DocumentCode :
2734655
Title :
Disparity estimation using fractional dual tree complex wavelet transform
Author :
Kumar, Sanoj ; Kumar, Sanjeev ; Sukavanam, Nagarajan ; Raman, Balasubramanian
Author_Institution :
Dept. of Math., Indian Inst. of Technol. Roorkee, Roorkee, India
fYear :
2011
fDate :
3-5 Nov. 2011
Firstpage :
1
Lastpage :
6
Abstract :
In this paper, a novel phase based approach using fractional dual tree complex wavelet transform (FrDT-CWT) is proposed for computing disparity flow from a given sequence of images. In the proposed approach, the complex valued function of an image using FrFT is obtained and phases are computed from the complex analytic signal. Disparity is then estimated as the optical flow using the phase difference method. The efficiency of the proposed algorithm is carried out by different experiments on synthetic as well as on realistic image sequences.
Keywords :
image sequences; trees (mathematics); wavelet transforms; FrDT-CWT; complex analytic signal; complex valued function; computer vision; disparity computation; disparity estimation; fractional dual tree complex wavelet transform; image sequences; optical flow; phase difference method; Continuous wavelet transforms; Discrete wavelet transforms; Estimation; Image sequences; Information processing;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Image Information Processing (ICIIP), 2011 International Conference on
Conference_Location :
Shimla
Print_ISBN :
978-1-61284-859-4
Type :
conf
DOI :
10.1109/ICIIP.2011.6108942
Filename :
6108942
Link To Document :
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