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Advances in Face Detection and Facial Image Analysis

Editat de Michal Kawulok, Emre Celebi, Bogdan Smolka
en Limba Engleză Paperback – 24 apr 2018
Thisbook presents the state-of-the-art in face detection and analysis. It outlinesnew research directions, including in particular psychology-based facialdynamics recognition, aimed at various applications such as behavior analysis,deception detection, and diagnosis of various psychological disorders. Topicsof interest include face and facial landmark detection, face recognition, facialexpression and emotion analysis, facial dynamics analysis, face classification,identification, and clustering, and gaze direction and head pose estimation, aswell as applications of face analysis.
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Specificații

ISBN-13: 9783319798646
ISBN-10: 3319798642
Ilustrații: X, 434 p. 165 illus., 110 illus. in color.
Dimensiuni: 155 x 235 mm
Greutate: 0.62 kg
Ediția:Softcover reprint of the original 1st ed. 2016
Editura: Springer International Publishing
Colecția Springer
Locul publicării:Cham, Switzerland

Cuprins

Introduction.- Face and Facial Landmark Detection.- Overview of Face Recognition Methods Gaze Direction and Head Pose Estimation.- Facial Emotions Recognition.- Facial Dynamics Analysis.- Deception Detection.- Face Liveness Detection.- Gender and Age Classification.- Applications of Automatic Face Analysis.- Conclusion.

Textul de pe ultima copertă

Thisbook presents the state-of-the-art in face detection and analysis. It outlinesnew research directions, including in particular psychology-based facialdynamics recognition, aimed at various applications such as behavior analysis,deception detection, and diagnosis of various psychological disorders. Topicsof interest include face and facial landmark detection, face recognition, facialexpression and emotion analysis, facial dynamics analysis, face classification,identification, and clustering, and gaze direction and head pose estimation, aswell as applications of face analysis.

Caracteristici

Presents the latest research and applications in face analysis, including interdisciplinary problems concerning computer vision and psychology Illustrates a review of existing methods in each chapter, rather than a single method proposed by the authors Provides particular attention given to facial dynamics analysis using high-speed cameras Includes supplementary material: sn.pub/extras