A Dynamic Frame Selection Framework for Fast Video Recognition
We introduce AdaFrame, a conditional computation framework that adaptively selects relevant frames on a per-input basis for fast video recognition. AdaFrame, which contains a Long Short-Term Memory augmented with a global memory to provide context information, operates as an agent to interact with v...
Ausführliche Beschreibung
Bibliographische Detailangaben
| Veröffentlicht in: | IEEE transactions on pattern analysis and machine intelligence. - 1979. - 44(2022), 4 vom: 07. Apr., Seite 1699-1711
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| 1. Verfasser: |
Wu, Zuxuan
(VerfasserIn) |
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| Weitere Verfasser: |
Li, Hengduo,
Xiong, Caiming,
Jiang, Yu-Gang,
Davis, Larry S |
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| Format: | Online-Aufsatz
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| Sprache: | English |
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| Veröffentlicht: |
2022
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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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