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158
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EMMCVPR
2011
Springer
14 years 3 months ago
Multiple-Instance Learning with Structured Bag Models
Traditional approaches to Multiple-Instance Learning (MIL) operate under the assumption that the instances of a bag are generated independently, and therefore typically learn an in...
Jonathan Warrell, Philip H. S. Torr
146
Voted
IJAR
2010
152views more  IJAR 2010»
15 years 2 months ago
Structural-EM for learning PDG models from incomplete data
Probabilistic Decision Graphs (PDGs) are a class of graphical models that can naturally encode some context specific independencies that cannot always be efficiently captured by...
Jens D. Nielsen, Rafael Rumí, Antonio Salme...
111
Voted
FGR
2008
IEEE
142views Biometrics» more  FGR 2008»
15 years 10 months ago
Deformable Face Fitting with Soft Correspondence Constraints
Despite significant progress in deformable model fitting over the last decade, the problem of efficient and accurate person-independentface fitting remains a challenging probl...
Jason M. Saragih, Simon Lucey, Jeffrey F. Cohn
141
Voted
ACRI
2006
Springer
15 years 9 months ago
Modeling Robot Path Planning with CD++
Robotic systems are usually built as independent agents that collaborate to accomplish a specific task. Analysis of robot path planning consists of route planning and path generati...
Gabriel A. Wainer
131
Voted
ECCV
2004
Springer
16 years 5 months ago
Modeling and Synthesis of Facial Motion Driven by Speech
We introduce a novel approach to modeling the dynamics of human facial motion induced by the action of speech for the purpose of synthesis. We represent the trajectories of a numbe...
Payam Saisan, Alessandro Bissacco, Alessandro Chiu...