Image retrieval with the use of Bag of Words and structural analysis

The paper considers task of image retrieval with the use of Bag of Words (BoW). The significant improvement in robustness is achieved by using fast and robust algorithm of structural verification based on Hough transform of parameters of keypoint matches.

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Bibliographic Details
Published in:Journal of physics. Conference series 2016-08, Vol.735 (1), p.12004
Main Author: Malashin, R
Format: Article
Language:English
Subjects:
Algorithms
Hough transformation
Image management
Image retrieval
Physics
Structural analysis
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Description
Summary:The paper considers task of image retrieval with the use of Bag of Words (BoW). The significant improvement in robustness is achieved by using fast and robust algorithm of structural verification based on Hough transform of parameters of keypoint matches.
ISSN:1742-6588
1742-6596
DOI:10.1088/1742-6596/735/1/012004