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» Using Component Features for Face Recognition
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CIARP
2007
Springer
15 years 6 months ago
An Analysis of Automatic Gender Classification
Different researches suggest that inner facial features are not the only discriminative features for tasks such as person identification or gender classification. Indeed, they have...
Modesto Castrillón Santana, Quoc C. Vuong
ICMCS
2006
IEEE
208views Multimedia» more  ICMCS 2006»
15 years 8 months 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
2004
IEEE
16 years 3 months ago
Large Scale Feature Selection Using Modified Random Mutation Hill Climbing
Feature selection is a critical component of many pattern recognition applications. There are two distinct mechanisms for feature selection, namely the wrapper method and the filt...
Anil K. Jain, Michael E. Farmer, Shweta Bapna
AGENTS
1997
Springer
15 years 6 months ago
Modeling an Environment: Agents in Character Feature Extraction
A feature extraction system based on artificial life concepts is presented. The system provides automatic character feature extraction through the local actions of autonomous feat...
Lijia Zhou, Stan Franklin
SDM
2009
SIAM
161views Data Mining» more  SDM 2009»
15 years 11 months ago
Feature Weighted SVMs Using Receiver Operating Characteristics.
Support Vector Machines (SVMs) are a leading tool in classification and pattern recognition and the kernel function is one of its most important components. This function is used...
Shaoyi Zhang, M. Maruf Hossain, Md. Rafiul Hassan,...