Convolutional Prototype Network for Open Set Recognition
Despite the success of convolutional neural network (CNN) in conventional closed-set recognition (CSR), it still lacks robustness for dealing with unknowns (those out of known classes) in open environment. To improve the robustness of CNN in open-set recognition (OSR) and meanwhile maintain its high...
Ausführliche Beschreibung
Bibliographische Detailangaben
| Veröffentlicht in: | IEEE transactions on pattern analysis and machine intelligence. - 1979. - 44(2022), 5 vom: 01. Mai, Seite 2358-2370
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| 1. Verfasser: |
Yang, Hong-Ming
(VerfasserIn) |
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| Weitere Verfasser: |
Zhang, Xu-Yao,
Yin, Fei,
Yang, Qing,
Liu, Cheng-Lin |
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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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