Intelligent Biometric Techniques in Fingerprint and Face Recognition

1. Auflage 1999
ISBN: 978-0-8493-2055-2
Verlag: Taylor & Francis

Buch, Englisch, 474 Seiten, Format (B × H): 156 mm x 234 mm, Gewicht: 798 g

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.

Zielgruppe

Researchers, scientists, practicing engineers and students interested in developing successful fingerprint and face recognition systems

Autoren/Hrsg.

Jain, L.C.

Halici, U.

Hayashi, I.

Lee, S.B.

Tsutsui, Shigeyoshi

Fachgebiete

• Mathematik | Informatik EDV | Informatik Informatik Künstliche Intelligenz
• Mathematik | Informatik EDV | Informatik Informatik Bildsignalverarbeitung
• Technische Wissenschaften Sonstige Technologien | Angewandte Technik Signalverarbeitung, Bildverarbeitung, Scanning

Inhaltsverzeichnis

Introduction to Fingerprint Recognition, U. Halici, L.C. Jain, and A. Erol
Fingerprint Feature Processing Techniques and Poroscopy, A.R. Roddy and J.D. Stosz
Fingerprint Sub-Classification: A Neural Network Approach, G.A. Drets and H.G. Leljecstroem
A Gabor Filter-Based Method for Fingerprint Identification, Y. Hamamoto
Minutiae Extraction and Filtering from Gray-Scale Images, D. Maio and D. Maltoni
Feature Selective Filtering for Ridge Extraction, A. Erol, U. Halici, and G. Ongun
Introduction to Face Recognition, A.J. Howell
Neural Networks for Face Recognition, A.S. Pandya and R.R. Szabo
Face Unit Radial Basis Function Networks, A.J. Howell
Face Recognition from Correspondence Maps, R.P. Wurtz
Face Recognition by Elastic Bunch Graph Matching, L. Wiskott, J.-M. Fellous, N. Kruger, and C. von der Malsburg
Facial Expression Synthesis Using Radial Basis Function Networks, I. King and X.Q. Li
Recognition of Facial Expressions and Its Application to Human Computer Interaction, T. Onisawa and S. Kitazake

Über Autor(innen)

Shigeyoshi Tsutsui