Adaptive Biometric Systems Recent Advances and Challenges
tarafından
Rattani, Ajita. editor.
Başlık
:
Adaptive Biometric Systems Recent Advances and Challenges
Yazar
:
Rattani, Ajita. editor.
ISBN
:
9783319248653
Edisyon
:
1st ed. 2015.
Fiziksel Niteleme
:
X, 134 p. 44 illus., 24 illus. in color. online resource.
Seri
:
Advances in Computer Vision and Pattern Recognition,
Özet
:
This timely and interdisciplinary volume presents a detailed overview of the latest advances and challenges remaining in the field of adaptive biometric systems. A broad range of techniques are provided from an international selection of pre-eminent authorities, collected together under a unified taxonomy and designed to be applicable to any pattern recognition system. Topics and features: Presents a thorough introduction to the concept of adaptive biometric systems, detailing their taxonomy, levels of adaptation, and open issues and challenges Reviews systems for adaptive face recognition that perform self-updating of facial models using operational (unlabeled) data Describes a novel semi-supervised training strategy known as fusion-based co-training Examines the characterization and recognition of human gestures in videos Discusses a selection of learning techniques that can be applied to build an adaptive biometric system Investigates procedures for handling temporal variance in facial biometrics due to aging Proposes a score-level fusion scheme for an adaptive multimodal biometric system This comprehensive text/reference will be of great interest to researchers and practitioners engaged in systems science, information security or biometrics. Postgraduate and final-year undergraduate students of computer engineering will also appreciate the coverage of intelligent and adaptive schemes for cutting-edge pattern recognition and signal processing in changing environments.
Konu Başlığı
:
Computer science.
Artificial intelligence.
Pattern recognition.
Biometrics (Biology).
Biometrics.
Signal, Image and Speech Processing.
Artificial Intelligence (incl. Robotics).
Yazar Ek Girişi
:
Rattani, Ajita.
Roli, Fabio.
Granger, Eric.
Ek Kurum Yazar
:
SpringerLink (Online service)
Elektronik Erişim
:
Materyal Türü | Barkod | Yer Numarası | Durumu/İade Tarihi |
---|
Electronic Book | 23401-1001 | QH323.5 | Springer E-Book Collection |