Advances in Face Detection and Facial Image Analysis

Michal Kawulok, Emre Celebi, Bogdan Smolka (Herausgeber)

Buch | Hardcover

X, 434 Seiten

2016 | 1st ed. 2016
Springer International Publishing (Verlag)
978-3-319-25956-7 (ISBN)

Artikel merken

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.

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.

Erscheinungsdatum	08.10.2016
Zusatzinfo	X, 434 p. 165 illus., 110 illus. in color.
Verlagsort	Cham
Sprache	englisch
Maße	155 x 235 mm
Themenwelt	Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik
Themenwelt	Technik ► Elektrotechnik / Energietechnik
Schlagworte	computer vision • deception detection • Engineering • Face detection • face recognition • facial dynamics • Facial Emotions • image processing and computer vision • pattern recognition • Signal, Image and Speech Processing
ISBN-10	3-319-25956-3 / 3319259563
ISBN-13	978-3-319-25956-7 / 9783319259567
Zustand	Neuware