Lei Yu

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 75

Top Topics

Compressive Sensing

Bayesian Learning

Signal Recovery

Top Venues

Signal Process.

IEEE Signal Process. Lett.

Publications

Haiyang Jiang, Songhao Piao, Huai Yu, Wei Li, Lei Yu
Robust Visual Place Recognition for Severe Appearance Changes. IEEE Robotics Autom. Lett. 9 (5) (2024)
Chenxu Jiang, Mingyuan Lin, Chi Zhang, Zhenghai Wang, Lei Yu
Learning Monocular Depth from Focus with Event Focal Stack. CoRR (2024)
Xiangyuan Wang, Kuangyi Chen, Wen Yang, Lei Yu, Yannan Xing, Huai Yu
FE-DeTr: Keypoint Detection and Tracking in Low-quality Image Frames with Events. CoRR (2024)
Chao Ding, Mingyuan Lin, Haijian Zhang, Jianzhuang Liu, Lei Yu
Video Frame Interpolation With Stereo Event and Intensity Cameras. IEEE Trans. Multim. 26 (2024)
Shijie Lin, Xiang Zhang, Lei Yang, Lei Yu, Bin Zhou, Xiaowei Luo, Wenping Wang, Jia Pan
Neuromorphic Synergy for Video Binarization. IEEE Trans. Image Process. 33 (2024)
Xiangyuan Wang, Kuangyi Chen, Wen Yang, Lei Yu, Yannan Xing, Huai Yu
FE-DeTr: Keypoint Detection and Tracking in Low-quality Image Frames with Events. ICRA (2024)
Chi Zhang, Mingyuan Lin, Xiang Zhang, Chenxu Jiang, Lei Yu
Super-Resolving Blurry Images with Events. CoRR (2024)
Huai Yu, Hao Li, Wen Yang, Lei Yu, Gui-Song Xia
Detecting Line Segments in Motion-Blurred Images With Events. IEEE Trans. Pattern Anal. Mach. Intell. 46 (5) (2024)
Kang Chen, Lei Yu
Motion Deblur by Learning Residual From Events. IEEE Trans. Multim. 26 (2024)
Yangguang Wang, Chenxu Jiang, Xu Jia, Yufei Guo, Lei Yu
Event-Based Shutter Unrolling and Motion Deblurring in Dynamic Scenes. IEEE Signal Process. Lett. 31 (2024)
Haitian Zhang, Chang Xu, Xinya Wang, Bingde Liu, Guang Hua, Lei Yu, Wen Yang
Detecting Every Object from Events. CoRR (2024)
Xiangyuan Wang, Huai Yu, Lei Yu, Wen Yang, Gui-Song Xia
Toward Robust Keypoint Detection and Tracking: A Fusion Approach With Event-Aligned Image Features. IEEE Robotics Autom. Lett. 9 (9) (2024)
Mingyuan Lin, Jian Liu, Chi Zhang, Zibo Zhao, Chu He, Lei Yu
Non-Uniform Exposure Imaging via Neuromorphic Shutter Control. CoRR (2024)
Chi Zhang, Xiang Zhang, Mingyuan Lin, Cheng Li, Chu He, Wen Yang, Gui-Song Xia, Lei Yu
CrossZoom: Simultaneously Motion Deblurring and Event Super-Resolving. CoRR (2023)
Huijiao Wang, Haijian Zhang, Lei Yu, Xulei Yang
Facial feature embedded CycleGAN for VIS-NIR translation. Multidimens. Syst. Signal Process. 34 (2) (2023)
Lexuan Xu, Guang Hua, Haijian Zhang, Lei Yu, Ning Qiao
"Seeing" Electric Network Frequency from Events. CVPR (2023)
Lei Yu, Bishan Wang, Jingwei He, Gui-Song Xia, Wen Yang
Single Image Deraining With Continuous Rain Density Estimation. IEEE Trans. Multim. 25 (2023)
Lei Yu, Bishan Wang, Xiang Zhang, Haijian Zhang, Wen Yang, Jianzhuang Liu, Gui-Song Xia
Learning to Super-Resolve Blurry Images With Events. IEEE Trans. Pattern Anal. Mach. Intell. 45 (8) (2023)
Jinwang Wang, Lingxuan Meng, Weijia Li, Wen Yang, Lei Yu, Gui-Song Xia
Learning to Extract Building Footprints From Off-Nadir Aerial Images. IEEE Trans. Pattern Anal. Mach. Intell. 45 (1) (2023)
Lei Yu, Xiang Zhang, Wei Liao, Wen Yang, Gui-Song Xia
Learning to See Through With Events. IEEE Trans. Pattern Anal. Mach. Intell. 45 (7) (2023)
Lei Yu, Xiang Zhang, Wei Liao, Wen Yang, Gui-Song Xia
Learning to See Through with Events. CoRR (2022)
Xiang Zhang, Lei Yu, Gang Zheng, Yonina C. Eldar
Spiking Sparse Recovery With Non-Convex Penalties. IEEE Trans. Signal Process. 70 (2022)
Lei Jiang, Haijian Zhang, Lei Yu
Learning Structured Sparsity For Time-Frequency Reconstruction. ICASSP (2022)
Chang Xu, Jinwang Wang, Wen Yang, Huai Yu, Lei Yu, Gui-Song Xia
RFLA: Gaussian Receptive Field Based Label Assignment for Tiny Object Detection. ECCV (9) (2022)
Lanxin Zeng, Haowen Guo, Wen Yang, Huai Yu, Lei Yu, Peng Zhang, Tongyuan Zou
Instance Switching-Based Contrastive Learning for Fine-Grained Airplane Detection. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Lei Jiang, Haijian Zhang, Lei Yu, Guang Hua
A Data-Driven High-Resolution Time-Frequency Distribution. IEEE Signal Process. Lett. 29 (2022)
Huai Yu, Hao Li, Wen Yang, Lei Yu, Gui-Song Xia
Detecting Line Segments in Motion-blurred Images with Events. CoRR (2022)
Jingwei He, Lei Yu, Zhou Liu, Wen Yang
Image super-resolution by learning weighted convolutional sparse coding. Signal Image Video Process. 15 (5) (2021)
Chang Xu, Jinwang Wang, Wen Yang, Lei Yu
Dot Distance for Tiny Object Detection in Aerial Images. CVPR Workshops (2021)
Xiang Zhang, Wei Liao, Lei Yu, Wen Yang, Gui-Song Xia
Event-Based Synthetic Aperture Imaging With a Hybrid Network. CVPR (2021)
Xiang Zhang, Wei Liao, Lei Yu, Wen Yang, Gui-Song Xia
Event-based Synthetic Aperture Imaging with a Hybrid Network. CoRR (2021)
Fang Xu, Lei Yu, Bishan Wang, Wen Yang, Gui-Song Xia, Xu Jia, Zhendong Qiao, Jianzhuang Liu
Motion Deblurring with Real Events. ICCV (2021)
Jingwei He, Lei Yu, Wen Yang
Image De-Raining Via RDL: When Reweighted Convolutional Sparse Coding Meets Deep Learning. ICASSP (2020)
Huijiao Wang, Haijian Zhang, Lei Yu, Li Wang, Xulei Yang
Facial Feature Embedded Cyclegan For Vis-Nir Translation. ICASSP (2020)
Bishan Wang, Jingwei He, Lei Yu, Gui-Song Xia, Wen Yang
Event Enhanced High-Quality Image Recovery. CoRR (2020)
Bishan Wang, Jingwei He, Lei Yu, Gui-Song Xia, Wen Yang
Event Enhanced High-Quality Image Recovery. ECCV (13) (2020)
Lu Wang, Lifan Zhao, Lei Yu, Jingjing Wang, Guoan Bi
Structured Bayesian learning for recovery of clustered sparse signal. Signal Process. 166 (2020)
Haijian Zhang, Wusheng Zhang, Lei Yu, Guoan Bi
Distributed compressive sensing via LSTM-Aided sparse Bayesian learning. Signal Process. 176 (2020)
Wided Saadi, Driss Boutat, Gang Zheng, Lassaâd Sbita, Lei Yu
Algorithm to Compute Nonlinear Partial Observer Normal Form With Multiple Outputs. IEEE Trans. Autom. Control. 65 (6) (2020)
Shijie Lin, Fang Xu, Xuhong Wang, Wen Yang, Lei Yu
Efficient Spatial-Temporal Normalization of SAE Representation for Event Camera. IEEE Robotics Autom. Lett. 5 (3) (2020)
Hao Li, Huai Yu, Wen Yang, Lei Yu, Sebastian A. Scherer
ULSD: Unified Line Segment Detection across Pinhole, Fisheye, and Spherical Cameras. CoRR (2020)
Qiongwen Yuan, Jingwei He, Lei Yu, Gang Zheng
Aim-Net: Bring Implicit Euler to Network Design. ICIP (2020)
Meng Jiang, Zhou Liu, Bishan Wang, Lei Yu, Wen Yang
Robust Intensity Image Reconstruciton Based On Event Cameras. ICIP (2020)
Jiawei Shen, Zhuoyan Li, Lei Yu, Gui-Song Xia, Wen Yang
Implicit Euler ODE Networks for Single-Image Dehazing. CoRR (2020)
Jiawei Shen, Zhuoyan Li, Lei Yu, Gui-Song Xia, Wen Yang
Implicit Euler ODE Networks for Single-Image Dehazing. CVPR Workshops (2020)
Fang Xu, Shijie Lin, Wen Yang, Lei Yu, Dengxin Dai, Gui-Song Xia
Matching Neuromorphic Events and Color Images via Adversarial Learning. CoRR (2020)
Zhou Liu, Lei Yu, Gui-Song Xia, Hong Sun
Mixed Noise Removal with Pareto Prior. CoRR (2020)
Binyi Su, Lei Yu, Wen Yang
Event-Based High Frame-Rate Video Reconstruction With A Novel Cycle-Event Network. ICIP (2020)
Wensheng Cheng, Hao Luo, Wen Yang, Lei Yu, Wei Li
Structure-Aware Network for Lane Marker Extraction with Dynamic Vision Sensor. CoRR (2020)
Jie Xu, Meng Jiang, Lei Yu, Wen Yang, Wenwei Wang
Robust Motion Compensation for Event Cameras With Smooth Constraint. IEEE Trans. Computational Imaging 6 (2020)
Wensheng Cheng, Hao Luo, Wen Yang, Lei Yu, Shoushun Chen, Wei Li
DET: A High-Resolution DVS Dataset for Lane Extraction. CVPR Workshops (2019)
Yulun Jiang, Lei Yu, Haijian Zhang, Zhou Liu
Learning Cluster Structured Sparsity by Reweighting. CoRR (2019)
Gongyu Yang, Qilin Ye, Wanjun He, Lifeng Zhou, Xinyu Chen, Lei Yu, Wen Yang, Shoushun Chen, Wei Li
Live Demonstration: Real-Time Vi-SLAM With High-Resolution Event Camera. CVPR Workshops (2019)
Junying Ren, Lei Yu, Yulun Jiang, Jean-Pierre Barbot, Hong Sun
A Dynamical System With Fixed Convergence Time for Sparse Recovery. IEEE Access 7 (2019)
Huijiao Wang, Li Wang, Xulei Yang, Lei Yu, Haijian Zhang
Facial Feature Embedded CycleGAN for VIS-NIR Translation. CoRR (2019)
Zhou Liu, Lei Yu, Hong Sun
Image Denoising via Nonlocal Low Rank Approximation With Local Structure Preserving. IEEE Access 7 (2019)
Chengcheng Lyu, Zhou Liu, Lei Yu
Block-sparsity recovery via recurrent neural network. Signal Process. 154 (2019)
Junying Ren, Lei Yu, Chengcheng Lyu, Gang Zheng, Jean-Pierre Barbot, Hong Sun
Dynamical sparse signal recovery with fixed-time convergence. Signal Process. 162 (2019)
Menglei Zhang, Zhou Liu, Lei Yu
CRNet: Image Super-Resolution Using A Convolutional Sparse Coding Inspired Network. CoRR (2019)
Menglei Zhang, Zhou Liu, Lei Yu
Image Super-Resolution via RL-CSC: When Residual Learning Meets Convolutional Sparse Coding. CoRR (2018)
Shan Huang, Hong Sun, Haijian Zhang, Lei Yu
Line Spectral Estimation Based on Compressed Sensing with Deterministic Sub-Nyquist Sampling. Circuits Syst. Signal Process. 37 (4) (2018)
Shamila Nateghi, Yuri B. Shtessel, Jean-Pierre Barbot, Gang Zheng, Lei Yu
Cyber-Attack Reconstruction via Sliding Mode Differentiation and Sparse Recovery Algorithm: Electrical Power Networks Application. VSS (2018)
Zhou Liu, Lei Yu, Hong Sun
Image restoration via Bayesian dictionary learning with nonlocal structured beta process. J. Vis. Commun. Image Represent. 52 (2018)
Haijian Zhang, Guang Hua, Lei Yu, Yunlong Cai, Guoan Bi
Underdetermined blind separation of overlapped speech mixtures in time-frequency domain with estimated number of sources. Speech Commun. 89 (2017)
Shan Huang, Haijian Zhang, Hong Sun, Lei Yu, Liwen Chen
Frequency estimation of multiple sinusoids with three sub-Nyquist channels. Signal Process. 139 (2017)
Junying Ren, Chen Wei, Lei Yu, Haijian Zhang, Hong Sun
Corrigendum to 'Dynamic Recovery for Block Sparse Signals' [Signal Processing 130 (2016) 197-203]. Signal Process. 141 (2017)
Lei Yu, Gang Zheng, Jean-Pierre Barbot
Dynamical Sparse Recovery With Finite-Time Convergence. IEEE Trans. Signal Process. 65 (23) (2017)
Shihui Hu, Zhou Liu, Lei Yu, Hong Sun
Sparse Bayesian learning for image rectification with transform invariant low-rank textures. Signal Process. 137 (2017)
Shan Huang, Hong Sun, Lei Yu, Haijian Zhang
A Class of Deterministic Sensing Matrices and Their Application in Harmonic Detection. Circuits Syst. Signal Process. 35 (11) (2016)
Shihui Hu, Lei Yu, Menglei Zhang, Chengcheng Lv
Bayesian framework for solving transform invariant low-rank textures. ICIP (2016)
Haijian Zhang, Lei Yu, Gui-Song Xia
Iterative Time-Frequency Filtering of Sinusoidal Signals With Updated Frequency Estimation. IEEE Signal Process. Lett. 23 (1) (2016)
Shan Huang, Hong Sun, Haijian Zhang, Lei Yu
Frequency Estimation of Multiple Sinusoids with Sub-Nyquist Sampling Sequences. CoRR (2016)
Shan Huang, Haijian Zhang, Hong Sun, Lei Yu, Liwen Chen
Frequency Estimation of Multiple Sinusoids with Three Sub-Nyquist Channels. CoRR (2016)
Shan Huang, Hong Sun, Haijian Zhang, Lei Yu
Line Spectral Estimation Based on Compressed Sensing with Deterministic Sub-Nyquist Sampling. CoRR (2016)
Lei Yu, Chen Wei, Jinyuan Jia, Hong Sun
Compressive sensing for cluster structured sparse signals: variational Bayes approach. IET Signal Process. 10 (7) (2016)
Lei Yu, Chen Wei, Gang Zheng
Adaptive Bayesian Estimation with Cluster Structured Sparsity. IEEE Signal Process. Lett. 22 (12) (2015)
Lei Yu, Hong Sun, Gang Zheng, Jean-Pierre Barbot
Model based Bayesian compressive sensing via Local Beta Process. Signal Process. 108 (2015)
Shan Huang, Hong Sun, Lei Yu, Haijian Zhang
Joint Frequency Estimation with Two Sub-Nyquist Sampling Sequences. CoRR (2015)
Lei Yu, Chen Wei, Gang Zheng
Group sparse LMS for multiple system identification. EUSIPCO (2015)
Shan Huang, Hong Sun, Lei Yu, Haijian Zhang
A Class of Deterministic Sensing Matrices and Their Application in Harmonic Detection. CoRR (2015)
Shan Huang, Hong Sun, Haijian Zhang, Lei Yu
ESPRIT-based frequency estimation of multiple sinusoids with double-channel sub-Nyquist sampling. CoRR (2015)
Lei Yu, Hong Sun, Jean-Pierre Barbot, Gang Zheng
Bayesian compressive sensing for cluster structured sparse signals. Signal Process. 92 (1) (2012)
Lei Yu, Jean-Pierre Barbot, Driss Boutat, Djamila Benmerzouk
Observability Forms for Switched Systems With Zeno Phenomenon or High Switching Frequency. IEEE Trans. Autom. Control. 56 (2) (2011)
Lei Yu, Hong Sun, Jean-Pierre Barbot, Gang Zheng
Bayesian Compressive Sensing for clustered sparse signals. ICASSP (2011)
Lei Yu, Jean-Pierre Barbot, Gang Zheng, Hong Sun
Compressive Sensing With Chaotic Sequence. IEEE Signal Process. Lett. 17 (8) (2010)
Lei Yu, Jean-Pierre Barbot, Gang Zheng, Hong Sun
Toeplitz-structured Chaotic Sensing Matrix for Compressive Sensing. CSNDSP (2010)
Lei Yu, Jean-Pierre Barbot, Driss Boutat, Djamila Benmerzouk
Observability normal forms for a class of switched systems with zeno phenomena. ACC (2009)
Gang Zheng, Lei Yu, Driss Boutat, Jean-Pierre Barbot
Algebraic observer for a class of switched systems with zeno phenomenon. CDC (2009)