Face Recognition

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  • Topic: Facial recognition system, Automatic identification and data capture, Hidden Markov model
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  • Published : April 16, 2013
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REVIEWS, REFINEMENTS AND NEW IDEAS IN FACE RECOGNITION
Edited by Peter M. Corcoran

Reviews, Refinements and New Ideas in Face Recognition Edited by Peter M. Corcoran

Published by InTech Janeza Trdine 9, 51000 Rijeka, Croatia Copyright © 2011 InTech All chapters are Open Access articles distributed under the Creative Commons Non Commercial Share Alike Attribution 3.0 license, which permits to copy, distribute, transmit, and adapt the work in any medium, so long as the original work is properly cited. After this work has been published by InTech, authors have the right to republish it, in whole or part, in any publication of which they are the author, and to make other personal use of the work. Any republication, referencing or personal use of the work must explicitly identify the original source. Statements and opinions expressed in the chapters are these of the individual contributors and not necessarily those of the editors or publisher. No responsibility is accepted for the accuracy of information contained in the published articles. The publisher assumes no responsibility for any damage or injury to persons or property arising out of the use of any materials, instructions, methods or ideas contained in the book. Publishing Process Manager Mirna Cvijic Technical Editor Teodora Smiljanic Cover Designer Jan Hyrat Image Copyright hfng, 2010. Used under license from Shutterstock.com First published July, 2011 Printed in Croatia A free online edition of this book is available at www.intechopen.com Additional hard copies can be obtained from orders@intechweb.org

Reviews, Refinements and New Ideas in Face Recognition, Edited by Peter M. Corcoran p. cm. ISBN 978-953-307-368-2

free online editions of InTech Books and Journals can be found at www.intechopen.com

Contents
Preface IX Part 1 Chapter 1 Statistical Face Models & Classifiers A Review of Hidden Markov Models in Face Recognition 3 Claudia Iancu and Peter M. Corcoran GMM vs SVM for Face Recognition and Face Verification 29 Jesus Olivares-Mercado, Gualberto Aguilar-Torres, Karina Toscano-Medina, Mariko Nakano-Miyatake and Hector Perez-Meana New Principles in Algorithm Design for Problems of Face Recognition 49 Vitaliy Tayanov A MANOVA of LBP Features for Face Recognition 75 Yuchun Fang, Jie Luo, Gong Cheng, Ying Tan and Wang Dai Face Recognition with Infrared Imaging 93 Recent Advances on Face Recognition Using Thermal Infrared Images 95 César San Martin, Roberto Carrillo, Pablo Meza, Heydi Mendez-Vazquez, Yenisel Plasencia, Edel García-Reyes and Gabriel Hermosilla Thermal Infrared Face Recognition – a Biometric Identification Technique for Robust Security System 113 Mrinal Kanti Bhowmik, Kankan Saha, Sharmistha Majumder, Goutam Majumder, Ashim Saha, Aniruddha Nath Sarma, Debotosh Bhattacharjee, Dipak Kumar Basu and Mita Nasipuri 1

Chapter 2

Chapter 3

Chapter 4

Part 2 Chapter 5

Chapter 6

VI

Contents

Part 3 Chapter 7

Refinements of Classical Methods

139

Dimensionality Reduction Techniques for Face Recognition 141 Shylaja S S, K N Balasubramanya Murthy and S Natarajan Face and Automatic Target Recognition Based on Super-Resolved Discriminant Subspace 167 Widhyakorn Asdornwised Efficiency of Recognition Methods for Single Sample per Person Based Face Recognition 181 Miloš Oravec, Jarmila Pavlovičová, Ján Mazanec, Ľuboš Omelina, Matej Féder and Jozef Ban Constructing Kernel Machines in the Empirical Kernel Feature Space 207 Huilin Xiong and Zhongli Jiang Robust Facial Localization & Recognition 223 Additive Noise Robustness of Phase-Input Joint Transform Correlators in Face Recognition 225 Alin Cristian Teusdea and Gianina Adela Gabor Robust Face Detection through Eyes Localization using Dynamic Time Warping Algorithm 249 Somaya Adwan Face Recognition in Video 271 Video-Based Face Recognition Using Spatio-Temporal Representations 273 John See, Chikkannan Eswaran and Mohammad Faizal Ahmad Fauzi Real-Time Multi-Face Recognition...
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