Computing visual correspondence with occlusions using graph cuts
Kolmogorov V, Zabih R. 2001. Computing visual correspondence with occlusions using graph cuts. Proceedings of the 8th IEEE International Conference on Computer Vision. ICCV: International Conference on Computer Vision vol. 2, 508–515.
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Conference Paper
| Published
| English
Author
Kolmogorov, VladimirISTA;
Zabih, Ramin
Abstract
Several new algorithms for visual correspondence based on graph cuts [7, 14, 17] have recently been developed. While these methods give very strong results in practice, they do not handle occlusions properly. Specifically, they treat the two input images asymmetrically, and they do not ensure that a pixel corresponds to at most one pixel in the other image. In this paper, we present a new method which properly addresses occlusions, while preserving the advantages of graph cut algorithms. We give experimental results for stereo as well as motion, which demonstrate that our method performs well both at detecting occlusions and computing disparities.
Publishing Year
Date Published
2001-08-01
Proceedings Title
Proceedings of the 8th IEEE International Conference on Computer Vision
Volume
2
Page
508 - 515
Conference
ICCV: International Conference on Computer Vision
Conference Location
Vancouver, Canada
Conference Date
2001-07-07 – 2001-07-14
ISBN
IST-REx-ID
Cite this
Kolmogorov V, Zabih R. Computing visual correspondence with occlusions using graph cuts. In: Proceedings of the 8th IEEE International Conference on Computer Vision. Vol 2. IEEE; 2001:508-515. doi:10.1109/ICCV.2001.937668
Kolmogorov, V., & Zabih, R. (2001). Computing visual correspondence with occlusions using graph cuts. In Proceedings of the 8th IEEE International Conference on Computer Vision (Vol. 2, pp. 508–515). Vancouver, Canada: IEEE. https://doi.org/10.1109/ICCV.2001.937668
Kolmogorov, Vladimir, and Ramin Zabih. “Computing Visual Correspondence with Occlusions Using Graph Cuts.” In Proceedings of the 8th IEEE International Conference on Computer Vision, 2:508–15. IEEE, 2001. https://doi.org/10.1109/ICCV.2001.937668.
V. Kolmogorov and R. Zabih, “Computing visual correspondence with occlusions using graph cuts,” in Proceedings of the 8th IEEE International Conference on Computer Vision, Vancouver, Canada, 2001, vol. 2, pp. 508–515.
Kolmogorov V, Zabih R. 2001. Computing visual correspondence with occlusions using graph cuts. Proceedings of the 8th IEEE International Conference on Computer Vision. ICCV: International Conference on Computer Vision vol. 2, 508–515.
Kolmogorov, Vladimir, and Ramin Zabih. “Computing Visual Correspondence with Occlusions Using Graph Cuts.” Proceedings of the 8th IEEE International Conference on Computer Vision, vol. 2, IEEE, 2001, pp. 508–15, doi:10.1109/ICCV.2001.937668.
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