The Handbook of Multimodal-Multisensor Interfaces, Volume 2: Signal Processing, Architectures, and Detection of Emotion and Cognition (ACM Books) - Hardcover

Hardcover

ISBN 10: 1970001712 ISBN 13: 9781970001716

Publisher: ACM Books, 2018

Synopsis

The Handbook of Multimodal-Multisensor Interfaces provides the first authoritative resource on what has become the dominant paradigm for new computer interfaces: user input involving new media (speech, multi-touch, hand and body gestures, facial expressions, writing) embedded in multimodal-multisensor interfaces that often include biosignals. This edited collection is written by international experts and pioneers in the field. It provides a textbook, reference, and technology roadmap for professionals working in this and related areas. This second volume of the handbook begins with multimodal signal processing, architectures, and machine learning. It includes recent deep learning approaches for processing multisensorial and multimodal user data and interaction, as well as context-sensitivity. A further highlight is processing of information about users' states and traits, an exciting emerging capability in next-generation user interfaces. These chapters discuss real-time multimodal analysis of emotion and social signals from various modalities, and perception of affective expression by users. Further chapters discuss multimodal processing of cognitive state using behavioral and physiological signals to detect cognitive load, domain expertise, deception, and depression. This collection of chapters provides walk-through examples of system design and processing, information on tools and practical resources for developing and evaluating new systems, and terminology and tutorial support for mastering this rapidly expanding field. In the final section of this volume, experts exchange views on the timely and controversial challenge topic of multimodal deep learning. The discussion focuses on how multimodal-multisensor interfaces are most likely to advance human performance during the next decade.

About this title

About the Author

Sharon Oviatt (Incaa Designs) is internationally known for her multidisciplinary work on multimodal and mobile interfaces, human-centered interfaces, educational interfaces and learning analytics. She has been recipient of the inaugural ACM-ICMI Sustained Accomplishment Award, National Science Foundation Special Creativity Award, and ACM-SIGCHI CHI Academy award. She has published over 160 scientific articles in a wide range of venues, and is an Associate Editor of the main journals and edited book collections in the field of human-centered interfaces. Her other books include The Design of Future Educational Interfaces (2013, Routledge) and The Paradigm Shift to Multimodality in Contemporary Computer Interfaces (2015, Morgan Claypool).

Edition details

• Publisher: ACM Books
• Publication date: 2018
• ISBN 10: 1970001712
• ISBN 13: 9781970001716
• Binding: Hardcover
• Language: English
• Edition number: 1
• Number of pages: 555
• Editor: Oviatt Sharon, Schuller Björn, Cohen Philip, Sonntag Daniel, Potamianos Gerasimos, Krüger Antonio