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» Optimal feature selection for support vector machines
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ICMCS
2007
IEEE
140views Multimedia» more  ICMCS 2007»
14 years 2 months ago
Suspicious Behavior Detection in Public Transport by Fusion of Low-Level Video Descriptors
Recently great interest has been shown in the visual surveillance of public transportation systems. The challenge is the automated analysis of passenger’s behaviors with a set o...
Dejan Arsic, Björn Schuller, Gerhard Rigoll
ICBA
2004
Springer
165views Biometrics» more  ICBA 2004»
14 years 1 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 ...
IPCV
2008
13 years 9 months ago
Neonatal Facial Pain Detection Using NNSOA and LSVM
- We report classification experiments using the pilot Infant COPE database of neonatal facial expressions. Two sets of DCT coeffiecents were used to train a neural network simulta...
Sheryl Brahnam, Loris Nanni, Randall S. Sexton
ICML
2006
IEEE
14 years 8 months ago
Concept boundary detection for speeding up SVMs
Support Vector Machines (SVMs) suffer from an O(n2 ) training cost, where n denotes the number of training instances. In this paper, we propose an algorithm to select boundary ins...
Navneet Panda, Edward Y. Chang, Gang Wu
MLDM
2009
Springer
14 years 2 months ago
A Two-fold PCA-Approach for Inter-Individual Recognition of Emotions in Natural Walking
This paper describes recognition of emotions of an unkown person during natural walking. As gait data is redundant, high dimensional and variable, effective feature extraction is ...
Michelle Karg, Robert Jenke, Kolja Kühnlenz, ...