Abstract
We propose a method for the simultaneous construction of multiple image segmentations by combining a recently proposed “convolution of mixtures of Gaussians” model with a multi-layer hidden Markov random field structure. The resulting method constructs for a single image several, alternative segmentations that capture different structural elements of the image. We also apply the method to collections of images with identical pixel dimensions, which we call image stacks. Here it turns out that the method is able to both identify groups of similar images in the stack, and to provide segmentations that represent the main structures in each group.
Originalsprog | Engelsk |
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Titel | ICPRAM 2014 - International Conference on Pattern Recognition Applications and Methods |
Forlag | SCITEPRESS Digital Library |
Publikationsdato | 2014 |
Sider | 5-13 |
DOI | |
Status | Udgivet - 2014 |
Begivenhed | ICPRAM 2014 - International Conference on Pattern Recognition Applications and Methods - Angers, Loire Valley, Frankrig Varighed: 6 mar. 2014 → 8 mar. 2014 Konferencens nummer: 3rd |
Konference
Konference | ICPRAM 2014 - International Conference on Pattern Recognition Applications and Methods |
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Nummer | 3rd |
Land/Område | Frankrig |
By | Angers, Loire Valley |
Periode | 06/03/2014 → 08/03/2014 |