|Title of host publication||IEEE International Conference on Image Processing (ICIP), Greece, October, 2001|
|Publisher or commissioning body||Institute of Electrical and Electronics Engineers (IEEE)|
|Publication date||Oct 2001|
|Pages||153 - 156|
|Conference||International Conference on Image Processing, 2001 (ICIP 2001)|
|Period||1/10/01 → …|
A new genetic algorithm-based optimisation technique for stereo matching using complex conjugate wavelet pyramids is proposed. Reliable disparity fields are estimated in the wavelet domain with low computational cost. The new cost function is composed of the differences in wavelet coefficient values, plus vertical discontinuity and ordering constraints. Within homogenous regions, smoothness constraints on the disparity field are also employed. A genetic algorithm is used, where previously estimated vectors at the former image hierarchy are used to predict the corresponding search space of chromosomes, and to correct each newly calculated set of disparity vectors. This significantly reduces computational complexity compared to other methods, whilst maintaining robust performance
Rose publication type: Conference contribution
Sponsorship: This work was supported by the Virtual Centre of Excellence in Digital Broadcasting and Multimedia Technology Ltd. Acknowledgement also goes to the
University of Tsukuba, Japan for use of their imagery in this paper
This material is posted here with permission of the IEEE. Such permission of the IEEE does not in any way imply IEEE endorsement of any of the University of Bristol's products or services. Internal or personal use of this material is permitted. However, permission to reprint/republish this material for advertising or promotional purposes or for creating new collective works for resale or redistribution must be obtained from the IEEE by writing to email@example.com.
By choosing to view this document, you agree to all provisions of the copyright laws protecting it.
International Conference on Image Processing, 2001 (ICIP 2001)
|Duration||1 Oct 2001 → …|