Invention Grant
- Patent Title: Method of performing facial recognition using genetically modified fuzzy linear discriminant analysis
- Patent Title (中): 使用遗传修正模糊线性判别分析进行面部识别的方法
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Application No.: US13084406Application Date: 2011-04-11
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Publication No.: US08478005B2Publication Date: 2013-07-02
- Inventor: Amar Khoukhi , Syed Faraz Ahmed
- Applicant: Amar Khoukhi , Syed Faraz Ahmed
- Applicant Address: SA Dhahran
- Assignee: King Fahd University of Petroleum and Minerals
- Current Assignee: King Fahd University of Petroleum and Minerals
- Current Assignee Address: SA Dhahran
- Agent Richard C. Litman
- Main IPC: G06K9/00
- IPC: G06K9/00
Abstract:
The method of performing facial recognition using genetic algorithm-modified fuzzy linear discriminant analysis (LDA) is based on the Fisherface LDA, with a modification being made in calculation of the membership function. Particularly, the membership function is computed using a pair of parameters α and β, which are optimized by a genetic algorithm in order to minimize the recognition error.
Public/Granted literature
- US20120257798A1 METHOD OF PERFORMING FACIAL RECOGNITION USING GENETICALLY MODIFIED FUZZY LINEAR DISCRIMINANT ANALYSIS Public/Granted day:2012-10-11
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