Face Recognition Across the Imaging Spectrum

1. Auflage 2016
ISBN: 978-3-319-28499-6
Verlag: Springer

Buch, Englisch, 383 Seiten, Format (B × H): 155 mm x 235 mm, Gewicht: 7155 g

This authoritative text/reference presents a
comprehensive review of algorithms and techniques for face recognition (FR),
with an emphasis on systems that can be reliably used in operational
environments. Insights are provided by an international team of pre-eminent
experts into the processing of multispectral and hyperspectral face images
captured under uncontrolled environments. These discussions cover a variety of
imaging sensors ranging from state-of-the-art visible and infrared imaging
sensors, to RGB-D and mobile phone image sensors. A range of different
biometric modalities are also examined, including face, periocular and iris. This
timely volume is a mine of useful information for researchers, practitioners
and students involved in image processing, computer vision, biometrics and
security.

Zielgruppe

Research

Autoren/Hrsg.

Bourlai, Thirimachos

Fachgebiete

• Mathematik | Informatik EDV | Informatik Informatik Künstliche Intelligenz Mustererkennung, Biometrik

Inhaltsverzeichnis

An Overview of Spectral Imaging of Human Skin toward Face Recognition
David W. Allen

Collection of Multi-Spectral Biometric Data for Cross-Spectral Identification Applications
Jeremy M. Dawson, Seth C. Leffel, Cameron Whitelam, and Thirimachos Bourlai

Hyperspectral Face Databases for Facial Recognition Research
Woon Cho, Andreas Koschan, and Mongi A. Abidi

MWIR-to-Visible and LWIR-to-Visible Face Recognition Using Partial Least Squares and Dictionary Learning
Shuowen Hu, Nathaniel J. Short, Prudhvi K. Gurram, Kristan P. Gurton, and Christopher Reale

Local Operators and Measures for Heterogeneous Face Recognition
Zhicheng Cao, Natalia A. Schmid, and Thirimachos Bourlai

Assessment of Facial Recognition System Performance in Realistic Operating Environments
Kevin R. Leonard

Understanding Thermal Face Detection: Challenges and Evaluation
Janhavi Agrawal, Aishwarya Pant, Tejas I. Dhamecha, Richa Singh, and Mayank Vatsa

Face Recognition Systems under Spoofing Attacks
Ivana Chingovska, Nesli Erdogmus, André Anjos, and Sébastien Marcel

On the Effects of Image Alterations on Face Recognition Accuracy
Matteo Ferrara, Annalisa Franco, and Davide Maltoni

Document to Live Facial Identification
Antwan D. Clark, Cameron Whitelam, and Thirimachos Bourlai

Face Recognition in Challenging Environments: An Experimental and Reproducible Research Survey
Manuel Günther, Laurent El Shafey, and Sébastien Marcel

Face Recognition with RGB-D Images Using Kinect
Gaurav Goswami, Mayank Vatsa, and Richa Singh

Blending 2D and 3D Face Recognition
Massimo Tistarelli, Marinella Cadoni, Andrea Lagorio, and Enrico Grosso

Exploiting Score Distributions for Biometric Applications
Panagiotis Moutafis and Ioannis A. Kakadiaris

Multispectral Ocular Biometrics
Simona G. Crihalmeanu and Arun A. Ross