NDLI: SVD-SURF based fast and robust scene matching algorithm

Content Provider	IEEE Xplore Digital Library
Author	Li Yaojun Pan Quan Zhao Chunhui Liu Hui Zhang Jianghua
Copyright Year	2013
Description	Author affiliation: Sch. of Autom., Northwestern Polytech. Univ., Xi'an, China (Zhao Chunhui; Liu Hui) \|\| Electron. Eng. Res. Inst., Xi'an, China (Li Yaojun; Pan Quan; Zhang Jianghua)
Abstract	For position parameter estimation of aircraft, this dissertation presents a SVD-SURF-based wide-baseline robust scene matching algorithm. Firstly, we build SURF scale space based on the singular value features of real-time image and reference image. By using fast Hessian matrix maximum values, 64-dimensional SURF feature descriptors of aerial images were calculated. Then, based on the trace of the Hessian matrix, we complete feature points matching. Finally, by using RANSAC algorithm, we removed the outliers for accurate position estimation. Experiments with two real aerial image sequences show that this algorithm is robust to image rotation, scale transformation and noise.
Starting Page	5005
Ending Page	5010
File Size	408678
Page Count	6
File Format	PDF
ISBN	9789881563835
ISSN	19341768
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2013-07-26
Publisher Place	China
Access Restriction	Subscribed
Rights Holder	TCCT, CAA
Subject Keyword	SVD RANSAC SURF Automation Parameter estimation Abstracts Hessian matrix Aerospace electronics Scene matching Educational institutions Robustness Electronic mail
Content Type	Text
Resource Type	Article

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1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
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SVD-SURF based fast and robust scene matching algorithm