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A Novel Fast and Robust Binary Affine Invariant Descriptor for Image Matching
Joint Authors
Qu, Xiujie
Zhou, Mengzhe
Zhao, Fei
Huo, Haili
Source
Mathematical Problems in Engineering
Issue
Vol. 2014, Issue 2014 (31 Dec. 2014), pp.1-7, 7 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2014-03-04
Country of Publication
Egypt
No. of Pages
7
Main Subjects
Abstract EN
As the current binary descriptors have disadvantages of high computational complexity, no affine invariance, and the high false matching rate with viewpoint changes, a new binary affine invariant descriptor, called BAND, is proposed.
Different from other descriptors, BAND has an irregular pattern, which is based on local affine invariant region surrounding a feature point, and it has five orientations, which are obtained by LBP effectively.
Ultimately, a 256 bits binary string is computed by simple random sampling pattern.
Experimental results demonstrate that BAND has a good matching result in the conditions of rotating, image zooming, noising, lighting, and small-scale perspective transformation.
It has better matching performance compared with current mainstream descriptors, while it costs less time.
American Psychological Association (APA)
Qu, Xiujie& Zhao, Fei& Zhou, Mengzhe& Huo, Haili. 2014. A Novel Fast and Robust Binary Affine Invariant Descriptor for Image Matching. Mathematical Problems in Engineering،Vol. 2014, no. 2014, pp.1-7.
https://search.emarefa.net/detail/BIM-447967
Modern Language Association (MLA)
Qu, Xiujie…[et al.]. A Novel Fast and Robust Binary Affine Invariant Descriptor for Image Matching. Mathematical Problems in Engineering No. 2014 (2014), pp.1-7.
https://search.emarefa.net/detail/BIM-447967
American Medical Association (AMA)
Qu, Xiujie& Zhao, Fei& Zhou, Mengzhe& Huo, Haili. A Novel Fast and Robust Binary Affine Invariant Descriptor for Image Matching. Mathematical Problems in Engineering. 2014. Vol. 2014, no. 2014, pp.1-7.
https://search.emarefa.net/detail/BIM-447967
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-447967