Concepedia

Foreground Detection via Robust Low Rank Matrix Factorization including Spatial Constraint with Iterative Reweighted Regression

Charles Guyon, Thierry Bouwmans, El-Hadi Zahzah

HAL (Le Centre pour la Communication Scientifique Directe) · 2012 · 17 citations · 10 references

Open access

Concepts

ComputingComputer ScienceComputer VisionMachine VisionSpatial AnalysisDimensionality ReductionMatrix FactorizationMotion EstimationObject DetectionPrincipal Component AnalysisVideo AnalysisForeground-background SeparationLow-rank Matrix FactorizationLow-rank OptimizationMinimizationPrincipal ComponentsRobust Matrix FactorizationRobust Principal Component AnalysisSpatial Constraint Optimization

Abstract

International audience

References

10

Robust principal component analysis?

Emmanuel J. Candès, Xiaodong Li, Yi Ma et al. · Journal of the ACM · 2011 · 6.9K citations

Computing, Computer Science, Computer Vision +16

Wallflower: principles and practice of background maintenance

Kentaro Toyama, John Krumm, Barry Brumitt et al. · 1999 · 1.7K citations

Computing, Computer Science, Computer Vision +15

Robust Principal Component Analysis: Exact Recovery of Corrupted Low-Rank Matrices via Convex Optimization

John Wright, Arvind Ganesh, Shankar Rao et al. · IDEALS (University of Illinois Urbana-Champaign) · 2009 · 1.4K citations · Full text

Computing, Bioinformatics, Computer Science +17

Iteratively reweighted least squares minimization for sparse recovery

Ingrid Daubechies, Ronald DeVore, Massimo Fornasier et al. · Communications on Pure and Applied Mathematics · 2009 · 1.3K citations · Full text

Computing, Computer Science, Mathematics +17

Statistical Modeling of Complex Backgrounds for Foreground Object Detection

Weimin Huang, Irene Yu‐Hua Gu, Qi Tian · IEEE Transactions on Image Processing · 2004 · 1K citations

Computing, Computer Science, Computer Vision +11