Title :
A fast graph cut algorithm for disparity estimation
Author :
Chou, Cheng-Wei ; Tsai, Jang-Jer ; Hang, Hsueh-Ming ; Lin, Hung-Chih
Author_Institution :
Dept. of Electron. Eng., Nat. Chiao-Tung Univ., Hsinchu, Taiwan
Abstract :
In this paper, we propose a fast graph cut (GC) algorithm for disparity estimation. Two accelerating techniques are suggested: one is the early termination rule, and the other is prioritizing the α-β swap pair search order. Our simulations show that the proposed fast GC algorithm outperforms the original GC scheme by 210% in the average computation time while its disparity estimation quality is almost similar to that of the original GC.
Keywords :
graph theory; stereo image processing; video coding; a-β swap; disparity estimation; fast graph cut algorithm; free viewpoint television; FTV; disparity estimation; graph cut; stereo correspondence;
Conference_Titel :
Picture Coding Symposium (PCS), 2010
Conference_Location :
Nagoya
Print_ISBN :
978-1-4244-7134-8
DOI :
10.1109/PCS.2010.5702499