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Emotion Recognition
Aruna Chakraborty (Gebundene Ausgabe, Englisch)
★★★★★
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Beschreibung
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. 9,99 €
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Technische Daten
Erscheinungsdatum
20.03.2015
Sprache
Englisch
EAN
9781118130667
Herausgeber
John Wiley & Sons
Sonderedition
Nein
Autor
Aruna Chakraborty
Seitenanzahl
584
Einbandart
Gebundene Ausgabe
Einbandart Details
Fadenbindung
Buch Untertitel
A Pattern Analysis Approach
Hersteller: Wiley, Boschstrasse 12, Weinheim, Deutschland, 69469, product_safety@wiley.com, Wiley-VCH GmbH
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