17 search results - page 1 / 4 » Unsupervised Texture Segmentation in a Deterministic Anneali... |
PAMI
1998
13 years 4 months ago
1998
EMMCVPR
1997
Springer
13 years 9 months ago
1997
Springer
Abstract. In this paper a rigorous mathematical framework of deterministic annealing and mean-field approximation is presented for a general class of partitioning, clustering and ...
ICIP
1997
IEEE
14 years 6 months ago
1997
IEEE
In this paper we introduce a novel optimization framework for hierarchical data clustering and apply it to the problem of unsupervised texture segmentation. The proposed objective...
DAGM
1998
Springer
13 years 9 months ago
1998
Springer
This paper introduces a novel statistical mixture model for probabilistic clustering of histogram data and, more generally, for the analysis of discrete co occurrence data. Adoptin...
CVPR
1999
IEEE
14 years 7 months ago
1999
IEEE
This paper introduces a novel statistical mixture model for probabilistic grouping of distributional histogram data. Adopting the Bayesian framework, we propose to perform anneale...