Compressive Online Video Background–Foreground Separation Using Multiple Prior Information and Optical Flow

Compressive Online Video Background–Foreground Separation Using Multiple Prior Information and Optical Flow

In the context of video background–foreground separation, we propose a compressive online Robust Principal Component Analysis (RPCA) with optical flow that separates recursively a sequence of video frames into foreground (sparse) and background (low-rank) components. This separation method...

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Bibliographic Details
Main Authors: Srivatsa Prativadibhayankaram, Huynh Van Luong, Thanh Ha Le, André Kaup
Format: Article
Language:English
Published: MDPI AG 2018-07-01
Series:Journal of Imaging
Subjects:
robust principal component analysis
video separation
compressive measurements
prior information
optical flow
motion estimation
motion compensation
Online Access:http://www.mdpi.com/2313-433X/4/7/90

Internet

http://www.mdpi.com/2313-433X/4/7/90

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