Kernel Coding: General Formulation and Special Cases

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Summary

This work introduces a general coding formulation that englobes the most popular techniques, such as bag of words, sparse coding and locality-based coding, and shows how this formulation and its special cases can be kernelized.

Type
preprint
Published
2014-08-29
Cited by
0
References
42
Access
Open access

Keywords

Computer science, Artificial intelligence, Coding (social sciences), Reproducing kernel Hilbert space, Pattern recognition (psychology)

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