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» Nonparametric Bayesian Image Segmentation
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ACL
2008
14 years 11 months ago
Unsupervised Multilingual Learning for Morphological Segmentation
For centuries, the deep connection between languages has brought about major discoveries about human communication. In this paper we investigate how this powerful source of inform...
Benjamin Snyder, Regina Barzilay
PR
2010
148views more  PR 2010»
14 years 7 months ago
Registration and interactive planar segmentation for stereo images of polyhedral scenes
We introduce a two-step iterative segmentation and registration method to find coplanar surfaces among stereo images of a polyhedral environment. The novelties of this paper are:...
Javier-Flavio Vigueras, Mariano Rivera
ACL
2008
14 years 11 months ago
Using Adaptor Grammars to Identify Synergies in the Unsupervised Acquisition of Linguistic Structure
Adaptor grammars (Johnson et al., 2007b) are a non-parametric Bayesian extension of Probabilistic Context-Free Grammars (PCFGs) which in effect learn the probabilities of entire s...
Mark Johnson
ICPR
2002
IEEE
15 years 10 months ago
Bayesian Marker Extraction for Color Watershed in Segmenting Microscopic Images
In this paper we study the ability of the cooperation of Bayesian color pixel classification in extracting seeds for color watershed. Using color pixel classification alone does n...
Olivier Lezoray, Hubert Cardot
ICCV
2007
IEEE
15 years 11 months ago
An Interactive Approach to Pose-Assisted and Appearance-based Segmentation of Humans
An interactive human segmentation approach is described. Given regions of interest provided by users, the approach iteratively estimates segmentation via a generalized EM algorith...
Zhe Lin, Larry S. Davis, David S. Doermann, Daniel...