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» The Earth Mover's Distance under Transformation Sets
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ICCV
1999
IEEE
16 years 2 days ago
The Earth Mover's Distance under Transformation Sets
Scott D. Cohen, Leonidas J. Guibas
92
Voted
ESA
2005
Springer
105views Algorithms» more  ESA 2005»
15 years 3 months ago
Matching Point Sets with Respect to the Earth Mover's Distance
Let A and B be two sets of m resp. n weighted points in the plane, with m ≤ n. We present (1 + ) and (2+ )-approximation algorithms for the minimum Euclidean Earth Mover’s Dis...
Sergio Cabello, Panos Giannopoulos, Christian Knau...
CVPR
2008
IEEE
16 years 5 days ago
Approximate earth mover's distance in linear time
The earth mover's distance (EMD) [16] is an important perceptually meaningful metric for comparing histograms, but it suffers from high (O(N3 log N)) computational complexity...
Sameer Shirdhonkar, David W. Jacobs
ICCV
2009
IEEE
16 years 2 months ago
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-network of the EMD so that t...
Ofir Pele , Michael Werman
107
Voted
CORR
2011
Springer
214views Education» more  CORR 2011»
14 years 1 months ago
K-Median Clustering, Model-Based Compressive Sensing, and Sparse Recovery for Earth Mover Distance
We initiate the study of sparse recovery problems under the Earth-Mover Distance (EMD). Specifically, we design a distribution over m × n matrices A such that for any x, given A...
Piotr Indyk, Eric Price