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
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