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» A Topological Approach to Recognition
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ECCV
2008
Springer
16 years 2 months ago
Training Hierarchical Feed-Forward Visual Recognition Models Using Transfer Learning from Pseudo-Tasks
Abstract. Building visual recognition models that adapt across different domains is a challenging task for computer vision. While feature-learning machines in the form of hierarchi...
Amr Ahmed, Kai Yu, Wei Xu, Yihong Gong, Eric P. Xi...
ICIP
2001
IEEE
16 years 2 months ago
A comparison of discrete and continuous output modeling techniques for a pseudo-2D hidden Markov model face recognition system
Face recognition has become an important topic within the field of pattern recognition and computer vision. In this field a number of different approaches to feature extraction, m...
Frank Wallhoff, Stefan Eickeler, Gerhard Rigoll
114
Voted
FGR
2008
IEEE
288views Biometrics» more  FGR 2008»
15 years 7 months ago
Face recognition with temporal invariance: A 3D aging model
The variation caused by aging has not received adequate attention compared with pose, lighting, and expression variations. Aging is a complex process that affects both the 3D shap...
Unsang Park, Yiying Tong, Anil K. Jain
108
Voted
IROS
2007
IEEE
250views Robotics» more  IROS 2007»
15 years 7 months ago
Multi-cue 3D object recognition in knowledge-based vision-guided humanoid robot system
— A vision based object recognition subsystem on knowledge-based humanoid robot system is presented. Humanoid robot system for real world service application must integrate an ob...
Kei Okada, Mitsuharu Kojima, Satoru Tokutsu, Toshi...
96
Voted
DEBS
2010
ACM
15 years 4 months ago
Logic-based representation, reasoning and machine learning for event recognition
Today’s organisations require techniques for automated transformation of the large data volumes they collect during their operations into operational knowledge. This requirement...
Alexander Artikis, Georgios Paliouras, Franç...