DocumentCode
2390958
Title
Robust relaxation method for structural matching under uncertainty
Author
Horiuchi, Takahiko ; Yamamoto, Kazuhiko ; Yamada, Hiromitsu
Author_Institution
Inst. of Inf. Sci. & Electron., Tsukuba Univ., Ibaraki, Japan
Volume
2
fYear
1996
fDate
25-29 Aug 1996
Firstpage
176
Abstract
Probabilistic relaxation labeling processes have been widely used in many different fields including image processing, pattern recognition, and artificial intelligence. However it is impossible to express conviction degrees to be related to human subjectivity. We propose a novel relaxation scheme called “robust relaxation” for structural matching under uncertainty. Since this method is constructed on the Dempster-Shafer measure, the above problem can be solved
Keywords
pattern recognition; probability; uncertainty handling; Dempster-Shafer measure; artificial intelligence; conviction degrees; human subjectivity; image processing; pattern recognition; robust relaxation method; structural matching under uncertainty; Art; Labeling; Layout; Relaxation methods; Robustness; Tiles; Uncertainty;
fLanguage
English
Publisher
ieee
Conference_Titel
Pattern Recognition, 1996., Proceedings of the 13th International Conference on
Conference_Location
Vienna
ISSN
1051-4651
Print_ISBN
0-8186-7282-X
Type
conf
DOI
10.1109/ICPR.1996.546747
Filename
546747
Link To Document