497 search results - page 10 / 100 » Image Segmentation as Learning on Hypergraphs |
75
Voted
PR
2007
14 years 9 months ago
2007
In this paper, we propose a robust incremental learning framework for accurate skin region segmentation in real-life images. The proposed framework is able to automatically learn ...
ISBI
2006
IEEE
15 years 10 months ago
2006
IEEE
Hand-coded vision systems are problematic in complex medical domains and are hard to change as new information emerges. Knowledge-Engineering and Machine Learning approaches to in...
IBPRIA
2007
Springer
15 years 3 months ago
2007
Springer
Abstract. This paper presents a new Bayesian approach to hyperspectral image segmentation that boosts the performance of the discriminative classifiers. This is achieved by combin...
111
click to vote
MICCAI
2007
Springer
15 years 10 months ago
2007
Springer
Abstract. We introduce a non-linear shape prior for the deformable model framework that we learn from a set of shape samples using recent manifold learning techniques. We model a c...
CVPR
2003
IEEE
15 years 11 months ago
2003
IEEE
This paper studies the problem of combining region and boundary cues for natural image segmentation. We employ a large database of manually segmented images in order to learn an o...