Signal and Image Processing for Biometrics

Buch | Hardcover
X, 331 Seiten
2014 | 2014
Springer Berlin (Verlag)
978-3-642-54079-0 (ISBN)
106,99 inkl. MwSt
This volume offers a guide to the state of the art in the fast evolving field of biometric recognition to newcomers and experienced practitioners. It is focused on the emerging strategies to perform biometric recognition under uncontrolled data acquisition conditions. The mainstream research work in this field is presented in an organized manner, so the reader can easily follow the trends that best suits her/his interests in this growing field. The book chapters cover the recent advances in less controlled / covert data acquisition frameworks, segmentation of poor quality biometric data, biometric data quality assessment, normalization of poor quality biometric data. contactless biometric recognition strategies, biometric recognition robustness, data resolution, illumination, distance, pose, motion, occlusions, multispectral biometric recognition, multimodal biometrics, fusion at different levels, high confidence automatic surveillance.

Data and Information Dimensionality in Non-Cooperative Face Recognition.- Remote Identification of Faces.- Recognizing Altered Facial Appearances Due to Aging and Disguise.- Using Score Fusion for Improving the Performance of Multispectral Face Recognition.- Unconstrained ear processing.- Feature Quality-based Unconstrained Eye Recognition.- Speed-invariant Gait Recognition.- Quality Induced Multi classifier Fingerprint Verification using Extended Feature Set.- Quality Measures for Online Handwritten Signatures.- Human tracking in non-cooperative scenarios.

From the book reviews:

"This book (consisting of 11 chapters) covers the state-of-the-art research on signal and image processing techniques used to support biometric recognition. ... This book offers a good introduction to junior graduate students who are new to the field, and is also a good comprehensive reference for experienced practitioners." (Mingchen Gao, Computing Reviews, August, 2014)

Erscheint lt. Verlag 7.3.2014
Reihe/Serie Lecture Notes in Electrical Engineering
Zusatzinfo X, 331 p. 150 illus., 91 illus. in color.
Verlagsort Berlin
Sprache englisch
Maße 155 x 235 mm
Gewicht 678 g
Themenwelt Technik Elektrotechnik / Energietechnik
Schlagworte Biometric Pattern Recognition • Computer forensics • Contactless Data Acquisition • data privacy • multimodal biometrics • Threat Assessment • Uncontrolled Data Acquisition Conditions • Varying Illumination Sources • Visual Surveillance
ISBN-10 3-642-54079-1 / 3642540791
ISBN-13 978-3-642-54079-0 / 9783642540790
Zustand Neuware
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