Sciweavers

DAGM
2010
Springer

Incremental Learning in the Energy Minimisation Framework for Interactive Segmentation

13 years 11 months ago
Incremental Learning in the Energy Minimisation Framework for Interactive Segmentation
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 for resolving segmentation ambiguities. Whereas most other interactive learning approaches focus on learning appearance characteristics only, our approach is able to cope with learning prior terms; in particular the Potts terms in binary image segmentation. The artificial as well as real examples illustrate the applicability of the approach.
Denis Kirmizigül, Dmitrij Schlesinger
Added 06 Dec 2010
Updated 06 Dec 2010
Type Conference
Year 2010
Where DAGM
Authors Denis Kirmizigül, Dmitrij Schlesinger
Comments (0)