Atomic Representation-Based Classification : Theory, Algorithm, and Applications
Representation-based classification (RC) methods such as sparse RC (SRC) have attracted great interest in pattern recognition recently. Despite their empirical success, few theoretical results are reported to justify their effectiveness. In this paper, we establish the theoretical guarantees for a g...
Ausführliche Beschreibung
Bibliographische Detailangaben
| Veröffentlicht in: | IEEE transactions on pattern analysis and machine intelligence. - 1979. - 41(2019), 1 vom: 14. Jan., Seite 6-19
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| 1. Verfasser: |
Wang, Yulong
(VerfasserIn) |
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| Weitere Verfasser: |
Tang, Yuan Yan,
Li, Luoqing,
Chen, Hong,
Pan, Jianjia |
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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 pattern analysis and machine intelligence
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| Schlagworte: | Journal Article
Research Support, Non-U.S. Gov't |
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