Face Recognition Across the Imaging Spectrum -

Face Recognition Across the Imaging Spectrum

Thirimachos Bourlai (Herausgeber)

Buch | Softcover
XII, 383 Seiten
2019 | 2016
Springer International Publishing (Verlag)
978-3-319-80365-4 (ISBN)
106,99 inkl. MwSt
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.

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.

Erscheinungsdatum
Zusatzinfo XII, 383 p. 196 illus., 34 illus. in color.
Verlagsort Cham
Sprache englisch
Maße 155 x 235 mm
Gewicht 605 g
Themenwelt Informatik Theorie / Studium Künstliche Intelligenz / Robotik
Recht / Steuern Strafrecht Kriminologie
Schlagworte biometrics • face recognition • Forensics • human identification • Multi-Spectral Imaging
ISBN-10 3-319-80365-4 / 3319803654
ISBN-13 978-3-319-80365-4 / 9783319803654
Zustand Neuware
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