An HMM-based segmentation method for traffic monitoring movies
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 propo...
| Main Authors: | , , , , |
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| Format: | Journal article |
| Language: | English |
| Published: |
2002
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| _version_ | 1797077441311670272 |
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| author | Kato, J Watanabe, T Joga, S Rittscher, J Blake, A |
| author_facet | Kato, J Watanabe, T Joga, S Rittscher, J Blake, A |
| author_sort | Kato, J |
| collection | OXFORD |
| description | 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. |
| first_indexed | 2024-03-07T00:18:02Z |
| format | Journal article |
| id | oxford-uuid:7b87d69e-3896-4b55-a767-a6ce3768fea8 |
| institution | University of Oxford |
| language | English |
| last_indexed | 2024-03-07T00:18:02Z |
| publishDate | 2002 |
| record_format | dspace |
| spelling | oxford-uuid:7b87d69e-3896-4b55-a767-a6ce3768fea82022-03-26T20:51:12ZAn HMM-based segmentation method for traffic monitoring moviesJournal articlehttp://purl.org/coar/resource_type/c_dcae04bcuuid:7b87d69e-3896-4b55-a767-a6ce3768fea8EnglishSymplectic Elements at Oxford2002Kato, JWatanabe, TJoga, SRittscher, JBlake, AShadows 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. |
| spellingShingle | Kato, J Watanabe, T Joga, S Rittscher, J Blake, A An HMM-based segmentation method for traffic monitoring movies |
| title | An HMM-based segmentation method for traffic monitoring movies |
| title_full | An HMM-based segmentation method for traffic monitoring movies |
| title_fullStr | An HMM-based segmentation method for traffic monitoring movies |
| title_full_unstemmed | An HMM-based segmentation method for traffic monitoring movies |
| title_short | An HMM-based segmentation method for traffic monitoring movies |
| title_sort | hmm based segmentation method for traffic monitoring movies |
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