Weakly-Supervised Hashing in Kernel Space

The explosive growth of the vision data motivates the recent studies on efficient data indexing methods such as locality-sensitive hashing (LSH). Most existing approaches perform hashing in an unsupervised way. In this paper we move one step forward and propose a supervised hashing method, i.e., the...

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Bibliographic Details
Main Authors: MU, Yadong, SHEN, Jialie, YAN, Shuicheng
Format: text
Language:English
Published: Institutional Knowledge at Singapore Management University 2010
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Online Access:https://ink.library.smu.edu.sg/sis_research/513
https://ink.library.smu.edu.sg/context/sis_research/article/1512/viewcontent/Weakly_supervisedHashingKernelSpace_2010.pdf
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Institution: Singapore Management University
Language: English