DocumentCode
3191126
Title
Voronoi pyramids and Hopfield networks
Author
Bischof, Horst ; Bertin, Etienne ; Bertolino, Pascal
Author_Institution
Dept. of Pattern Recognition & Image Process., Tech. Univ. Wien, Austria
fYear
1994
fDate
9-13 Oct 1994
Firstpage
330
Abstract
Presents an algorithm for image segmentation with irregular pyramids. Instead of starting with the original pixel grid, the authors first apply an adaptive Voronoi tessellation to the image. For irregular pyramid construction the authors present a Hopfield neural network which controls the decimation process. The validity of the authors´ approach is demonstrated by several examples in image segmentation
Keywords
image segmentation; Hopfield networks; Voronoi pyramids; adaptive Voronoi tessellation; decimation process; image segmentation; irregular pyramids; Convergence; Hopfield neural networks; Image processing; Image segmentation; Joining processes; Laboratories; Pattern recognition; Pixel; Process control;
fLanguage
English
Publisher
ieee
Conference_Titel
Pattern Recognition, 1994. Vol. 3 - Conference C: Signal Processing, Proceedings of the 12th IAPR International Conference on
Conference_Location
Jerusalem
Print_ISBN
0-8186-6275-1
Type
conf
DOI
10.1109/ICPR.1994.577192
Filename
577192
Link To Document