Decomposition into Low-rank plus Additive Matrices for Background/Foreground Separation: A Review for a Comparative Evaluation with a Large-Scale Dataset

4 November 2015

Papers citing "Decomposition into Low-rank plus Additive Matrices for Background/Foreground Separation: A Review for a Comparative Evaluation with a Large-Scale Dataset"

23 / 23 papers shown

Title
Learning Temporal Distribution and Spatial Correlation Towards Universal Moving Object Segmentation Guanfang Dong Chenqiu Zhao Xichen Pan Anup Basu VOS 16 3 0 19 Apr 2023
Graph CNN for Moving Object Detection in Complex Environments from Unseen Videos Jhony H. Giraldo S. Javed N. Werghi T. Bouwmans 6 26 0 13 Jul 2022
Smooth Robust Tensor Completion for Background/Foreground Separation with Missing Pixels: Novel Algorithm with Convergence Guarantee Bo Shen Weijun Xie Zhen Kong 32 8 0 29 Mar 2022
Video Big Data Analytics in the Cloud: A Reference Architecture, Survey, Opportunities, and Open Research Issues A. Alam I. Ullah Young-Koo Lee 28 22 0 16 Nov 2020
Moving Objects Detection with a Moving Camera: A Comprehensive Review Marie-Neige Chapel T. Bouwmans 19 93 0 15 Jan 2020
Deep Autoencoders with Value-at-Risk Thresholding for Unsupervised Anomaly Detection A. Akhriev Jakub Mareˇcek UQCV 24 4 0 09 Dec 2019
Error Bounded Foreground and Background Modeling for Moving Object Detection in Satellite Videos Junpeng Zhang X. Jia Jiankun Hu 14 49 0 26 Aug 2019
Background Subtraction in Real Applications: Challenges, Current Models and Future Directions T. Bouwmans B. G. García 19 269 0 11 Jan 2019
Learning to Detect Instantaneous Changes with Retrospective Convolution and Static Sample Synthesis Chao Chen Shenmin Zhang Cuibing Du 14 3 0 20 Nov 2018
Decentralized Dictionary Learning Over Time-Varying Digraphs Amir Daneshmand Ying Sun G. Scutari F. Facchinei Brian M. Sadler FedML 21 10 0 17 Aug 2018
A Nonconvex Projection Method for Robust PCA Aritra Dutta Filip Hanzely Peter Richtárik 12 24 0 21 May 2018
Comparative study of motion detection methods for video surveillance systems K. Sehairi F. Chouireb J. Meunier 11 45 0 16 Apr 2018
Sparse Principal Component Analysis via Variable Projection N. Benjamin Erichson Peng Zeng Krithika Manohar Steven L. Brunton J. Nathan Kutz Aleksandr Aravkin 20 118 0 01 Apr 2018
A Batch-Incremental Video Background Estimation Model using Weighted Low-Rank Approximation of Matrices Aritra Dutta Xin Li Peter Richtárik 18 13 0 02 Jul 2017
Camera-trap images segmentation using multi-layer robust principal component analysis Jhony-Heriberto Giraldo-Zuluaga Alexander Gómez Augusto Salazar A. Díaz-Pulido 25 31 0 27 Jan 2017
MPI-FAUN: An MPI-Based Framework for Alternating-Updating Nonnegative Matrix Factorization R. Kannan Grey Ballard Haesun Park 8 40 0 28 Sep 2016
Coherence Pursuit: Fast, Simple, and Robust Principal Component Analysis M. Rahmani George K. Atia 17 134 0 15 Sep 2016
Randomized Low-Rank Dynamic Mode Decomposition for Motion Detection N. Benjamin Erichson C. Donovan 13 68 0 11 Dec 2015
Smoothed Low Rank and Sparse Matrix Recovery by Iteratively Reweighted Least Squares Minimization Canyi Lu Zhouchen Lin Shuicheng Yan 49 135 0 29 Jan 2014
Discussion: Latent variable graphical model selection via convex optimization Emmanuel J. Candés Mahdi Soltanolkotabi 28 39 0 05 Nov 2012
Robust PCA and subspace tracking from incomplete observations using L0-surrogates Clemens Hage M. Kleinsteuber 38 40 0 02 Oct 2012
Learning Robust Low-Rank Representations Pablo Sprechmann A. Bronstein Guillermo Sapiro 39 10 0 27 Sep 2012
Sparse Bayesian Methods for Low-Rank Matrix Estimation S. D. Babacan M. Luessi Rafael Molina Aggelos K. Katsaggelos CML 81 285 0 25 Feb 2011