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CBIR approach to building image retrieval based on invariant characteristics in Hough domain
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Yuan, Xiang and Li, Chang-Tsun (2008) CBIR approach to building image retrieval based on invariant characteristics in Hough domain. In: 33rd IEEE International Conference on Acoustics, Speech and Signal Processing, Las Vegas, NV, Mar 31-Apr 04, 2008. Published in: IEEE International Conference on Acoustics, Speech and Signal Processing. Proceedings, Volume 1-12 pp. 1209-1212. ISBN 9781424414833. doi:10.1109/ICASSP.2008.4517833 ISSN 1520-6149.
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Official URL: http://dx.doi.org/10.1109/ICASSP.2008.4517833
Abstract
In this this paper, we propose two rotation and scale invariant features extracted from the Hough transform domain to guide a CBIR system in the search of relevant building images. Upon receiving a query image, the CBIR system transforms the edges detected from the query into the Hough domain with 180 degrees/bins. From each bin, the peak percentage and peak distance ratio are calculated. The circular correlations between the peak percentages and peak distance ratios across the 180 bins of the query image and those of the database images are then taken as the similarity measure for ranking the relevance of the database images to the query.
Item Type: | Conference Item (Paper) | ||||
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Subjects: | Q Science > QA Mathematics T Technology > TA Engineering (General). Civil engineering (General) |
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Divisions: | Faculty of Science, Engineering and Medicine > Science > Computer Science | ||||
Library of Congress Subject Headings (LCSH): | Content-based image retrieval, Image processing, Matching theory, Algorithms, Image processing -- Databases | ||||
Series Name: | International Conference on Acoustics Speech and Signal Processing (ICASSP) | ||||
Journal or Publication Title: | IEEE International Conference on Acoustics, Speech and Signal Processing. Proceedings | ||||
Publisher: | IEEE | ||||
ISBN: | 9781424414833 | ||||
ISSN: | 1520-6149 | ||||
Official Date: | 2008 | ||||
Dates: |
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Volume: | Volume 1-12 | ||||
Number of Pages: | 4 | ||||
Page Range: | pp. 1209-1212 | ||||
DOI: | 10.1109/ICASSP.2008.4517833 | ||||
Status: | Not Peer Reviewed | ||||
Publication Status: | Published | ||||
Access rights to Published version: | Restricted or Subscription Access | ||||
Conference Paper Type: | Paper | ||||
Title of Event: | 33rd IEEE International Conference on Acoustics, Speech and Signal Processing | ||||
Type of Event: | Conference | ||||
Location of Event: | Las Vegas, NV | ||||
Date(s) of Event: | Mar 31-Apr 04, 2008 |
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