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Intelligent Biometric System Using Soft Computing Tools
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Author(s): Anupam Shukla (ABV- Indian Institute of Information Technology and Management, India), Ritu Tiwari (ABV- Indian Institute of Information Technology and Management, India)and Chandra Prakash Rathore (ABV- Indian Institute of Information Technology and Management, India)
Copyright: 2011
Pages: 18
Source title:
Biomedical Engineering and Information Systems: Technologies, Tools and Applications
Source Author(s)/Editor(s): Anupam Shukla (ABV – Indian Institute of Information, India)and Ritu Tiwari (ABV – Indian Institute of Information, India)
DOI: 10.4018/978-1-61692-004-3.ch014
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Abstract
Biometric Systems verify the identity of a claimant based on the person’s physical attributes, such as voice, face or fingerprints. Its application areas include security applications, forensic work, law enforcement applications etc. This work presents a novel concept of applying Soft Computing Tools, namely Artificial Neural Networks and Neuro-Fuzzy System, for person identification using speech and facial features. The work is divided in four cases, which are Person Identification using speech biometrics, facial biometrics, fusion of speech and facial biometrics and finally fusion of optimized speech and facial biometrics.
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