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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, deception detection, facial dynamics analysis, face classification, identification, and clustering, gaze direction and head pose estimation, and applications of face analysis. §