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ICAISC
2004
Springer
15 years 11 months ago
Relevance LVQ versus SVM
Abstract. The support vector machine (SVM) constitutes one of the most successful current learning algorithms with excellent classification accuracy in large real-life problems an...
Barbara Hammer, Marc Strickert, Thomas Villmann
159
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ICBA
2004
Springer
165views Biometrics» more  ICBA 2004»
15 years 11 months ago
Multi-unit Iris Recognition System by Image Check Algorithm
In this paper, we propose the iris recognition system, which can select the good quality data between left and right eye images of same person. Although iris recognition system has...
Jain Jang, Kang Ryoung Park, Jinho Son, Yillbyung ...
ICMI
2004
Springer
281views Biometrics» more  ICMI 2004»
15 years 11 months ago
Articulatory features for robust visual speech recognition
Visual information has been shown to improve the performance of speech recognition systems in noisy acoustic environments. However, most audio-visual speech recognizers rely on a ...
Kate Saenko, Trevor Darrell, James R. Glass
169
Voted
IDEAL
2004
Springer
15 years 11 months ago
Kernel Density Construction Using Orthogonal Forward Regression
Abstract— The paper presents an efficient construction algorithm for obtaining sparse kernel density estimates based on a regression approach that directly optimizes model gener...
Sheng Chen, Xia Hong, Chris J. Harris
150
Voted
IEAAIE
2004
Springer
15 years 11 months ago
Recognition of Emotional States in Spoken Dialogue with a Robot
For flexible interactions between a robot and humans, we address the issue of automatic recognition of human emotions during the interaction such as embarrassment, pleasure, and af...
Kazunori Komatani, Ryosuke Ito, Tatsuya Kawahara, ...