Unmixing Convolutional Features for Crisp Edge Detection
This article presents a context-aware tracing strategy (CATS) for crisp edge detection with deep edge detectors, based on an observation that the localization ambiguity of deep edge detectors is mainly caused by the mixing phenomenon of convolutional neural networks: Feature mixing in edge classific...
Ausführliche Beschreibung
Bibliographische Detailangaben
| Veröffentlicht in: | IEEE transactions on pattern analysis and machine intelligence. - 1979. - 44(2022), 10 vom: 27. Okt., Seite 6602-6609
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| 1. Verfasser: |
Huan, Linxi
(VerfasserIn) |
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| Weitere Verfasser: |
Xue, Nan,
Zheng, Xianwei,
He, Wei,
Gong, Jianya,
Xia, Gui-Song |
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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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