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Shadows of moving objects often obstruct robust visual tracking. We propose an HMM-based segmentation method which classifies in real time each pixel or region into three categories: shadows, foreground, and background objects. In the case of traffic monitoring movies, the effectiveness of the proposed method has been proven through experimental results.

Original publication

DOI

10.1109/TPAMI.2002.1033221

Type

Journal article

Journal

IEEE Transactions on Pattern Analysis and Machine Intelligence

Publication Date

01/09/2002

Volume

24

Pages

1291 - 1296