Can I read From a Discrete Perspective of Emotions to Continuous, Dynamic, and Multimodal Affect Sensing on EtoBox?

From a Discrete Perspective of Emotions to Continuous, Dynamic, and Multimodal Affect Sensing by Konar, Amit; Chakraborty, Aruna is a scholarly article available to read on EtoBox.

What is From a Discrete Perspective of Emotions to Continuous, Dynamic, and Multimodal Affect Sensing about?

A timely book containing foundations and current research directions on emotion recognition by facial expression, voice, gesture and biopotential signalsThis 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 rec

Author

Konar, Amit; Chakraborty, Aruna

Publisher

John Wiley & Sons, Incorporated

Published

2015

Language

EN

ISBN

9781118910566