{"product_id":"emotion-recognition","title":"Emotion Recognition","description":"\u003cp\u003e\u003cb\u003eA timely book containing foundations and current research directions on emotion recognition by facial expression, voice, gesture and biopotential signals\u003cbr\u003e\u003cbr\u003e\u003c\/b\u003eThis 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.\u003cbr\u003e\u003cbr\u003eWritten 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.\u003cbr\u003e\u003cbr\u003eThere 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.\u003cbr\u003e\u003cbr\u003e\u003ci\u003eEmotion Recognition: A Pattern Analysis Approach\u003c\/i\u003e would be of great interest to researchers, graduate students and practitioners, as the book\u003c\/p\u003e \u003cul\u003e\n\u003cli\u003eOffers both foundations and advances on emotion recognition in a single volume\u003c\/li\u003e\n\u003cli\u003eProvides a thorough and insightful introduction to the subject by utilizing computational tools of diverse domains\u003c\/li\u003e\n\u003cli\u003eInspires young researchers to prepare themselves for their own research\u003c\/li\u003e\n\u003cli\u003eDemonstrates direction of future research through new technologies, such as Microsoft Kinect, EEG systems etc.\u003c\/li\u003e\n\u003c\/ul\u003e","brand":"John Wiley \u0026 Sons Inc","offers":[{"title":"Default Title","offer_id":54251449614680,"sku":"9781118130667","price":128.99,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0278\/1295\/4195\/files\/9781118130667.jpg?v=1780022759","url":"https:\/\/agendabookshop.com\/products\/emotion-recognition","provider":"Agenda Bookshop","version":"1.0","type":"link"}