Title :
Doubly-MRF stereo matching
Author :
Cheng, Li ; Caelli, Terry
Author_Institution :
Dept. of Comput. Sci., Alberta Univ., Edmonton, Alta., Canada
Abstract :
We examine a new double-layered Markov random field probabilistic framework for stereo matching and use belief propagation for approximate inference. Our initial experimental results are promising and future developments are discussed.
Keywords :
Markov processes; image matching; inference mechanisms; probability; stereo image processing; MRF stereo matching; approximate inference; belief propagation; double-layered Markov random field; probabilistic framework; Belief propagation; Councils; Equations; Image converters; Image segmentation; Inference algorithms; Markov random fields; Pixel;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 2003. Proceedings. (ICASSP '03). 2003 IEEE International Conference on
Print_ISBN :
0-7803-7663-3
DOI :
10.1109/ICASSP.2003.1199567
