Title :
FFT-based disparity estimation for stereo image coding
Author :
Ahlvers, Udo ; Zoelzer, U. ; Rechmeier, S.
Author_Institution :
Dept. of Signal Processing & Commun., Univ. of the German Fed. Armed Forces, Hamburg, Germany
Abstract :
In stereovision systems, the depth information of objects in the scene can be obtained by estimating the disparity, i.e. the displacement of corresponding pixels in the image pair. In this paper a new FFT-based algorithm for disparity estimation is proposed. The phase difference between the two images is calculated at several frequencies for each pixel. These phase differences have a linear coherence which can be used to make the approach robust and to avoid local errors. The resulting disparity can then be estimated from the gradient of these phase differences. In the second part, these disparity maps are used for an efficient stereo image coding approach. Here, the transmission of both left and right image is not necessary. At the receiver, e.g. the right image can be reconstructed having only the left image and the disparity map.
Keywords :
fast Fourier transforms; image coding; image reconstruction; stereo image processing; FFT; disparity estimation; disparity map; image pair; image phase difference; image reconstruction; image transmission; linear coherence; object depth information; pixel displacement; stereo image coding; stereovision system; Frequency dependence; Frequency estimation; Image coding; Image reconstruction; Layout; Pixel; Robustness; Signal processing;
Conference_Titel :
Image Processing, 2003. ICIP 2003. Proceedings. 2003 International Conference on
Print_ISBN :
0-7803-7750-8
DOI :
10.1109/ICIP.2003.1247073