9 search results - page 1 / 2 » The Earth Mover's Distance is the Mallows Distance: Some Ins... |
79
Voted
ICCV
2001
IEEE
16 years 26 days ago
2001
IEEE
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...
95
Voted
ICIP
2010
IEEE
14 years 9 months ago
2010
IEEE
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...
82
Voted
CVPR
2008
IEEE
16 years 28 days ago
2008
IEEE
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...
92
Voted
APJOR
2010
14 years 11 months ago
2010
Earth mover's distance (EMD for short) is a perceptually meaningful dissimilarity measure between histograms. The computation of EMD reduces to a network flow optimization pro...
103
Voted
PVLDB
2010
14 years 5 months ago
2010
Probabilistic data is coming as a new deluge along with the technical advances on geographical tracking, multimedia processing, sensor network and RFID. While similarity search is...