DocumentCode :
427147
Title :
Local earth mover´s distance and face warping [multimedia object distance measure]
Author :
Srinivasan, S.H.
Author_Institution :
Appl. Res. Group, Satyam Comput. Services Ltd., Bangalore
Volume :
2
fYear :
2004
fDate :
30-30 June 2004
Firstpage :
1227
Abstract :
Earth mover´s distance is one of the recently proposed distance measures in multimedia. Though attractive, the earth mover´s distance is computationally complex. In this paper, we propose a local earth mover´s distance which reduces the size of the linear program used by exploiting locality constraints. The speedup and approximation capabilities of the local earth mover´s distance are demonstrated. The local earth mover´s distance is then applied to warping face images
Keywords :
image morphing; linear programming; multimedia computing; EMD; LEMD approximation; face image warping; histogram distance computation; linear programming problem; local earth mover´s distance; locality constraints; multimedia object distance measure; signature distance computation; Computational modeling; Costs; Earth; Euclidean distance; Histograms; Image motion analysis; Linear programming; Polynomials; Transportation; Vectors;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Multimedia and Expo, 2004. ICME '04. 2004 IEEE International Conference on
Conference_Location :
Taipei
Print_ISBN :
0-7803-8603-5
Type :
conf
DOI :
10.1109/ICME.2004.1394443
Filename :
1394443
Link To Document :
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