FSpH: Fitted spectral hashing for efficient similarity search
Spectral hashing (SpH) is an efficient and simple binary hashing method, which assumes that data are sampled from a multidimensional uniform distribution. However, this assumption is too restrictive in practice. In this paper we propose an improved method, fitted spectral hashing (FSpH), to relax th...
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| Main Authors: | , , , , |
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| Format: | text |
| Language: | English |
| Published: |
Institutional Knowledge at Singapore Management University
2014
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| Subjects: | |
| Online Access: | https://ink.library.smu.edu.sg/sis_research/3947 https://ink.library.smu.edu.sg/context/sis_research/article/4949/viewcontent/FSpH_2014.pdf |
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| Institution: | Singapore Management University |
| Language: | English |