Toward Efficient Action Recognition : Principal Backpropagation for Training Two-Stream Networks
In this paper, we propose the novel principal backpropagation networks (PBNets) to revisit the backpropagation algorithms commonly used in training two-stream networks for video action recognition. We content that existing approaches always take all the frames/snippets for the backpropagation not op...
Ausführliche Beschreibung
Bibliographische Detailangaben
| Veröffentlicht in: | IEEE transactions on image processing : a publication of the IEEE Signal Processing Society. - 1992. - 28(2019), 4 vom: 29. Apr., Seite 1773-1782
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| 1. Verfasser: |
Huang, Wenbing
(VerfasserIn) |
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| Weitere Verfasser: |
Fan, Lijie,
Harandi, Mehrtash,
Ma, Lin,
Liu, Huaping,
Liu, Wei,
Gan, Chuang |
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| Format: | Online-Aufsatz
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| Sprache: | English |
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| Veröffentlicht: |
2019
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| Zugriff auf das übergeordnete Werk: | IEEE transactions on image processing : a publication of the IEEE Signal Processing Society
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| Schlagworte: | Journal Article |
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