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ICPR
2004
IEEE
15 years 11 months ago
A Pattern Synthesis Technique with an Efficient Nearest Neighbor Classifier for Binary Pattern Recognition
Important factors affecting the efficiency and performance of the nearest neighbor classifier (NNC) are space, classification time requirements and for high dimensional data, due ...
M. Narasimha Murty, P. Viswanath, Shalabh Bhatnaga...
JCC
2002
88views more  JCC 2002»
14 years 9 months ago
Pattern recognition strategies for molecular surfaces. I. Pattern generation using fuzzy set theory
: A new method for the characterization of molecules based on the model approach of molecular surfaces is presented. We use the topographical properties of the surface as well as t...
Thomas E. Exner, Matthias Keil, Jürgen Brickm...
EVOW
2007
Springer
15 years 3 months ago
An Online EHW Pattern Recognition System Applied to Face Image Recognition
An evolvable hardware (EHW) architecture for high-speed pattern recognition has been proposed. For a complex face image recognition task, the system demonstrates (in simulation) an...
Kyrre Glette, Jim Torresen, Moritoshi Yasunaga
PAMI
1998
134views more  PAMI 1998»
14 years 9 months ago
A Bayesian Framework for Deformable Pattern Recognition With Application to Handwritten Character Recognition
—Deformable models have recently been proposed for many pattern recognition applications due to their ability to handle large shape variations.These proposed approaches represent...
Kwok-Wai Cheung, Dit-Yan Yeung, Roland T. Chin
SSPR
1998
Springer
15 years 2 months ago
Modified Minimum Classification Error Learning and Its Application to Neural Networks
A novel method to improve the generalization performance of the Minimum Classification Error (MCE) / Generalized Probabilistic Descent (GPD) learning is proposed. The MCE/GPD learn...
Hiroshi Shimodaira, Jun Rokui, Mitsuru Nakai