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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Veröffentlicht in:	IEEE transactions on pattern analysis and machine intelligence Jg. 37; H. 11; S. 2304 - 2316
Hauptverfasser:	Heo, Jae-Pil, Lee, Youngwoon, He, Junfeng, Chang, Shih-Fu, Yoon, Sung-Eui
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	United States IEEE 01.11.2015
Schlagworte:	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-Zugang:	Volltext
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