Spatiotemporal GMM for Background Subtraction with Superpixel Hierarchy
We propose a background subtraction algorithm using hierarchical superpixel segmentation, spanning trees and optical flow. First, we generate superpixel segmentation trees using a number of Gaussian Mixture Models (GMMs) by treating each GMM as one vertex to construct spanning trees. Next, we use th...
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Détails bibliographiques
| Publié dans: | IEEE transactions on pattern analysis and machine intelligence. - 1979. - 40(2018), 6 vom: 01. Juni, Seite 1518-1525
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| Auteur principal: |
Chen, Mingliang
(Auteur) |
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| Autres auteurs: |
Wei, Xing,
Yang, Qingxiong,
Li, Qing,
Wang, Gang,
Yang, Ming-Hsuan |
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| Format: | Article en ligne
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| Langue: | English |
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| Publié: |
2018
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| Accès à la collection: | IEEE transactions on pattern analysis and machine intelligence
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| Sujets: | Journal Article
Research Support, U.S. Gov't, Non-P.H.S.
Research Support, Non-U.S. Gov't |
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