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» Decision Detection Using Hierarchical Graphical Models
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ICASSP
2011
IEEE
13 years 10 days ago
Decision tree-based context clustering based on cross validation and hierarchical priors
The standard, ad-hoc stopping criteria used in decision tree-based context clustering are known to be sub-optimal and require parameters to be tuned. This paper proposes a new app...
Heiga Zen, Mark J. F. Gales
FGR
2002
IEEE
185views Biometrics» more  FGR 2002»
14 years 1 months ago
Hand Gesture Recognition using Multi-Scale Colour Features, Hierarchical Models and Particle Filtering
This paper presents algorithms and a prototype system for hand tracking and hand posture recognition. Hand postures are represented in terms of hierarchies of multi-scale colour i...
Lars Bretzner, Ivan Laptev, Tony Lindeberg
APN
2008
Springer
13 years 10 months ago
Hierarchical Set Decision Diagrams and Automatic Saturation
Shared decision diagram representations of a state-space have been shown to provide efficient solutions for model-checking of large systems. However, decision diagram manipulation ...
Alexandre Hamez, Yann Thierry-Mieg, Fabrice Kordon
ICRA
2006
IEEE
103views Robotics» more  ICRA 2006»
14 years 2 months ago
A Time-budgeted Collision Detection Method
- Collision detection is a critical module in many applications such as computer graphics, robot motion planning, physical simulation, CAD/CAM, and molecular modeling. Many efficie...
Yu-Te Lin, Tsai-Yen Li
CVPR
2005
IEEE
14 years 10 months ago
Mixture Trees for Modeling and Fast Conditional Sampling with Applications in Vision and Graphics
We introduce mixture trees, a tree-based data-structure for modeling joint probability densities using a greedy hierarchical density estimation scheme. We show that the mixture tr...
Frank Dellaert, Vivek Kwatra, Sang Min Oh