Towards Efficient U-Nets : A Coupled and Quantized Approach
In this paper, we propose to couple stacked U-Nets for efficient visual landmark localization. The key idea is to globally reuse features of the same semantic meanings across the stacked U-Nets. The feature reuse makes each U-Net light-weighted. Specially, we propose an order- K coupling design to t...
Ausführliche Beschreibung
Bibliographische Detailangaben
Veröffentlicht in: | IEEE transactions on pattern analysis and machine intelligence. - 1979. - 42(2020), 8 vom: 01. Aug., Seite 2038-2050
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1. Verfasser: |
Tang, Zhiqiang
(VerfasserIn) |
Weitere Verfasser: |
Peng, Xi,
Li, Kang,
Metaxas, Dimitris N |
Format: | Online-Aufsatz
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Sprache: | English |
Veröffentlicht: |
2020
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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, U.S. Gov't, Non-P.H.S. |