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Texture classification with ants
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Hussain, Arshad, Rajpoot, Nasir M. and Rajpoot, Kashif (2006) Texture classification with ants. In: IEEE International Conference on Image Processing (ICIP 2006), Georgia, USA, 8-11 Oct 2006. Published in: 2006 IEEE International Conference on Image Processing pp. 3013-3016. ISBN 1424404800. ISSN 1522-4880.
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Official URL: http://dx.doi.org/10.1109/ICIP.2006.312971
Abstract
In this paper, we present a novel texture classification algorithm inspired by the self-assembling behavior of real ants when building live structures with their bodies. The proposed algorithm employs dyadic Gabor filter banks for extracting discriminant features from images containing multiple textures not known to the algorithm. The feature space is clustered using the novel ant tree clustering (ATC) algorithm based on the similarity of ants carrying the feature vectors. The results thus obtained show promise of the proposed approach.
Item Type: | Conference Item (Paper) | ||||
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Subjects: | Q Science > QA Mathematics > QA76 Electronic computers. Computer science. Computer software | ||||
Divisions: | Faculty of Science, Engineering and Medicine > Science > Computer Science | ||||
Journal or Publication Title: | 2006 IEEE International Conference on Image Processing | ||||
Publisher: | IEEE | ||||
ISBN: | 1424404800 | ||||
ISSN: | 1522-4880 | ||||
Official Date: | 2006 | ||||
Dates: |
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Page Range: | pp. 3013-3016 | ||||
Status: | Peer Reviewed | ||||
Publication Status: | Published | ||||
Access rights to Published version: | Restricted or Subscription Access | ||||
Date of first compliant deposit: | 28 July 2016 | ||||
Conference Paper Type: | Paper | ||||
Title of Event: | IEEE International Conference on Image Processing (ICIP 2006) | ||||
Type of Event: | Conference | ||||
Location of Event: | Georgia, USA | ||||
Date(s) of Event: | 8-11 Oct 2006 | ||||
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