DocumentCode
1117606
Title
Semantic Description of Aerial Images Using Stochastic Labeling
Author
Faugeras, Olivier D. ; Price, Keith E.
Author_Institution
MEMBER, IEEE, Image Processing Institute, University of Southern California, Los Angeles, CA 90007; Institut National de Recherche en Informatique et en Automatique, Le Chesnay, France.
Issue
6
fYear
1981
Firstpage
633
Lastpage
642
Abstract
This paper discusses the application of stochastic labeling to a general symbolic image description problem. A method used to compute initial likelihoods and compatibilities is described. It was derived from an earlier symbolic matching procedure, but was modified to provide the data needed for application of the labeling method. This labeling procedure differs from simpler ones, in that it minimizes a global criterion at each iteration. This technique is compared to other matching methods, and results on two scenes are presented.
Keywords
Humans; Image analysis; Image processing; Image segmentation; Labeling; Laboratories; Layout; Monitoring; Shape measurement; Stochastic processes; Computer vision; relaxation; scene matching;
fLanguage
English
Journal_Title
Pattern Analysis and Machine Intelligence, IEEE Transactions on
Publisher
ieee
ISSN
0162-8828
Type
jour
DOI
10.1109/TPAMI.1981.4767164
Filename
4767164
Link To Document