DocumentCode
3075082
Title
Application of the Gibbs distribution to image segmentation
Author
Elliott, H. ; Derin, H. ; Cristi, R. ; Geman, D.
Author_Institution
University of Massachusetts, Amherst, MA
Volume
9
fYear
1984
fDate
30742
Firstpage
678
Lastpage
681
Abstract
This paper presents a new statistical approach to image segmentation. Making use of Gibbs distribution models of Markov random fields a dynamic programming based segmentation algorithm is developed. The algorithm is described in detail and examples are given.
Keywords
Application software; Dynamic programming; Heuristic algorithms; Image segmentation; Lattices; Layout; Markov random fields; Particle measurements; Probability distribution; Tellurium;
fLanguage
English
Publisher
ieee
Conference_Titel
Acoustics, Speech, and Signal Processing, IEEE International Conference on ICASSP '84.
Type
conf
DOI
10.1109/ICASSP.1984.1172637
Filename
1172637
Link To Document