PASS : Patch Automatic Skip Scheme for Efficient On-Device Video Perception
Real-time video perception tasks are often challenging on resource-constrained edge devices due to the issues of accuracy drop and hardware overhead, where saving computations is the key to performance improvement. Existing methods either rely on domain-specific neural chips or priorly searched mode...
Ausführliche Beschreibung
Bibliographische Detailangaben
| Veröffentlicht in: | IEEE transactions on pattern analysis and machine intelligence. - 1979. - 46(2024), 5 vom: 03. Apr., Seite 3938-3954
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| 1. Verfasser: |
Zhou, Qihua
(VerfasserIn) |
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| Weitere Verfasser: |
Guo, Song,
Pan, Jun,
Liang, Jiacheng,
Guo, Jingcai,
Xu, Zhenda,
Zhou, Jingren |
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| Format: | Online-Aufsatz
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| Sprache: | English |
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| Veröffentlicht: |
2024
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| Zugriff auf das übergeordnete Werk: | IEEE transactions on pattern analysis and machine intelligence
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| Schlagworte: | Journal Article |
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