Talks and Poster Presentations (with Proceedings-Entry):
A. Hosni, M. Gelautz, M. Bleyer:
"Accuracy-Efficiency Evaluation of Adaptive Support Weight Techniques For Local Stereo Matching";
Poster: Joint 34th DAGM and 36th OAGM Symposium,
Graz;
2012-08-28
- 2012-08-31; in: "Proc. of the Joint 34th DAGM and 36th OAGM Symposium",
Springer,
LNCS 7476
(2012),
ISBN: 978-3-642-32716-2;
337
- 346.
English abstract:
Adaptive support weight (ASW) strategies in local stereo
matching have recently attracted many researchers due to their compelling results. In this paper, we present an evaluation study that focuses on weight computation methods that have been suggested in the most recent literature. We implemented 9 ASW stereo methods and tested them on all (35) ground truth test stereo image pairs of the Middlebury benchmark. Our evaluation considers both the accuracy of the matching process and the computational efficiency of its GPU implementation. According to our results, high-quality matching results at real-time processing speeds can be achieved by using the guided image filter weights.
Keywords:
stereo matching
"Official" electronic version of the publication (accessed through its Digital Object Identifier - DOI)
http://dx.doi.org/10.1007/978-3-642-32717-9_34
Electronic version of the publication:
http://link.springer.com/chapter/10.1007%2F978-3-642-32717-9_34#
Created from the Publication Database of the Vienna University of Technology.