Title :
Human Visual System and Wavelet Transform Based Disparity Estimation
Author :
Kumar, Sanoj ; Sukavanam, N. ; Raman, Balasubramanian ; Kumar, Sanjeev
Author_Institution :
Dept. of Math., Indian Inst. of Technol. Roorkee, Roorkee, India
Abstract :
In this paper, three new simple and efficient disparity estimation algorithms are proposed which are based on wavelet transform and human visual system. The core idea behind the proposed algorithms is to create a set of different left and right images followed by the disparity estimation from the different set. The obtained disparity from different left and right images are merged into a single more accurate disparity using human visual system model. Experiments with test and real stereo image pairs show the validity of the proposed method.
Keywords :
image processing; wavelet transforms; disparity estimation; human visual system; stereo image; wavelet transform; Cost function; Estimation; Humans; Stereo vision; Visual systems; Wavelet transforms; Disparity; NCC and NVF; SAD; SSD; Wavelets transform;
Conference_Titel :
Emerging Trends in Engineering and Technology (ICETET), 2011 4th International Conference on
Conference_Location :
Port Louis
Print_ISBN :
978-1-4577-1847-2
DOI :
10.1109/ICETET.2011.19