Jointly Learning Deep Features, Deformable Parts, Occlusion and Classification for Pedestrian Detection
Feature extraction, deformation handling, occlusion handling, and classification are four important components in pedestrian detection. Existing methods learn or design these components either individually or sequentially. The interaction among these components is not yet well explored. This paper p...
Ausführliche Beschreibung
Bibliographische Detailangaben
| Veröffentlicht in: | IEEE transactions on pattern analysis and machine intelligence. - 1979. - 40(2018), 8 vom: 28. Aug., Seite 1874-1887
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| 1. Verfasser: |
Ouyang, Wanli
(VerfasserIn) |
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| Weitere Verfasser: |
Zhou, Hui,
Li, Hongsheng,
Li, Quanquan,
Yan, Junjie,
Wang, Xiaogang |
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| Format: | Online-Aufsatz
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| Sprache: | English |
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| Veröffentlicht: |
2018
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| Zugriff auf das übergeordnete Werk: | IEEE transactions on pattern analysis and machine intelligence
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| Schlagworte: | Journal Article
Research Support, Non-U.S. Gov't |
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