Face Recognition Across the Imaging Spectrum

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Sprache: Englisch

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Beschreibung

This authoritative text/reference presents acomprehensive review of algorithms and techniques for face recognition (FR),with an emphasis on systems that can be reliably used in operationalenvironments. Insights are provided by an international team of pre-eminentexperts into the processing of multispectral and hyperspectral face imagescaptured under uncontrolled environments. These discussions cover a variety ofimaging sensors ranging from state-of-the-art visible and infrared imagingsensors, to RGB-D and mobile phone image sensors. A range of differentbiometric modalities are also examined, including face, periocular and iris. Thistimely volume is a mine of useful information for researchers, practitionersand students involved in image processing, computer vision, biometrics andsecurity.

Inhaltsverzeichnis

An Overview of Spectral Imaging of Human Skin toward Face Recognition.- Collection of Multi-Spectral Biometric Data for Cross-Spectral Identification Applications.- Hyperspectral Face Databases for Facial Recognition Research.- MWIR-to-Visible and LWIR-to-Visible Face Recognition Using Partial Least Squares and Dictionary Learning.- Local Operators and Measures for Heterogeneous Face Recognition.- Assessment of Facial Recognition System Performance in Realistic Operating Environments.- Understanding Thermal Face Detection: Challenges and Evaluation.- Face Recognition Systems under Spoofing Attacks.- for Biometric Applications.- Multispectral Ocular Biometrics.

Details

Erscheinungsjahr:	2019
Fachbereich:	Anwendungs-Software
Genre:	Informatik
Rubrik:	Naturwissenschaften & Technik
Medium:	Taschenbuch
Inhalt:	xii 383 S. 162 s/w Illustr. 34 farbige Illustr. 383 p. 196 illus. 34 illus. in color.
ISBN-13:	9783319803654
ISBN-10:	3319803654
Sprache:	Englisch
Herstellernummer:	978-3-319-80365-4
Einband:	Kartoniert / Broschiert
Redaktion:	Bourlai, Thirimachos
Herausgeber:	Thirimachos Bourlai
Hersteller:	Springer Springer, Berlin
Verantwortliche Person für die EU:	Springer Verlag GmbH, Tiergartenstr. 17, D-69121 Heidelberg, juergen.hartmann@springer.com
Abbildungen:	XII, 383 p. 196 illus., 34 illus. in color.
Maße:	21 x 155 x 235 mm
Von/Mit:	Thirimachos Bourlai
Erscheinungsdatum:	21.03.2019
Gewicht:	0,599 kg