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Disparity estimation using TI multi-wavelet transform

Bhatti, Asim, Nahavandi, Saeid and Zheng, Hong 2003, Disparity estimation using TI multi-wavelet transform, in InTech 03 : Proceedings of the Fourth International Conference on Intelligent Technologies, Chiang Mai University, Institute for Science and Technology Research and Development, Chiang Mai, Thailand, pp. 411-418.

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Title Disparity estimation using TI multi-wavelet transform
Author(s) Bhatti, AsimORCID iD for Bhatti, Asim orcid.org/0000-0001-6876-1437
Nahavandi, SaeidORCID iD for Nahavandi, Saeid orcid.org/0000-0002-0360-5270
Zheng, Hong
Conference name International Conference on Intelligent Technologies (4th : 2003 : Thailand)
Conference location Thailand
Conference dates 17-19 December 2003
Title of proceedings InTech 03 : Proceedings of the Fourth International Conference on Intelligent Technologies
Editor(s) Dhompongsa, Sompong
Publication date 2003
Conference series International Conference on Intelligent Technologies
Start page 411
End page 418
Total pages 8
Publisher Chiang Mai University, Institute for Science and Technology Research and Development
Place of publication Chiang Mai, Thailand
Keyword(s) TI DMWT
normalized correlation
geometric optimization
disparity
Summary A multi-resolution image matching technique based on translation invariant discrete multi-wavelet transform followed by a coarse to fine matching strategy is presented. The technique addresses the estimation of optimal corresponding points and the corresponding disparity maps in the presence of occlusion, ambiguity and illuminative variations in the two perspective views taken by two different cameras or at different lighting conditions. The problem of occlusion and ambiguity is addressed explicitly by a geometric optimization approach along with the uniqueness constraint whereas the illuminative variation is dealt with by using windowed normalized correlation on the discrete multi-wavelet coefficients.
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ISBN 9746581511
9789746581516
Language eng
Field of Research 091207 Metals and Alloy Materials
HERDC Research category E1 Full written paper - refereed
Free to Read? Yes
Persistent URL http://hdl.handle.net/10536/DRO/DU:30005260

Document type: Conference Paper
Collections: School of Engineering and Technology
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Every reasonable effort has been made to ensure that permission has been obtained for items included in DRO. If you believe that your rights have been infringed by this repository, please contact drosupport@deakin.edu.au.