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Multi Local Feature Selection Using Genetic Algorithm For ...
Multi Local Feature Selection Using Genetic Algorithm For Face Identification. Article ... most of face recognition algorithms need more than one training sample per target. In these applications ...
 MULTI LOCAL FEATURE SELECTION USING GENETIC ALGORITHM FOR ...
MULTI LOCAL FEATURE SELECTION USING GENETIC ALGORITHM FOR FACE IDENTIFICATION Dzulkifli Mohamad 1 1Falkuti Sains Komputer dan Sistem Maklumat Universiti Teknologi Malaysia, 81310 UTM Skudai, Johor, Malaysia Tel: 07 - 553 3333 x 32314, E-mail: dzulkifli@utm.my Abstract Face recognition is a biometric authentication method that
Dzulkifli Mohammad MULTI LOCAL FEATURE SELECTION USING ...
This paper presents an improved offline face recognition algorithm based on a multi-local feature selection approach for grayscale images. The approach taken in this work consists of five stages, namely face detection, facial feature (eyes, nose and mouth) extraction, moment generation, facial feature classification and face identification....
Optimization of Feature Selection in Face Recognition ...
Face recognition system Differential evolution Local directional pattern (LDP) Multi-support vector machine (m-SVM) Genetic algorithm Feature selection This is a preview of subscription content, log in to check access.
Multilocal feature selection using genetic algorithm for ...
This paper presents an improved offline face recognition algorithm based on a multi-local feature selection approach for grayscale images. The approach taken in this work consists of five stages, namely face detection, facial feature (eyes, nose and mouth) extraction, moment generation, facial feature classification and face identification....
Multi Local Feature Selection Using Genetic Algorithm For Face
BibTeX @MISC{_multilocal, author = {}, title = {Multi Local Feature Selection Using Genetic Algorithm For Face}, year = {}}
Infrared face recognition based on local binary pattern ...
Feature selection algorithm based on multi-objective genetic algorithm (MOGA) is proposed to analyze and discard patterns that are not relevant to the recognition task. The experimental results demonstrate the infrared face recognition method based on LBP+MOGA proposed outperforms the traditional methods based on LBP or PCA+LDA....
Face Recognition System Using Genetic Algorithm ...
The compiled results for all databases are shown in Table 1-3. The results clearly shows that the recognition rate of Genetic algorithm are better than the PCA and LDA in case of ORL, UMIST and Indbase databases. Genetic algorithms has higher face recognition rate than the PCA and LDA. Although PCA method has recognition rate are better than LDA....
Feature Selection Using Genetic Algorithms for the ...
Feature Selection Using Genetic Algorithms for the Generation of a Recognition and Classification of Children Activities Model Using Environmental Sound Antonio García-Dominguez , 1 Carlos E. Galván-Tejada , 1 Laura A. Zanella-Calzada , 1 Hamurabi Gamboa-Rosales , 1 Jorge I. Galván-Tejada , 2 José M. Celaya-Padilla , 1 Huizilopoztli Luna ......
Interest points reduction using evolutionary algorithms ...
Face recognition has become a fundamental biometric tool that ensures identification of people. Besides a high computational cost, it constitutes an open problem for identifying faces under ideal conditions as well as those under general conditions. Though the advent of high memory and inexpensive computer technologies has made the implementation of face recognition possible in several devices ......
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