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» A Framework to Decompose GSPN Models
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FGR
2008
IEEE
254views Biometrics» more  FGR 2008»
13 years 8 months ago
Design sparse features for age estimation using hierarchical face model
A key point in automatic age estimation is to design feature set essential to age perception. To achieve this goal, this paper builds up a hierarchical graphical face model for fa...
Jin-Li Suo, Tianfu Wu, Song Chun Zhu, Shiguang Sha...
JMLR
2006
148views more  JMLR 2006»
13 years 7 months ago
Walk-Sums and Belief Propagation in Gaussian Graphical Models
We present a new framework based on walks in a graph for analysis and inference in Gaussian graphical models. The key idea is to decompose the correlation between each pair of var...
Dmitry M. Malioutov, Jason K. Johnson, Alan S. Wil...
ICSE
2001
IEEE-ACM
13 years 12 months ago
JMOCHA: A Model Checking Tool that Exploits Design Structure
Mocha is a model checker based on the theme of exploiting design modularity: instead of manipulating unstructured state-transition graphs, it supports the hierarchical modeling fra...
Rajeev Alur, Luca de Alfaro, Radu Grosu, Thomas A....
IKE
2007
13 years 9 months ago
A Set-Theoretic Data Model For Evolving Database Environments
The paper presents an integrated set-theoretic data model that offers a framework for defining a unified schema for any database environment. We utilise the concepts ”entity...
Emmanuel J. Yannakoudakis, Panagiotis Andrikopoulo...
CVPR
2010
IEEE
13 years 7 months ago
Robust RVM regression using sparse outlier model
Kernel regression techniques such as Relevance Vector Machine (RVM) regression, Support Vector Regression and Gaussian processes are widely used for solving many computer vision p...
Kaushik Mitra, Ashok Veeraraghavan, Rama Chellappa