E Motion

Emotion Recognition

A timely book containing foundations and current research directions on emotion recognition by facial expression, voice, gesture and biopotential signals This book provides a comprehensive examination of the research methodology of different modalities of emotion recognition. Key topics of discussion include facial expression, voice and biopotential signal-based emotion recognition. Special emphasis is given to feature selection, feature reduction, classifier design and multi-modal fusion to improve performance of emotion-classifiers. Written by several experts, the book includes several tools and techniques, including dynamic Bayesian networks, neural nets, hidden Markov model, rough sets, type-2 fuzzy sets, support vector machines and their applications in emotion recognition by different modalities. The book ends with a discussion on emotion recognition in automotive fields to determine stress and anger of the drivers, responsible for degradation of their performance and driving-ability. There is an increasing demand of emotion recognition in diverse fields, including psycho-therapy, bio-medicine and security in government, public and private agencies. The importance of emotion recognition has been given priority by industries including Hewlett Packard in the design and development of the next generation human-computer interface (HCI) systems. Emotion Recognition: A Pattern Analysis Approach would be of great interest to researchers, graduate students and practitioners, as the book Offers both foundations and advances on emotion recognition in a single volume Provides a thorough and insightful introduction to the subject by utilizing computational tools of diverse domains Inspires young researchers to prepare themselves for their own research Demonstrates direction of future research through new technologies, such as Microsoft Kinect, EEG systems etc.

Handbook of Emotion Regulation

This definitive handbook is now in an extensively revised third edition with many all-new chapters and new topics. Leading authorities present cutting-edge knowledge about how and why people try to regulate their emotions, the consequences of different regulatory strategies, and interventions to enhance this key area of functioning. The biological, cognitive, developmental, and social bases of emotion regulation are explored. The volume identifies critical implications of emotion regulation for mental and physical health, psychopathology, educational achievement, prosocial behavior, and other domains. Clinical and nonclinical interventions are critically reviewed and state-of-the-art measurement approaches described. New to This Edition *Broader coverage to bring readers up to speed on the ever-growing literature--features 71 concise chapters, compared to 36 in the prior edition. *Reflects a decade of continuing, rapid advances in theory and research methods. *New sections on emotion regulation in groups and collectives, specific emotion regulation processes, nonclinical interventions, and emotion regulation across disciplines. *Increased attention to the role of emotion regulation in culture, and broader societal issues.

Annual Report