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
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;
Conference_Titel :
Image Information Processing (ICIIP), 2011 International Conference on
Conference_Location :
Shimla
Print_ISBN :
978-1-61284-859-4
DOI :
10.1109/ICIIP.2011.6108942