Inequality-Constrained RPCA for Shadow Removal and Foreground Detection

State-of-the-art background subtraction and foreground detection methods still face a variety of challenges, including illumination changes, camouflage, dynamic backgrounds, shadows, intermittent object motion. Detection of foreground elements via the robust principal component analysis (RPCA) metho...

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Veröffentlicht in:	IEICE Transactions on Information and Systems 2015/06/01, Vol.E98.D(6), pp.1256-1259
Hauptverfasser:	LI, Hang, ZHANG, Yafei, WANG, Jiabao, XU, Yulong, LI, Yang, PAN, Zhisong
Format:	Artikel
Sprache:	eng
Schlagworte:	ADMM Dynamical systems Dynamics Exact solutions foreground detection Illumination Inequalities inequality constraint Mathematical analysis Multipliers robust PCA shadow removal Shadows
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