Advances in Face Detection and Facial Image Analysis

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.

List of contents

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.

Summary

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.

Product details

• Assisted by: Emr Celebi (Editor), Emre Celebi (Editor), Michal Kawulok (Editor), Bogdan Smolka (Editor)
• Publisher: Springer, Berlin
• Languages: English
• Product format: Paperback / Softback
• Released: 01.01.2018
• EAN: 9783319798646
• ISBN: 978-3-31-979864-6
• No. of pages: 434
• Dimensions: 155 mm x 24 mm x 235 mm
• Weight: 676 g
• Illustrations: X, 434 p. 165 illus., 110 illus. in color.
• Subjects: Natural sciences, medicine, IT, technology > Technology > Electronics, electrical engineering, communications engineering; B, engineering, Computer Vision, Image Processing and Computer Vision, Signal, Image and Speech Processing, Signal Processing, Optical data processing, Speech processing systems, Image processing, Signal, Speech and Image Processing