Advances in Face Detection and Facial Image Analysis
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Beschreibung
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.
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.
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
Autor*in
Michal Kawulok
Themen in »Advances in Face Detection and Facial Image Analysis«
Computer Vision Deception Detection Face Detection Face Recognition Facial Dynamics Facial Emotions Pattern Recognition