This
book presents the state-of-the-art in face detection and analysis. It outlines
new research directions, including in particular psychology-based facial
dynamics recognition, aimed at various applications such as behavior analysis,
deception detection, and diagnosis of various psychological disorders. Topics
of interest include face and facial landmark detection, face recognition, facial
expression and emotion analysis, facial dynamics analysis, face classification,
identification, and clustering, and gaze direction and head pose estimation, as
well as applications of face analysis.
Auflage
Sprache
Verlagsort
Verlagsgruppe
Springer International Publishing
Illustrationen
110
55 s/w Abbildungen, 110 farbige Abbildungen
X, 434 p. 165 illus., 110 illus. in color.
Dateigröße
ISBN-13
978-3-319-25958-1 (9783319259581)
DOI
10.1007/978-3-319-25958-1
Schweitzer Klassifikation
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.
