Open access peer-reviewed Edited volume

Face Recognition

This book aims to bring together selected recent advances, applications and original results in the area of biometric face recognition. They can be useful for researchers, engineers, graduate and postgraduate students, experts in this area and hopefully also for people interested generally in computer science, security, machine learning and artificial intelligence. Various methods, approaches and algorithms for recognition of human faces are used by authors of the chapters of this book, e.g. PCA, LDA, artificial neural networks, wavelets, curvelets, kernel methods, Gabor filters, active appearance models, 2D and 3D representations, optical correlation, hidden Markov models and others. Also a broad range of problems is covered: feature extraction and dimensionality reduction (chapters 1-4), 2D face recognition from the point of view of full system proposal (chapters 5-10), illumination and pose problems (chapters 11-13), eye movement (chapter 14), 3D face recognition (chapters 15-19) and hardware issues (chapters 19-20).

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Face RecognitionEdited by Miloš Oravec

Published: April 1st 2010

ISBN: 978-953-307-060-5

Books open for chapter submissions

54028 Total Chapter Downloads

35 Crossref Citations

61 Web of Science Citations

72 Dimensions Citations

chaptersDownloads

Open access peer-reviewed

1. Feature Extraction and Representation for Face Recognition

By M. Saquib Sarfraz, Olaf Hellwich and Zahid Riaz

6320

Open access peer-reviewed

2. An Extension of Principal Component Analysis

By Hongchuan Yu and Jian J. Zhang

1732

Open access peer-reviewed

3. Curvelet Based Feature Extraction

By Tanaya Guha and Q. M. Jonathan Wu

5550

Open access peer-reviewed

4. COMPRESSIVE CLASSIFICATION FOR FACE RECOGNITION

By Angshul Majumdar and Rabab K. Ward

2487

Open access peer-reviewed

5. Pixel-Level Decisions based Robust Face Image Recognition

By Alex Pappachen James

1703

Open access peer-reviewed

6. Interest-Point based Face Recognition System

By Cesar Fernandez and Maria Asuncion Vicente

2103

Open access peer-reviewed

7. Wavelet–Based Face Recognition Schemes

By Sabah A. Jassim

2184

Open access peer-reviewed

8. Face Recognition in Ideal and Noisy Conditions Using Support Vector Machines, PCA and LDA

By Milos Oravec, Jan Mazanec, Jarmila Pavlovicova, Pavel Eiben and Fedor Lehocki

2446

Open access peer-reviewed

9. Pseudo 2D Hidden Markov Model and Neural Network Coefficients in Face Recognition

By Domenico Daleno, Lucia Cariello, Marco Giannini and Giuseppe Mastronardi

2414

Open access peer-reviewed

10. VG-RAM Weightless Neural Networks for Face Recognition

By Alberto F. De Souza, Claudine Badue, Felipe Pedroni, Stiven Schwanz Dias, Hallysson Oliveira and Soterio Ferreira de Souza

2176

Open access peer-reviewed

11. Illumination Processing in Face Recognition

By Yongping Li, Chao Wang and Xinyu Ao

4181

Open access peer-reviewed

12. From Gabor Magnitude to Gabor Phase Features: Tackling the Problem of Face Recognition under Severe Illumination Changes

By Vitomir Struc and Nikola Pavesic

3408

Open access peer-reviewed

13. Robust Face Alignment for Illumination and Pose Invariant Face Recognition

By Fatih Kahraman, Binnur Kurt and Muhittin Gokmen

1972

Open access peer-reviewed

14. Surface representations for 3D face recognition

By Thomas Fabry, Dirk Smeets and Dirk Vandermeulen

3136

Open access peer-reviewed

15. An Integrative Approach to Face and Expression Recognition from 3D Scans

By Chao Li

1343

Open access peer-reviewed

16. Template Protection For 3D Face Recognition

By Xuebing Zhou, Arjan Kuijper and Christoph Busch

2226

Open access peer-reviewed

17. Geodesic Distances and Hidden Markov Models for the 3D Face Recognition

By Giuseppe Mastronardi, Lucia Cariello, Domenico Daleno and Marcello Castellano

1768

Open access peer-reviewed

18. Understanding Correlation Techniques for Face Recognition: From Basics to Applications

By A. Alfalou and C. Brosseau

3472

Open access peer-reviewed

19. Parallel Face Recognition Processing using Neocognitron Neural Network and GPU with CUDA High Performance Architecture

By Gustavo Poli and Jose Hiroki Saito

3407

Edited volume and chapters are indexed in

  • Worldcat
  • OpenAIRE
  • Google Scholar
  • AZ ebsco
  • Base
  • CNKI
  • IET Inspec
  • BKCI

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