Minimizing Reconstruction Bias Hashing via Joint Projection Learning and Quantization
Hashing, a widely-studied solution to the approximate nearest neighbor (ANN) search, aims to map data points in the high-dimensional Euclidean space to the low-dimensional Hamming space while preserving the similarity between original points. As directly learning binary codes can be NP-hard due to d...
Ausführliche Beschreibung
Bibliographische Detailangaben
Veröffentlicht in: | IEEE transactions on image processing : a publication of the IEEE Signal Processing Society. - 1992. - (2018) vom: 21. März
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1. Verfasser: |
Duan, Ling-Yu
(VerfasserIn) |
Weitere Verfasser: |
Wu, Yuwei,
Huang, Yicheng,
Wang, Zhe,
Yuan, Junsong,
Gao, Wen |
Format: | Online-Aufsatz
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Sprache: | English |
Veröffentlicht: |
2018
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Zugriff auf das übergeordnete Werk: | IEEE transactions on image processing : a publication of the IEEE Signal Processing Society
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Schlagworte: | Journal Article |