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Bücher Englische Bücher Wissen & Bildung Naturwissenschaft, Medizin, Informatik, Technik Informatik & EDV Informatik Human Recognition at a Distance in Video
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Human Recognition at a Distance in Video
Bir Bhanu, Ju Han (Broschiert, Englisch)
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Beschreibung
Most biometric systems employed for human recognition require physical contact with, or close proximity to, a cooperative subject. Far more challenging is the ability to reliably recognize individuals at a distance, when viewed from an arbitrary angle under real-world environmental conditions. Gait and face data are the two biometrics that can be most easily captured from a distance using a video… camera. This comprehensive and logically organized text/reference addresses the fundamental problems associated with gait and face-based human recognition, from color and infrared video data that are acquired from a distance. It examines both model-free and model-based approaches to gait-based human recognition, including newly developed techniques where the both the model and the data (obtained from multiple cameras) are in 3D. In addition, the work considers new video-based techniques for face profile recognition, and for the super-resolution of facial imagery obtained at different angles. Finally, the book investigates integrated systems that detect and fuse both gait and face biometrics from video data. Topics and features: discusses a framework for human gait analysis based on Gait Energy Image, a spatio-temporal gait representation; evaluates the discriminating power of model-based gait features using Bayesian statistical analysis; examines methods for human recognition using 3D gait biometrics, and for moving-human detection using both color and thermal image sequences; describes approaches for the integration face profile and gait biometrics, and for super-resolution of frontal and side-view face images; introduces an objective non-reference quality evaluation algorithm for super-resolved images; presents performance comparisons between different biometrics and different fusion methods for integrating gait and super-resolved face from video. This unique and authoritative text is an invaluable resource for researchers and graduate students ofcomputer vision, pattern recognition and biometrics. The book will also be of great interest to professional engineers of biometric systems. Dieses Produkt haben wir gerade leider nicht auf Lager.
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Technische Daten
Erscheinungsdatum
02.01.2013
Sprache
Englisch
EAN
9781447126041
Herausgeber
Springer London
Serien- oder Bandtitel
Advances in Computer Vision and Pattern Recognition
Sonderedition
Nein
Autor
Bir Bhanu, Ju Han
Seitenanzahl
253
Einbandart
Broschiert
Schlagwörter
Biometrics, Camera Networks, Face Recognition, Gait Recognition, Human Recognition, Monitoring, Security, Surveillance, Video-based Recognition, cognition, pattern recognition
Thema-Inhalt
UYQ - Künstliche Intelligenz
UYQV - Maschinelles Sehen, Bildverstehen
UYQP - Mustererkennung
UBJ - Digital- und Informationstechnologien: soziale und ethische Aspekte
Höhe
235 mm
Breite
15.5 cm
Hersteller: Springer Nature Customer Service Center GmbH, Europaplatz 3, Heidelberg, Deutschland, 69115, ProductSafety@springernature.com
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