We present a new algorithm for a robust family of Earth Mover's Distances - EMDs with thresholded ground distances. The algorithm transforms the flow-network of the EMD so that the number of edges is reduced by an order of magnitude. As a result, we compute the EMD by an order of magn...
Ofir Pele and Michael Werman. Fast and robust earth mover's distances.Proc. 2009 IEEE 12th Int. Conf. on Computer Vision, Kyoto, Japan, 2009, pp. 460-467. @INPROCEEDINGS{pele2009, title={Fast and robust earth mover's distances}, author={Pele, Ofir and Werman, Michael}, booktitle={200...
[8] O. Pele and M. Werman, "Fast and robust Earth Mover's Distances," 2009 IEEE 12th International Conference on Computer Vision, Kyoto, 2009, pp. 460-467. [9] Charlier, B., Feydy, J., Glaunès, J. A., Collin, F.-D. & Durif, G. Kernel Operations on the GPU, with Autodif...
(for example computed using the routine DAISY of Kaufman and Rousseeuw [15]), which requires O(n2) memory and typically for many popular distance functions in d dimensional data O(n2d) time to compute (but potentially much more for expensive distances such as earth mover’s distance also ...
Fast and robust Earth Mover's Distances We present a new algorithm for a robust family of Earth Mover's Distances - EMDs with thresholded ground distances. The algorithm transforms the flow-netwo... O Pele,M Werman - IEEE International Conference on Computer Vision...
Fast and robust Earth Mover's Distances We present a new algorithm for a robust family of Earth Mover's Distances - EMDs with thresholded ground distances. The algorithm transforms the flow-netwo... O Pele,M Werman - IEEE International Conference on Computer Vision...
Matching}, booktitle = {ECCV}, year = {2008} } Fast and Robust Earth Mover's Distances Ofir Pele, Michael Werman ICCV 2009 @INPROCEEDINGS{Pele-iccv2009, author = {Ofir Pele and Michael Werman}, title = {Fast and Robust Earth Mover's Distances}, booktitle = {ICCV}, year = {2009} ...
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Ofir Pele and Michael Werman. Fast and robust earth mover's distances. Proc. 2009 IEEE 12th Int. Conf. on Computer Vision, Kyoto, Japan, 2009, pp. 460-467.@INPROCEEDINGS{pele2009, title={Fast and robust earth mover's distances}, author={Pele, Ofir and Werman, Michael}, booktitle={...
Ofir Pele and Michael Werman. Fast and robust earth mover's distances. Proc. 2009 IEEE 12th Int. Conf. on Computer Vision, Kyoto, Japan, 2009, pp. 460-467.@INPROCEEDINGS{pele2009, title={Fast and robust earth mover's distances}, author={Pele, Ofir and Werman, Michael}, booktitle={...