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ML
2000
ACM
103views Machine Learning» more  ML 2000»
15 years 10 days ago
Phase Transitions in Relational Learning
One of the major limitations of relational learning is due to the complexity of verifying hypotheses on examples. In this paper we investigate this task in light of recent publishe...
Attilio Giordana, Lorenza Saitta
115
Voted
TIP
1998
129views more  TIP 1998»
15 years 6 days ago
Minimax partial distortion competitive learning for optimal codebook design
— The design of the optimal codebook for a given codebook size and input source is a challenging puzzle that remains to be solved. The key problem in optimal codebook design is h...
Ce Zhu, Lai-Man Po
99
Voted
TROB
2002
140views more  TROB 2002»
15 years 6 days ago
Hormone-inspired adaptive communication and distributed control for CONRO self-reconfigurable robots
This paper presents a biologically inspired approach to two basic problems in modular self-reconfigurable robots: adaptive communication in self-reconfigurable and dynamic networks...
Wei-Min Shen, Behnam Salemi, Peter M. Will
PAMI
2007
134views more  PAMI 2007»
15 years 2 days ago
Spatio-Temporal Context for Robust Multitarget Tracking
—In multitarget tracking, the main challenge is to maintain the correct identity of targets even under occlusions or when differences between the targets are small. The paper pro...
Hieu Tat Nguyen, Qiang Ji, Arnold W. M. Smeulders
92
Voted
PRL
2007
209views more  PRL 2007»
15 years 2 days ago
Rigid and non-rigid face motion tracking by aligning texture maps and stereo 3D models
Accurate rigid and non-rigid tracking of faces is a challenging task in computer vision. Recently, appearance-based 3D face tracking methods have been proposed. These methods can ...
Fadi Dornaika, Angel Domingo Sappa