Bag-of-Visual-Words, its Detectors and Descriptors; A Survey in Detail

Journal: Advances in Computer Science : an International Journal(ACSIJ) (Vol.4, No. 2)

Publication Date: 2015-03-31

Authors : Mehdi Faraji; Jamshid Shanbehzadeh;

Page : 8-20

Keywords : Bag-of-Visual-Word; BoVW; Interest Point; Image Classification; Object Recognition; Region-based Detectors and Descriptors; Moments; Covariant; Invariant; SIFT;

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Abstract

In this survey, we investigate the Bag-of-Visual-Word technique by an up-down strategy. At the beginning, we explain the general approach and functionality of the method and then we study the combination of various high level ideas and their consequent re ...

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Bag-of-Visual-Words, its Detectors and Descriptors; A Survey in Detail

Abstract

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