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Journal article

An HMM-based segmentation method for traffic monitoring movies

Abstract:
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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Publisher copy:
10.1109/TPAMI.2002.1033221

Authors


Journal:
IEEE Transactions on Pattern Analysis and Machine Intelligence
Volume:
24
Issue:
9
Pages:
1291-1296
Publication date:
2002-09-05
DOI:
ISSN:
0162-8828
URN:
uuid:7b87d69e-3896-4b55-a767-a6ce3768fea8
Source identifiers:
439075
Local pid:
pubs:439075

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