User: Guest  Login
Author(s):
Mohamed Souiai, Evgeny Strekalovskiy, Claudia Nieuwenhuis, Daniel Cremers 
Title:
Label Configuration Priors for Continuous Multi-Label Optimization 
Abstract:
We propose a general class of label configuration priors for continuous multi-label optimization problems. In contrast to MRF-based approaches, the proposed framework unifies label configuration energies such as minimum description length priors, co-occurrence priors and hierarchical label cost priors. Moreover, it does not require any preprocessing in terms of super-pixel estimation. All problems are solved using efficient primal-dual algorithms which scale better wi...    »
 
Keywords:
Multi Label Segmentation, Convex Relaxation, Co-Occurrence, Higher Order Priors, Convex Optimization 
Year:
2012 
Language:
en