87 search results - page 1 / 18 » Incremental learning for segmentation in medical images |
ISBI
2006
IEEE
14 years 5 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...
DAGM
2010
Springer
13 years 5 months ago
2010
Springer
In this article we propose a method for parameter learning within the energy minimisation framework for segmentation. We do this in an incremental way where user input is required ...
MICCAI
2006
Springer
14 years 5 months ago
2006
Springer
The segmentation problem appears in most medical imaging applications. Many research groups are pushing toward a whole body segmentation based on atlases. With a similar objective,...
PR
2007
13 years 4 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 ...
CAIP
2001
Springer
13 years 9 months ago
2001
Springer
Abstract. Interaction increases flexibility of segmentation but it leads to undesirable behaviour of an algorithm if knowledge being requested is inappropriate. In region growing, ...