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...

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Bibliographische Detailangaben
Veröffentlicht in:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society. - 1992. - (2018) vom: 21. März
1. Verfasser: Duan, Ling-Yu (VerfasserIn)
Weitere Verfasser: Wu, Yuwei, Huang, Yicheng, Wang, Zhe, Yuan, Junsong, Gao, Wen
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2018
Zugriff auf das übergeordnete Werk:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society
Schlagworte:Journal Article