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CVPR
2011
IEEE
13 years 2 months ago
Random Field Topic Model for Semantic Region Analysis in Crowded Scenes from Tracklets
In this paper, a Random Field Topic (RFT) model is proposed for semantic region analysis from motions of objects in crowded scenes. Different from existing approaches of learning ...
Bolei Zhou, Xiaogang Wang
CVPR
2008
IEEE
14 years 9 months ago
Latent topic random fields: Learning using a taxonomy of labels
An important problem in image labeling concerns learning with images labeled at varying levels of specificity. We propose an approach that can incorporate images with labels drawn...
Xuming He, Richard S. Zemel
ICDM
2009
IEEE
183views Data Mining» more  ICDM 2009»
13 years 5 months ago
Multirelational Topic Models
In this paper we propose the multirelational topic model (MRTM) for multiple types of link modeling such as citation and coauthor links in document networks. In the citation networ...
Jia Zeng, William K. Cheung, Chun-hung Li, Jiming ...
CVPR
2008
IEEE
14 years 9 months ago
A conditional random field for automatic photo editing
Matthew Brand, Patrick Pletscher
ICCV
2005
IEEE
14 years 9 months ago
Scale-Invariant Contour Completion Using Conditional Random Fields
Xiaofeng Ren, Charless Fowlkes, Jitendra Malik