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» Modeling Discriminative Global Inference
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ICCV
2007
IEEE
13 years 9 months ago
Probabilistic Linear Discriminant Analysis for Inferences About Identity
Many current face recognition algorithms perform badly when the lighting or pose of the probe and gallery images differ. In this paper we present a novel algorithm designed for th...
Simon J. D. Prince, James H. Elder
BIOINFORMATICS
2006
100views more  BIOINFORMATICS 2006»
13 years 5 months ago
Inferring global levels of alternative splicing isoforms using a generative model of microarray data
Ofer Shai, Quaid Morris, Benjamin J. Blencowe, Bre...
ACCV
2009
Springer
13 years 12 months ago
Lorentzian Discriminant Projection and Its Applications
This paper develops a supervised dimensionality reduction method, Lorentzian Discriminant Projection (LDP), for discriminant analysis and classification. Our method represents the...
Risheng Liu, Zhixun Su, Zhouchen Lin, Xiaoyu Hou
JAIR
2008
136views more  JAIR 2008»
13 years 5 months ago
Global Inference for Sentence Compression: An Integer Linear Programming Approach
Sentence compression holds promise for many applications ranging from summarization to subtitle generation. Our work views sentence compression as an optimization problem and uses...
James Clarke, Mirella Lapata
CVPR
2009
IEEE
15 years 11 days ago
Observe Locally, Infer Globally: a Space-Time MRF for Detecting Abnormal Activities with Incremental Updates
We propose a space-time Markov Random Field (MRF) model to detect abnormal activities in video. The nodes in the MRF graph correspond to a grid of local regions in the video fra...
Jaechul Kim (University of Texas at Austin), Krist...