Median filtering‐based methods for static background extraction from surveillance video

DOI10.1002/nla.1981zbMath1349.94023OpenAlexW2053906372MaRDI QIDQ5739729

Xinxin Li, Xiao-Ming Yuan, Michael Kwok-Po Ng

Publication date: 19 July 2016

Published in: Numerical Linear Algebra with Applications (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1002/nla.1981

zbMATH Keywords

singular value decompositionalternating direction method of multipliersvideo surveillancemedian filterbackground extraction

Mathematics Subject Classification ID

Numerical optimization and variational techniques (65K10) Image processing (compression, reconstruction, etc.) in information and communication theory (94A08)

Related Items

Dedication to Robert J. Plemmons, Global convergence of unmodified 3-block ADMM for a class of convex minimization problems, An improved total variation regularized RPCA for moving object detection with dynamic background, Multi-stage convex relaxation method for low-rank and sparse matrix separation problem, Two-stage convex relaxation approach to low-rank and sparsity regularized least squares loss, Alternating Direction Method of Multipliers for a Class of Nonconvex and Nonsmooth Problems with Applications to Background/Foreground Extraction

Uses Software

• Matlab
• PROPACK

Cites Work

• Unnamed Item
• Nonlinear total variation based noise removal algorithms
• A dual algorithm for the solution of nonlinear variational problems via finite element approximation
• A framework for robust subspace learning
• Multiplier and gradient methods
• On the $O(1/n)$ Convergence Rate of the Douglas–Rachford Alternating Direction Method
• Alternating Direction Method with Gaussian Back Substitution for Separable Convex Programming
• Recovering Low-Rank and Sparse Components of Matrices from Incomplete and Noisy Observations
• Robust principal component analysis?
• Rank-Sparsity Incoherence for Matrix Decomposition
• Deblurring Images
• De-noising by soft-thresholding
• Linearized augmented Lagrangian and alternating direction methods for nuclear norm minimization
• A splitting method for separable convex programming
• Patch-Based Background Initialization in Heavily Cluttered Video