ebel 002; Lei Yu 006; Gui-Song Xia; Wen Yang 001; Xiao Xiang Zhu 001 (CoRR, 2022)

Detecting tiny objects in aerial images: A normalized Wasserstein distance and a new benchmark. - Chang Xu; Jinwang Wang; Wen Yang 001; Huai Yu; Lei Yu 006; Gui-Song Xia (CoRR, 2022)

A Data-Driven High-Resolution Time-Frequency Distribution. - Lei Jiang; Haijian Zhang; Lei Yu 006; Guang Hua 001 (IEEE Signal Process. Lett., 2022)

Instance Switching-Based Contrastive Learning for Fine-Grained Airplane Detection. - Lanxin Zeng; Haowen Guo; Wen Yang 001; Huai Yu; Lei Yu 006; Peng Zhang; Tongyuan Zou (IEEE Trans. Geosci. Remote. Sens., 2022)

Spiking Sparse Recovery With Non-Convex Penalties. - Xiang Zhang 022; Lei Yu 006; Gang Zheng 002; Yonina C. Eldar (IEEE Trans. Signal Process., 2022)

2022 roadmap on neuromorphic devices and applications research in China. - Qing Wan; Changjin Wan; Huaqiang Wu; Yuchao Yang 001; Xiaohe Huang; Peng Zhou 021; Lin Chen; Tian-Yu Wang; Yi Li 049; Kanhao Xue; Yu-Hui He; Xiangshui Miao; et al. (Neuromorph. Comput. Eng., 2022)

"Seeing" Electric Network Frequency from Events. - Lexuan Xu; Guang Hua 001; Haijian Zhang; Lei Yu 006; Ning Qiao (CVPR, 2023)

Dynamic Coarse-to-Fine Learning for Oriented Tiny Object Detection. - Chang Xu; Jian Ding 001; Jinwang Wang; Wen Yang 001; Huai Yu; Lei Yu 006; Gui-Song Xia (CVPR, 2023)

Generalizing Event-Based Motion Deblurring in Real-World Scenarios. - Xiang Zhang 022; Lei Yu 006; Wen Yang 001; Jianzhuang Liu; Gui-Song Xia (ICCV, 2023)

Recovering Continuous Scene Dynamics from A Single Blurry Image with Events. - Zhangyi Cheng; Xiang Zhang 022; Lei Yu 006; Jianzhuang Liu; Wen Yang 001; Gui-Song Xia (CoRR, 2023)

Self-Supervised Scene Dynamic Recovery from Rolling Shutter Images and Events. - Yangguang Wang; Xiang Zhang 022; Mingyuan Lin; Lei Yu 006; Boxin Shi; Wen Yang 001; Gui-Song Xia (CoRR, 2023)

Video Frame Interpolation with Stereo Event and Intensity Camera. - Chao Ding; Mingyuan Lin; Haijian Zhang; Jianzhuang Liu; Lei Yu 006 (CoRR, 2023)

Learning Parallax for Stereo Event-based Motion Deblurring. - Mingyuan Lin; Chi Zhang 027; Chu He; Lei Yu 006 (CoRR, 2023)

CrossZoom: Simultaneously Motion Deblurring and Event Super-Resolving. - Chi Zhang 027; Xiang Zhang 022; Mingyuan Lin; Cheng Li; Chu He; Wen Yang 001; Gui-Song Xia; Lei Yu 006 (CoRR, 2023)

Learning to Extract Building Footprints From Off-Nadir Aerial Images. - Jinwang Wang; Lingxuan Meng; Weijia Li; Wen Yang 001; Lei Yu 006; Gui-Song Xia (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

Motion Robust High-Speed Light-Weighted Object Detection With Event Camera. - Bingde Liu; Chang Xu; Wen Yang 001; Huai Yu; Lei Yu 006 (IEEE Trans. Instrum. Meas., 2023)

Single Image Deraining With Continuous Rain Density Estimation. - Lei Yu 006; Bishan Wang; Jingwei He; Gui-Song Xia; Wen Yang 001 (IEEE Trans. Multim., 2023)

Facial feature embedded CycleGAN for VIS-NIR translation. - Huijiao Wang; Haijian Zhang; Lei Yu 006; Xulei Yang (Multidimens. Syst. Signal Process., 2023)

Learning to See Through With Events. - Lei Yu 006; Xiang Zhang 022; Wei Liao; Wen Yang 001; Gui-Song Xia (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

Learning to Super-Resolve Blurry Images With Events. - Lei Yu 006; Bishan Wang; Xiang Zhang 022; Haijian Zhang; Wen Yang 001; Jianzhuang Liu; Gui-Song Xia (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

Multiple frequency-spatial network for RGBT tracking in the presence of motion blur. - Shenghua Fan; Xi Chen 078; Chu He; Lei Yu 006; Zhongjie Mao; Yujin Zheng (Neural Comput. Appl., 2023)

Event-Based Motion Deblurring with Dual Channel Attention. - Weiqi Luo; Chi Zhang 027; Lei Yu 006 (ECCV Workshops (24), 2024)

Event Camera Localization in 3D LiDAR Maps. - Xi-Meng Cai; Huai Yu; Ji Wu; Mingfeng Wang; Lei Yu 006; Gui-Song Xia (ICIRA (9), 2024)

FE-DeTr: Keypoint Detection and Tracking in Low-quality Image Frames with Events. - Xiangyuan Wang; Kuangyi Chen; Wen Yang 001; Lei Yu 006; Yannan Xing; Huai Yu (ICRA, 2024)

A Spatio-temporal Event Transformer on Versatile Tasks for Human Behavior Analysis. - Kejing Xia; Lixuan Wei; Lei Yu 006 (MiGA@IJCAI, 2024)

Super-Resolving Blurry Images with Events. - Chi Zhang 027; Mingyuan Lin; Xiang Zhang 022; Chenxu Jiang; Lei Yu 006 (CoRR, 2024)

Learning Monocular Depth from Focus with Event Focal Stack. - Chenxu Jiang; Mingyuan Lin; Chi Zhang 027; Zhenghai Wang; Lei Yu 006 (CoRR, 2024)

Exploring Scene Coherence for Semi-Supervised 3D Semantic Segmentation. - Chuandong Liu; Shuguo Jiang; Xingxing Weng; Lei Yu 006; Pengcheng Li; Gui-Song Xia (CoRR, 2024)

Unsupervised Network for Single Image Raindrop Removal. - Huijiao Wang; Shenghao Zhao; Lei Yu 006; Xulei Yang (CoRR, 2024)

Frequency-Adaptive Low-Latency Object Detection Using Events and Frames. - Haitian Zhang; Xiangyuan Wang; Chang Xu; Xinya Wang; Fang Xu; Huai Yu; Lei Yu 006; Wen Yang 001 (CoRR, 2024)

Cross-modal learning for optical flow estimation with events. - Chi Zhang 027; Chenxu Jiang; Lei Yu 006 (Signal Process., 2024)

Event-Based Shutter Unrolling and Motion Deblurring in Dynamic Scenes. - Yangguang Wang; Chenxu Jiang; Xu Jia 012; Yufei Guo; Lei Yu 006 (IEEE Signal Process. Lett., 2024)

Neuromorphic Synergy for Video Binarization. - Shijie Lin; Xiang Zhang 022; Lei Yang 048; Lei Yu 006; Bin Zhou; Xiaowei Luo; Wenping Wang 001; Jia Pan 001 (IEEE Trans. Image Process., 2024)

Event-Assisted Blurriness Representation Learning for Blurry Image Unfolding. - Pengyu Zhang; Hao Ju; Lei Yu 006; Weihua He; Yaoyuan Wang; Ziyang Zhang; Qi Xu; Shengming Li; Dong Wang 004; Huchuan Lu; Xu Jia 012 (IEEE Trans. Image Process., 2024)

Motion Deblur by Learning Residual From Events. - Kang Chen; Lei Yu 006 (IEEE Trans. Multim., 2024)

Video Frame Interpolation With Stereo Event and Intensity Cameras. - Chao Ding; Mingyuan Lin; Haijian Zhang; Jianzhuang Liu; Lei Yu 006 (IEEE Trans. Multim., 2024)

Detecting Line Segments in Motion-Blurred Images With Events. - Huai Yu; Hao Li; Wen Yang 001; Lei Yu 006; Gui-Song Xia (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

Robust Visual Place Recognition for Severe Appearance Changes. - Haiyang Jiang 008; Songhao Piao; Huai Yu; Wei Li 258; Lei Yu 006 (IEEE Robotics Autom. Lett., 2024)

Toward Robust Keypoint Detection and Tracking: A Fusion Approach With Event-Aligned Image Features. - Xiangyuan Wang; Huai Yu; Lei Yu 006; Wen Yang 001; Gui-Song Xia (IEEE Robotics Autom. Lett., 2024)

"Seeing" ENF From Neuromorphic Events: Modeling and Robust Estimation. - Lexuan Xu; Guang Hua 001; Haijian Zhang; Lei Yu 006 (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

CrossZoom: Simultaneous Motion Deblurring and Event Super-Resolving. - Chi Zhang 027; Xiang Zhang 022; Mingyuan Lin; Cheng Li; Chu He; Wen Yang 001; Gui-Song Xia; Lei Yu 006 (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

Exploring Scene Affinity for Semi-Supervised LiDAR Semantic Segmentation. - Chuandong Liu; Xingxing Weng; Shuguo Jiang; Pengcheng Li; Lei Yu 006; Gui-Song Xia (CVPR, 2025)

All-in-Focus Imaging From Events With Occlusions. - Yichen Liu; Lixuan Wei; Yufei Guo; Lei Yu 006 (IEEE Trans. Multim., 2025)

Non-Uniform Exposure Imaging via Neuromorphic Shutter Control. - Mingyuan Lin; Jian Liu 008; Chi Zhang 027; Zibo Zhao; Chu He; Lei Yu 006 (IEEE Trans. Pattern Anal. Mach. Intell., 2025)

Holistic Large-Scale Scene Reconstruction via Mixed Gaussian Splatting. - Chuandong Liu; Huijiao Wang; Lei Yu 006; Gui-Song Xia (CoRR, 2025)

Self-supervised Shutter Unrolling with Events. - Mingyuan Lin; Yangguang Wang; Xiang Zhang 022; Boxin Shi; Wen Yang 001; Chu He; Gui-Song Xia; Lei Yu 006 (Int. J. Comput. Vis., 2025)

DSFormer: A Dual-Scale Cross-Learning Transformer for Visual Place Recognition. - Haiyang Jiang 008; Songhao Piao; Chao Gao; Lei Yu 006; Liguo Chen (CoRR, 2025)

PMGS: Reconstruction of Projectile Motion across Large Spatiotemporal Spans via 3D Gaussian Splatting. - Yijun Xu; Jingrui Zhang; Yuhan Chen; Dingwen Wang; Lei Yu 006; Chu He (CoRR, 2025)

Detecting Every Object From Events. - Haitian Zhang; Chang Xu; Xinya Wang; Bingde Liu; Guang Hua 001; Lei Yu 006; Wen Yang 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2025)