Spherical Hashing: Binary Code Embedding with Hyperspheres

Many binary code embedding schemes have been actively studied recently, since they can provide efficient similarity search, and compact data representations suitable for handling large scale image databases. Existing binary code embedding techniques encode high-dimensional data by using hyperplane-b...

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Bibliographic Details

Published in:	IEEE transactions on pattern analysis and machine intelligence Vol. 37; no. 11; pp. 2304 - 2316
Main Authors:	Heo, Jae-Pil, Lee, Youngwoon, He, Junfeng, Chang, Shih-Fu, Yoon, Sung-Eui
Format:	Journal Article
Language:	English
Published:	United States IEEE 01.11.2015
Subjects:	Binary codes Hamming distance hashing Image databases Kernel Large-scale image search Measurement Optimization Quantization (signal) Hashing binary codes large-scale image search
ISSN:	0162-8828, 2160-9292, 1939-3539
Online Access:	Get full text
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