Sharon Oviatt - The Handbook of Multimodal-Multisensor Interfaces, Volume 2: Signal Processing, Architectures, and Detection of Emotion and Cognition

The Handbook of Multimodal-Multisensor Interfaces, Volume 2

ACM Books

Editor in Chief

M. Tamer zsu, University of Waterloo

ACM Books is a new series of high-quality books for the computer science community, published by ACM in collaboration with Morgan & Claypool Publishers. ACM Books publications are widely distributed in both print and digital formats through booksellers and to libraries (and library consortia) and individual ACM members via the ACM Digital Library platform.

The Handbook of Multimodal-Multisensor Interfaces, Volume 2: Signal Processing, Architectures, and Detection of Emotion and Cognition

Editors: Sharon Oviatt, Monash University

Bjrn Schuller, University of Augsburg and Imperial College London

Philip R. Cohen, Monash University

Daniel Sonntag, German Research Center for Artificial Intelligence (DFKI)

Gerasimos Potamianos, University of Thessaly

Antonio Krger, Saarland University and German Research Center for Artificial Intelligence (DFKI)

2018

Declarative Logic Programming: Theory, Systems, and Applications

Editors: Michael Kifer, Stony Brook University

Yanhong Annie Liu, Stony Brook University

2018

The Sparse Fourier Transform: Theory and Practice

Haitham Hassanieh, University of Illinois at Urbana-Champaign

2018

The Continuing Arms Race: Code-Reuse Attacks and Defenses

Editors: Per Larsen, Immunant, Inc.

Ahmad-Reza Sadeghi, Technische Universitt Darmstadt

2018

Frontiers of Multimedia Research

Editor: Shih-Fu Chang, Columbia University

2018

Shared-Memory Parallelism Can Be Simple, Fast, and Scalable

Julian Shun, University of California, Berkeley

2017

Computational Prediction of Protein Complexes from Protein Interaction Networks

Sriganesh Srihari, The University of Queensland Institute for Molecular Bioscience

Chern Han Yong, Duke-National University of Singapore Medical School

Limsoon Wong, National University of Singapore

2017

The Handbook of Multimodal-Multisensor Interfaces, Volume 1: Foundations, User Modeling, and Common Modality Combinations

Editors: Sharon Oviatt, Incaa Designs

Bjrn Schuller, University of Passau and Imperial College London

Philip R. Cohen, Voicebox Technologies

Daniel Sonntag, German Research Center for Artificial Intelligence (DFKI)

Gerasimos Potamianos, University of Thessaly

Antonio Krger, Saarland University and German Research Center for Artificial Intelligence (DFKI)

2017

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Thomas J. Misa, Editor, University of Minnesota

2017

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ChengXiang Zhai, University of Illinois at UrbanaChampaign

Sean Massung, University of Illinois at UrbanaChampaign

2016

An Architecture for Fast and General Data Processing on Large Clusters

Matei Zaharia, Stanford University

2016

Reactive Internet Programming: State Chart XML in Action

Franck Barbier, University of Pau, France

2016

Verified Functional Programming in Agda

Aaron Stump, The University of Iowa

2016

The VR Book: Human-Centered Design for Virtual Reality

Jason Jerald, NextGen Interactions

2016

Adas Legacy: Cultures of Computing from the Victorian to the Digital Age

Robin Hammerman, Stevens Institute of Technology

Andrew L. Russell, Stevens Institute of Technology

2016

Edmund Berkeley and the Social Responsibility of Computer Professionals

Bernadette Longo, New Jersey Institute of Technology

2015

Candidate Multilinear Maps

Sanjam Garg, University of California, Berkeley

2015

Smarter Than Their Machines: Oral Histories of Pioneers in Interactive Computing

John Cullinane, Northeastern University; Mossavar-Rahmani Center for Business and Government, John F. Kennedy School of Government, Harvard University

2015

A Framework for Scientific Discovery through Video Games

Seth Cooper, University of Washington

2014

Trust Extension as a Mechanism for Secure Code Execution on Commodity Computers

Bryan Jeffrey Parno, Microsoft Research

2014

Embracing Interference in Wireless Systems

Shyamnath Gollakota, University of Washington

2014

The Handbook of Multimodal-Multisensor Interfaces, Volume 2

Signal Processing, Architectures, and Detection of Emotion and Cognition

Sharon Oviatt

Monash University

Bjrn Schuller

University of Augsburg and Imperial College London

Philip R. Cohen

Monash University

Daniel Sonntag

German Research Center for Artificial Intelligence (DFKI)

Gerasimos Potamianos

University of Thessaly

Antonio Krger

Saarland University and German Research Center for Artificial Intelligence (DFKI)

ACM Books #21

Copyright 2019 by the Association for Computing Machinery
and Morgan & Claypool Publishers

All rights reserved. No part of this publication may be reproduced, stored in a retrieval system, or transmitted in any form or by any meanselectronic, mechanical, photocopy, recording, or any other except for brief quotations in printed reviewswithout the prior permission of the publisher.

Designations used by companies to distinguish their products are often claimed as trademarks or registered trademarks. In all instances in which Morgan & Claypool is aware of a claim, the product names appear in initial capital or all capital letters. Readers, however, should contact the appropriate companies for more complete information regarding trademarks and registration.

The Handbook of Multimodal-Multisensor Interfaces, Volume 2

Sharon Oviatt, Bjrn Schuller, Philip R. Cohen, Daniel Sonntag, Gerasimos Potamianos, Antonio Krger, editors

books.acm.org

www.morganclaypoolpublishers.com

ISBN: 978-1-97000-171-6 hardcover

ISBN: 978-1-97000-168-6 paperback

ISBN: 978-1-97000-169-3 eBook

ISBN: 978-1-97000-170-9 ePub

Series ISSN: 2374-6769 print 2374-6777 electronic

DOIs:

10.1145/3107990 Book

10.1145/3107990.3107991

10.1145/3107990.3107992

10.1145/3107990.3107993

10.1145/3107990.3107994

10.1145/3107990.3107995

10.1145/3107990.3107996

10.1145/3107990.3107997

10.1145/3107990.3107998

10.1145/3107990.3107999

10.1145/3107990.3108000

10.1145/3107990.3108001

10.1145/3107990.3108002

10.1145/3107990.3108003

10.1145/3107990.3108004

10.1145/3107990.3108005

10.1145/3107990.3108006

10.1145/3107990.3108007

A publication in the ACM Books series, #21

Editor in Chief: M. Tamer zsu, University of Waterloo

Area Editor: Michel Beaudouin-Lafon, Universit Paris-Sud

This book was typeset in Arnhem Pro 10/14 and Flama using ZzTEX.

First Edition

10 9 8 7 6 5 4 3 2 1

This book is dedicated to our families, whose patience and support sustained the year-long effort required to organize, write, and manage different stages of this multi-volume project