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ICIP
2010
IEEE
13 years 2 months ago
Earth Mover Distance on superpixels
Earth Mover Distance (EMD) is a popular distance to compute distances between Probability Density Functions (PDFs). It has been successfully applied in a wide selection of problem...
Sylvain Boltz, Frank Nielsen, Stefano Soatto
ICCV
1999
IEEE
14 years 6 months ago
The Earth Mover's Distance under Transformation Sets
Scott D. Cohen, Leonidas J. Guibas
ICMCS
2006
IEEE
250views Multimedia» more  ICMCS 2006»
13 years 10 months ago
Adaptive Video News Story Tracking based on Earth Mover'S Distance
This paper proposes an adaptive system for video news story tracking based on the Earth Mover’s Distance (EMD). When an interesting story appears in the news, it is flagged man...
Mats Uddenfeldt, Keiichiro Hoashi, Kazunori Matsum...
ICCV
2001
IEEE
14 years 6 months ago
The Earth Mover's Distance is the Mallows Distance: Some Insights from Statistics
The Earth Mover's distance was first introduced as a purely empirical way to measure texture and color similarities. We show that it has a rigorous probabilistic interpretati...
Elizaveta Levina, Peter J. Bickel
ICMCS
2005
IEEE
178views Multimedia» more  ICMCS 2005»
13 years 10 months ago
On the Earth Mover's Distance as a histogram similarity metric for image retrieval
In this paper, the performance of the Earth Mover’s Distance (EMD) vs χ2 distance as histogram similarity metrics for image retrieval is evaluated experimentally. Ground truth ...
Zhenghua Yu, Gunawan Herman