Unsupervised Deep Learning of Compact Binary Descriptors

Binary descriptors have been widely used for efficient image matching and retrieval. However, most existing binary descriptors are designed with hand-craft sampling patterns or learned with label annotation provided by datasets. In this paper, we propose a new unsupervised deep learning approach, ca...

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Veröffentlicht in:IEEE transactions on pattern analysis and machine intelligence. - 1979. - 41(2019), 6 vom: 20. Juni, Seite 1501-1514
1. Verfasser: Kevin Lin (VerfasserIn)
Weitere Verfasser: Jiwen Lu, Chu-Song Chen, Jie Zhou, Ming-Ting Sun
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2019
Zugriff auf das übergeordnete Werk:IEEE transactions on pattern analysis and machine intelligence
Schlagworte:Journal Article