A survey of sparse representation: algorithms and applications

23 February 2016

Xuelong Li

Papers citing "A survey of sparse representation: algorithms and applications"

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Title
Improving Vehicle Re-Identification using CNN Latent Spaces: Metrics Comparison and Track-to-track Extension G. Roman-Jimenez Patrice Guyot Thierry Malon Sylvie Chambon Vincent Charvillat Alain Crouzil A. Péninou J. Pinquier F. Sèdes Christine Sénac 6 5 0 21 Oct 2019
Hyperspectral Image Classification Based on Adaptive Sparse Deep Network Jingwen Yan Zixin Xie Jingyao Chen Yinan Liu Lei Liu 13 0 0 21 Oct 2019
Learning sparse representations in reinforcement learning J. Rafati D. Noelle OffRL 8 7 0 04 Sep 2019
CRNet: Image Super-Resolution Using A Convolutional Sparse Coding Inspired Network Menglei Zhang Zhou Liu Lei Yu SupR 21 3 0 03 Aug 2019
Robust Classification with Sparse Representation Fusion on Diverse Data Subsets Chun-Mei Feng Yong-mei Xu Zuoyong Li Jian Yang 17 3 0 10 Jun 2019
Sparse multiresolution representations with adaptive kernels Maria Peifer Luiz F. O. Chamon Santiago Paternain Alejandro Ribeiro 11 4 0 07 May 2019
Compressed sensing reconstruction using Expectation Propagation Alfredo Braunstein Anna Paola Muntoni A. Pagnani Mirko Pieropan 9 11 0 10 Apr 2019
ComplexFace: a Multi-Representation Approach for Image Classification with Small Dataset Guiying Zhang Yuxin Cui Yong Zhao Jianjun Hu CVBM 29 0 0 21 Feb 2019
Image Super-Resolution via RL-CSC: When Residual Learning Meets Convolutional Sparse Coding Menglei Zhang Zhou Liu Lei Yu 22 5 0 31 Dec 2018
A comprehensive study of sparse representation techniques for offline signature verification E. Zois Dimitrios Tsourounis Ilias Theodorakopoulos A. Kesidis G. Economou 25 32 0 13 Jul 2018
Client-Specific Anomaly Detection for Face Presentation Attack Detection Shervin Rahimzadeh Arashloo J. Kittler CVBM AAML 6 3 0 02 Jul 2018
Playing Atari with Six Neurons Giuseppe Cuccu Julian Togelius Philippe Cudré-Mauroux 27 43 0 04 Jun 2018
Parallel and Distributed Successive Convex Approximation Methods for Big-Data Optimization G. Scutari Ying Sun 35 61 0 17 May 2018
Impulsive Noise Robust Sparse Recovery via Continuous Mixed Norm A. Javaheri H. Zayyani Mário A. T. Figueiredo F. Marvasti 13 1 0 12 Apr 2018
Superpixel based Class-Semantic Texton Occurrences for Natural Roadside Vegetation Segmentation Ligang Zhang B. Verma 19 4 0 24 Feb 2018
Archetypal Analysis for Sparse Representation-based Hyperspectral Sub-pixel Quantification L. Drees R. Roscher Susanne Wenzel 16 4 0 08 Feb 2018
First and Second Order Methods for Online Convolutional Dictionary Learning Jialin Liu Cristina Garcia-Cardona B. Wohlberg W. Yin 29 27 0 31 Aug 2017
Discriminative Block-Diagonal Representation Learning for Image Recognition Zheng-Wei Zhang Yong-mei Xu Ling Shao Jian Yang 14 114 0 12 Jul 2017
Recovery of Missing Samples Using Sparse Approximation via a Convex Similarity Measure A. Javaheri H. Zayyani F. Marvasti 9 3 0 28 Jun 2017
Robust Sonar ATR Through Bayesian Pose Corrected Sparse Classification John McKay V. Monga R. Raj 16 20 0 26 Jun 2017
Graph Regularized Tensor Sparse Coding for Image Representation Fei Jiang Xiao-Yang Liu Hongtao Lu R. Shen 15 4 0 27 Mar 2017
Sparse Representation based Multi-sensor Image Fusion: A Review Qiang Zhang Yi Liu Rick S. Blum J. Han Dacheng Tao 21 14 0 12 Feb 2017
A Convex Similarity Index for Sparse Recovery of Missing Image Samples A. Javaheri H. Zayyani F. Marvasti 24 0 0 25 Jan 2017
Distributed Nonconvex Optimization for Sparse Representation Ying Sun G. Scutari 20 19 0 20 Nov 2016
Proceedings of the third "international Traveling Workshop on Interactions between Sparse models and Technology" (iTWIST'16) V. Abrol O. Absil P.-A. Absil S. Anthoine P. Antoine ... D. Vukobratović Li Wang B. Wirth Gerhard Wunder Hongyan Zhang 31 0 0 14 Sep 2016
Natural Scene Character Recognition Using Robust PCA and Sparse Representation Zheng-Wei Zhang Yong-mei Xu Cheng-Lin Liu 16 6 0 15 Jun 2016
Inferring Sparsity: Compressed Sensing using Generalized Restricted Boltzmann Machines Eric W. Tramel Andre Manoel F. Caltagirone Marylou Gabrié Florent Krzakala 52 21 0 13 Jun 2016
Towards Understanding Sparse Filtering: A Theoretical Perspective Fabio Massimo Zennaro Ke Chen 11 36 0 29 Mar 2016
Image Super-Resolution via Dual-Dictionary Learning And Sparse Representation Jian Zhang Chen Zhao Ruiqin Xiong Siwei Ma Debin Zhao SupR 41 68 0 18 Aug 2012
Fast and Accurate Algorithms for Re-Weighted L1-Norm Minimization Ulugbek S. Kamilov Justin Romberg 50 97 0 03 Aug 2012
Fast L1-Minimization Algorithms For Robust Face Recognition An Yang Zihan Zhou Arvind Ganesh S. Shankar Sastry Yi Ma CVBM 70 266 0 21 Jul 2010