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NECO
2010
136views more  NECO 2010»
14 years 9 months ago
Learning to Represent Spatial Transformations with Factored Higher-Order Boltzmann Machines
To allow the hidden units of a restricted Boltzmann machine to model the transformation between two successive images, Memisevic and Hinton (2007) introduced three-way multiplicat...
Roland Memisevic, Geoffrey E. Hinton
PAAMS
2010
Springer
14 years 9 months ago
ASGARD - A Graphical Monitoring Tool for Distributed Agent Infrastructures
Abstract Monitoring the runtime behaviour of a distributed agent system for debugging or demonstration purposes provides a challenge to agent system developers. As a lot of the com...
Jakob Tonn, Silvan Kaiser
PAMI
2010
127views more  PAMI 2010»
14 years 9 months ago
The Structure of Multiplicative Motions in Natural Imagery
—A theoretical investigation of the frequency structure of multiplicative image motion signals is presented, e.g., as associated with translucency phenomena. Previous work has cl...
Konstantinos G. Derpanis, Richard P. Wildes
PAMI
2010
164views more  PAMI 2010»
14 years 9 months ago
Large-Scale Discovery of Spatially Related Images
— We propose a randomized data mining method that finds clusters of spatially overlapping images. The core of the method relies on the min-Hash algorithm for fast detection of p...
Ondrej Chum, Jiri Matas
PAMI
2010
188views more  PAMI 2010»
14 years 9 months ago
A Unified Probabilistic Framework for Spontaneous Facial Action Modeling and Understanding
—Facial expression is a natural and powerful means of human communication. Recognizing spontaneous facial actions, however, is very challenging due to subtle facial deformation, ...
Yan Tong, Jixu Chen, Qiang Ji
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