Multi-Modal Face Presentation Attack Detection

Language: English

Published by Springer, Springer Jul 2020, 2020

3031006968 / 9783031006968

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This item is printed on demand - Print on Demand Titel. Neuware -For the last ten years, face biometric research has been intensively studied by the computer vision community. Face recognition systems have been used in mobile, banking, and surveillance systems. For face recognition systems, face spoofing attack detection is a crucial stage that could cause severe security issues in government sectors. Although effective methods for face presentation attack detection have been proposed so far, the problem is still unsolved due to the difficulty in the design of features and methods that can work for new spoofing attacks. In addition, existing datasets for studying the problem are relatively small which hinders the progress in this relevant domain.In order to attract researchers to this important field and push the boundaries of the state of the art on face anti-spoofing detection, we organized the Face Spoofing Attack Workshop and Competition at CVPR 2019, an event part of the ChaLearn Looking at People Series. As part of this event, we released the largest multi-modal face anti-spoofing dataset so far, the CASIA-SURF benchmark. The workshop reunited many researchers from around the world and the challenge attracted more than 300 teams. Some of the novel methodologies proposed in the context of the challenge achieved state-of-the-art performance. In this manuscript, we provide a comprehensive review on face anti-spoofing techniques presented in this joint event and point out directions for future research on the face anti-spoofing field.Springer-Verlag KG, Sachsenplatz 4-6, 1201 Wien 92 pp. Englisch.…

Seller Inventory # 9783031006968

Title
Multi-Modal Face Presentation Attack Detection
Author
Jun Wan
Publisher
Springer, Springer Jul 2020
Publication year
2020
Condition
Neu
Binding
Taschenbuch
Language
English
ISBN 10
3031006968
ISBN 13
9783031006968
Item weight
190 grams
Dimensions
235x191x6 mm

buchversandmimpf2000

Emtmannsberg, BAYE, Germany

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