Journal
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE
Volume 24, Issue 9, Pages 1291-1296Publisher
IEEE COMPUTER SOC
DOI: 10.1109/TPAMI.2002.1033221
Keywords
car tracking; hidden Markov model; image classification; image segmentation; wavelet coefficients
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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.
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