Intelligent Biometric Techniques in Fingerprint and Face Recognition
L.C. Jain
ISBN 10: 0849320550 ISBN 13: 9780849320552
Published by Taylor & Francis Inc Jun 1999, 1999
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Neuware - The tremendous world-wide interest in intelligent biometric techniques in fingerprint and face recognition is fueled by the myriad of potential applications, including banking and security systems. This growing interest poses new challenges to the fields of expert systems, neural networks, fuzzy systems, and evolutionary computing, which offer the advantages of learning abilities and human-like behavior. Intelligent Biometric Techniques in Fingerprint and Face Recognition presents a thorough treatment of established and emerging applications and techniques relevant to this field. TOC:Introduction to Fingerprint Recognition.- Fingerprint Feature Processing Techniques and Poroscopy.- Fingerprint Sub-Classification: A Neural Network Approach.- A Gabor Filter-Based Method for Fingerprint Identification.- Minutiae Extraction and Filtering from Gray-Scale Images.- Feature Selective Filtering for Ridge Extraction.- Introduction to Face Recognition.- Neural Networks for Face Recognition.- Face Unit Radial Basis Function Networks.- Face Recognition from Correspondence Maps.- Face Recognition by Elastic Bunch Graph Matching.- Facial Expression Synthesis Using Radial Basis Function Networks.- Recognition of Facial Expressions and Its Application to Human Computer Interaction. Seller Inventory # 9780849320552
Synopsis:
The tremendous world-wide interest in intelligent biometric techniques in fingerprint and face recognition is fueled by the myriad of potential applications, including banking and security systems, and limited only by the imaginations of scientists and engineers. This growing interest poses new challenges to the fields of expert systems, neural networks, fuzzy systems, and evolutionary computing, which offer the advantages of learning abilities and human-like behavior. Authored by a panel of international experts, this book presents a thorough treatment of established and emerging applications and techniques relevant to this field.
About the Author: Shigeyoshi Tsutsui
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Bibliographic Details
Title: Intelligent Biometric Techniques in ...
Publisher: Taylor & Francis Inc Jun 1999
Publication Date: 1999
Binding: Buch
Condition: Neu