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Classification and evaluation of cost aggregation methods for stereo correspondence

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4 Author(s)
Tombari, F. ; Dept. of Electron. Comput. Sci. & Syst., Bologna Univ., Bologna ; Mattoccia, S. ; Di Stefano, L. ; Addimanda, E.

In the last decades several cost aggregation methods aimed at improving the robustness of stereo correspondence within local and global algorithms have been proposed. Given the recent developments and the lack of an appropriate comparison, in this paper we survey, classify and compare experimentally on a standard data set the main cost aggregation approaches proposed in literature. The experimental evaluation addresses both accuracy and computational requirements, so as to outline the best performing methods under these two criteria.

Published in:

Computer Vision and Pattern Recognition, 2008. CVPR 2008. IEEE Conference on

Date of Conference:

23-28 June 2008