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137
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ICMCS
2006
IEEE
86views Multimedia» more  ICMCS 2006»
16 years 5 days ago
Robust Speaker Recognition using SNR-Aware Subspace-Based Enhancement and Probabilistic SVMs
In this paper, we present a robust text-independent speaker recognition system. The proposed system mainly includes an SNR-aware subspace-based enhancement technique and probabili...
Jia-Ching Wang, Jhing-Fa Wang, Wai-He Kuok, Hsiao ...
ICMCS
2006
IEEE
89views Multimedia» more  ICMCS 2006»
16 years 5 days ago
Shot and Scoring Events Identification of Basketball Videos
This paper presents a novel semantic-oriented video analysis system for the basketball game videos. Based on Bayesian Belief Network (BBN), it may bridge this gap between the low-...
Chung-Lin Huang, Huang-Chia Shih, Ching-Lun Chen
155
Voted
ICMCS
2006
IEEE
208views Multimedia» more  ICMCS 2006»
16 years 5 days ago
An Automatic Classification System Applied in Medical Images
In this paper, a multi-class classification system is developed for medical images. We have mainly explored ways to use different image features, and compared two classifiers: Pri...
Bo Qiu, Chang Xu, Qi Tian
ICPR
2006
IEEE
16 years 5 days ago
Class Separability in Spaces Reduced By Feature Selection
We investigated the geometrical complexity of several high-dimensional, small sample classification problems and its changes due to two popular feature selection procedures, forw...
Erinija Pranckeviciene, TinKam Ho, Ray L. Somorjai
171
Voted
IJCNN
2006
IEEE
16 years 5 days ago
Leave-One-Out Cross-Validation Based Model Selection Criteria for Weighted LS-SVMs
Abstract— While the model parameters of many kernel learning methods are given by the solution of a convex optimisation problem, the selection of good values for the kernel and r...
Gavin C. Cawley