The Community for Technology Leaders
2017 Seventh International Conference on Affective Computing and Intelligent Interaction (ACII) (2017)
San Antonio, TX, USA
Oct. 23, 2017 to Oct. 26, 2017
ISSN: 2156-8111
ISBN: 978-1-5386-0564-6
TABLE OF CONTENTS

Automated mood-aware engagement prediction (Abstract)

Svati Dhamija , University of Colorado Colorado Springs, Colorado Springs, CO 80918
Terranee E. Boult , University of Colorado Colorado Springs, Colorado Springs, CO 80918
pp. 1-8

How different identities affect cooperation (Abstract)

Wasif Khan , David R. Cheriton School of Computer Science, University of Waterloo, Waterloo, Ontario, Canada
Jesse Hoey , David R. Cheriton School of Computer Science, University of Waterloo, Waterloo, Ontario, Canada
pp. 9-14

What really matters — An information gain analysis of questions and reactions in automated PTSD screenings (Abstract)

Torsten Wortwein , Karlsruhe Institute of Technology, Institute for Anthropomatics and Robotics
Stefan Scherer , University of Southern California, Institute for Creative Technologies
pp. 15-20

NAA: A multimodal database of negative affect and aggression (Abstract)

Iulia Lefter , Systems Engineering, Faculty of Technology, Policy and Management, Delft University of Technology
Catholijn M. Jonker , Interactive Intelligence, Faculty of Electrical Engineering, Mathematics and Computer Science, Delft University of Technology
Stephanie Klein Tuente , Department of Psychiatry, University Medical Center Groningen
Wim Veling , Department of Psychiatry, University Medical Center Groningen
Stefan Bogaerts , Department of Developmental Psychology, University of Tilburg
pp. 21-27

Recognizing induced emotions of movie audiences: Are induced and perceived emotions the same? (Abstract)

Leimin Tian , School of Informatics, the University of Edinburgh
Michal Muszynski , Computer Vision and Multimedia Laboratory, University of Geneva
Catherine Lai , School of Informatics, the University of Edinburgh
Johanna D. Moore , School of Informatics, the University of Edinburgh
Theodoras Kostoulas , Faculty of Science and Technology, Bournemouth University, UK
Patrizia Lombardo , Department of Modern French & Swiss Center for Affective Sciences, University of Geneva
Thierry Pun , Computer Vision and Multimedia Laboratory & Swiss Center for Affective Sciences, University of Geneva
Guillaume Chanel , Computer Vision and Multimedia Laboratory & Swiss Center for Affective Sciences, University of Geneva
pp. 28-35

Effects of valence and arousal on working memory performance in virtual reality gaming (Abstract)

Daniel Gabana , School of Electrical Engineering and Computer Science, Queen Mary University of London, UK
Laurissa Tokarchuk , School of Electrical Engineering and Computer Science, Queen Mary University of London, UK
Emily Hannon , School of Biological and Chemical Sciences, Queen Mary University of London, UK
Hatice Gunes , Computer Laboratory, University of Cambridge, UK
pp. 36-41

Computational model of idiosyncratic perception of others' emotions (Abstract)

Shiro Kumano , NTT Communication Science Laboratories, Nippon Telegraph and Telephone Corporation, Japan
Ryo Ishii , NTT Communication Science Laboratories, Nippon Telegraph and Telephone Corporation, Japan
Kazuhiro Otsuka , NTT Communication Science Laboratories, Nippon Telegraph and Telephone Corporation, Japan
pp. 42-49

Comparing empathy perceived by interlocutors in multiparty conversation and external observers (Abstract)

Shiro Kumano , NTT Communication Science Laboratories, Nippon Telegraph and Telephone Corporation, Japan
Ryo Ishii , NTT Communication Science Laboratories, Nippon Telegraph and Telephone Corporation, Japan
Kazuhiro Otsuka , NTT Communication Science Laboratories, Nippon Telegraph and Telephone Corporation, Japan
pp. 50-57

Towards modeling agent negotiators by analyzing human negotiation behavior (Abstract)

Yuyu Xu , College of Computer and Information Science, Northeastern University, 360 Huntington Ave., Boston, MA 02115
Pedro Sequeira , College of Computer and Information Science, Northeastern University, 360 Huntington Ave., Boston, MA 02115
Stacy Marsella , College of Computer and Information Science, Northeastern University, 360 Huntington Ave., Boston, MA 02115
pp. 58-64

Robust emotion recognition from low quality and low bit rate video: A deep learning approach (Abstract)

Bowen Cheng , Beckman Institute, University of Illinois at Urbana-Champaign
Zhangyang Wang , Department of Computer Science and Engineering, Texas A&M University
Zhaobin Zhang , Department of Computer Science & Electrical Engineering, University of Missouri, Kansas City
Zhu Li , Department of Computer Science & Electrical Engineering, University of Missouri, Kansas City
Ding Liu , Beckman Institute, University of Illinois at Urbana-Champaign
Jianchao Yang , Snap Ine, USA
Shuai Huang , Department of Industrial and Systems Engineering, University of Washington
Thomas S. Huang , Beckman Institute, University of Illinois at Urbana-Champaign
pp. 65-70

Vocal markers of motor, cognitive, and depressive symptoms in Parkinson's disease (Abstract)

Kara M. Smith , Department of Neurology, University of Massachusetts, Medical School Worcester, MA USA
James R. Williamson , Bioengineering Systems and Technology Group, MIT Lincoln Laboratory, Lexington, MA USA
Thomas F. Quatieri , Bioengineering Systems and Technology Group, MIT Lincoln Laboratory, Lexington, MA USA
pp. 71-78

Processing negative emotions through social communication: Multimodal database construction and analysis (Abstract)

Nurul Lubis , Augmented Human Communication Laboratory, Graduate School of Information Science, Nara Institute of Science and Technology
Michael Heck , Augmented Human Communication Laboratory, Graduate School of Information Science, Nara Institute of Science and Technology
Sakriani Sakti , Augmented Human Communication Laboratory, Graduate School of Information Science, Nara Institute of Science and Technology
Koichiro Yoshino , Augmented Human Communication Laboratory, Graduate School of Information Science, Nara Institute of Science and Technology
Satoshi Nakamura , Augmented Human Communication Laboratory, Graduate School of Information Science, Nara Institute of Science and Technology
pp. 79-85

The effect of personality trait, age, and gender on the performance of automatic speech valence recognition (Abstract)

Hesam Sagha , Chair of Complex and Intelligent Systems, University of Passau, Passau, Germany
Jun Deng , audEERING GmbH, Gilching, Germnay
Bjorn Schuller , Chair of Complex and Intelligent Systems, University of Passau, Passau, Germany
pp. 86-91

Multiple users' emotion recognition: Improving performance by joint modeling of affective reactions (Abstract)

Guillaume Chanel , Dpt. of Computer Science - Faculty of Sciences, University of Geneva, University of Geneva, Switzerland
Sunny Avry , Distance learning university Switzerland (UniDistance)
Gaelle Molinari , Distance learning university Switzerland (UniDistance)
Mireille Betrancourt , TECFA, Faculty of Psychology, University of Geneva, Switzerland
Thierry Pun , Dpt. of Computer Science - Faculty of Sciences, University of Geneva, University of Geneva, Switzerland
pp. 92-97

Smiling from adolescence to old age: A large observational study (Abstract)

Daniel McDuff , Microsoft Research, Redmond, USA
pp. 98-104

Noninvasive estimation of cognitive status in mild traumatic brain injury using speech production and facial expression (Abstract)

Adam C. Lammert , Bioengineering Systems & Technologies, MIT Lincoln Laboratory, Lexington, MA, USA
James R. Williamson , Bioengineering Systems & Technologies, MIT Lincoln Laboratory, Lexington, MA, USA
Austin Hess , Bioengineering Systems & Technologies, MIT Lincoln Laboratory, Lexington, MA, USA
Tejash Patel , Bioengineering Systems & Technologies, MIT Lincoln Laboratory, Lexington, MA, USA
Thomas F. Quatieri , Bioengineering Systems & Technologies, MIT Lincoln Laboratory, Lexington, MA, USA
Hui Jun Liao , Center for Clinical Spectroscopy, Brigham & Women's Hospital Boston, MA, USA
Alexander Lin , Center for Clinical Spectroscopy, Brigham & Women's Hospital Boston, MA, USA
Kristin J. Heaton , Military Performance Division, US Army Research Institute of Environmental Medicine, Natick, MA, USA
pp. 105-110

Local-global ranking for facial expression intensity estimation (Abstract)

Tadas Baltrusaitis , Language Technologies Institute, Carnegie Mellon University
Liandong Li , Beijing Normal University
Louis-Philippe Morency , Language Technologies Institute, Carnegie Mellon University
pp. 111-118

Discovering gender differences in facial emotion recognition via implicit behavioral cues (Abstract)

Maneesh Bilalpur , International Institute of Information Technology, Hyderabad, Telangana, India
Seyed Mostafa Kia , Donders Institute for Brain, Cognition and Behaviour, Radboud University, Nijmegen, The Netherlands
Tat-Seng Chua , School of Computing, National University of Singapore, Singapore
Ramanathan Subramanian , Advanced Digital Sciences Center, University of Illinois at Urbana-Champaign, Singapore
pp. 119-124

Emotion detection using noninvasive low cost sensors (Abstract)

Daniela Girardi , University of Bari ‘Aldo Moro’
Filippo Lanubile , University of Bari ‘Aldo Moro’
Nicole Novielli , University of Bari ‘Aldo Moro’
pp. 125-130

Assessing personality through objective behavioral sensing (Abstract)

Hui Wang , College of Computer and Information Science, Northeastern University, Boston, MA, USA
Stacy Marsella , College of Computer and Information Science, Northeastern University, Boston, MA, USA
pp. 131-137

Comparing models for gesture recognition of children's bullying behaviors (Abstract)

Michael Tsang , Department of Computer Science, University of Southern California, Los Angeles, California 90089
Vadim Korolik , Department of Computer Science, University of Southern California, Los Angeles, California 90089
Stefan Scherer , Institute of Creative Technologies, University of Southern California, Los Angeles, California, 90094
Maja Mataric , Department of Computer Science, University of Southern California, Los Angeles, California 90089
pp. 138-145

Evaluating effectiveness of smartphone typing as an indicator of user emotion (Abstract)

Surjya Ghosh , Department of Computer Science and Engineering, Indian Institute of Technology Kharagpur, INDIA 721302
Niloy Ganguly , Department of Computer Science and Engineering, Indian Institute of Technology Kharagpur, INDIA 721302
Bivas Mitra , Department of Computer Science and Engineering, Indian Institute of Technology Kharagpur, INDIA 721302
Pradipta De , Department of Computer Sciences, Georgia Southern University, USA
pp. 146-151

Stress measurement from tongue color imaging (Abstract)

Javier Hernandez , Media Lab, Massachusetts Institute of Technology, Cambridge, United States
Craig Ferguson , Media Lab, Massachusetts Institute of Technology, Cambridge, United States
Akane Sano , Media Lab, Massachusetts Institute of Technology, Cambridge, United States
Weixuan Chen , Media Lab, Massachusetts Institute of Technology, Cambridge, United States
Weihui Li , Wentworth Institute of Technology, Boston, United States
Albert S. Yeung , Harvard Medical School, Boston, United States
Rosalind W. Picard , Media Lab, Massachusetts Institute of Technology, Cambridge, United States
pp. 152-157

RankTrace: Relative and unbounded affect annotation (Abstract)

Phil Lopes , Computer Vision and Multimedia Lab, University of Geneva
Georgios N. Yannakakis , Institute of Digital Games, University of Malta
Antonios Liapis , Institute of Digital Games, University of Malta
pp. 158-163

Computational analysis of valence and arousal in virtual reality gaming using lower arm electromyograms (Abstract)

Ilia Shumailov , Department of Computer Science & Technology, University of Cambridge
Hatice Gunes , Department of Computer Science & Technology, University of Cambridge
pp. 164-169

Modeling doctor-patient communication with affective text analysis (Abstract)

Taylan Sen , Department of Computer Science, University of Rochester, United States
Mohammad Rafayet Ali , Department of Computer Science, University of Rochester, United States
Mohammed Ehsan Hoque , Department of Computer Science, University of Rochester, United States
Ronald Epstein , School of Medicine and Dentistry, University of Rochester, United States
Paul Duberstein , School of Medicine and Dentistry, University of Rochester, United States
pp. 170-177

Response to name: A dataset and a multimodal machine learning framework towards autism study (Abstract)

Wenbo Liu , SYSU-CMU Joint Institute of Engineering, School of Electronics and Information Technology, Sun Yat-sen University
Tianyan Zhou , SYSU-CMU Joint Institute of Engineering, School of Electronics and Information Technology, Sun Yat-sen University
Chenghao Zhang , SYSU-CMU Joint Institute of Engineering, School of Electronics and Information Technology, Sun Yat-sen University
Xiaobing Zou , The Third Affiliated hospital, Sun Yat-sen University
Ming Li , SYSU-CMU Joint Institute of Engineering, School of Electronics and Information Technology, Sun Yat-sen University
pp. 178-183

Toward affect-sensitive virtual human tutors: The influence of facial expressions on learning and emotion (Abstract)

Nicholas V. Mudrick , Department of Psychology, North Carolina State University, Raleigh, NC, USA
Michelle Taub , Department of Psychology, North Carolina State University, Raleigh, NC, USA
Roger Azevedo , Department of Psychology, North Carolina State University, Raleigh, NC, USA
Jonathan Rowe , Department of Computer Science, North Carolina State University, Raleigh, NC, USA
James Lester , Department of Computer Science, North Carolina State University, Raleigh, NC, USA
pp. 184-189

Segment-based speech emotion recognition using recurrent neural networks (Abstract)

Efthymios Tzinis , School of Electrical and Computer Engineering, National Technical University of Athens, Zografou 15780, Greece
Alexandras Potamianos , School of Electrical and Computer Engineering, National Technical University of Athens, Zografou 15780, Greece
pp. 190-195

Emo-soundscapes: A dataset for soundscape emotion recognition (Abstract)

Jianyu Fan , SIAT, Simon Fraser University, Vancouver, Canada
Miles Thorogood , SIAT, Simon Fraser University, Vancouver, Canada
Philippe Pasquier , SIAT, Simon Fraser University, Vancouver, Canada
pp. 196-201

Multimodal autoencoder: A deep learning approach to filling in missing sensor data and enabling better mood prediction (Abstract)

Natasha Jaques , Media Lab, Massachusetts Institute of Technology, Cambridge, Massachusetts 02139
Sara Taylor , Media Lab, Massachusetts Institute of Technology, Cambridge, Massachusetts 02139
Akane Sano , Media Lab, Massachusetts Institute of Technology, Cambridge, Massachusetts 02139
Rosalind Picard , Media Lab, Massachusetts Institute of Technology, Cambridge, Massachusetts 02139
pp. 202-208

Hand2Face: Automatic synthesis and recognition of hand over face occlusions (Abstract)

Behnaz Nojavanasghari , Synthetic Reality Lab, Department of Computer Science, University of Central Florida, Orlando, Florida
Charles E. Hughes , Synthetic Reality Lab, Department of Computer Science, University of Central Florida, Orlando, Florida
Tadas Baltrusaitis , Language Technology Institute, School of Computer Science, Carnegie Mellon University, Pittsburgh, PA
Louis-Philippe Morency , Language Technology Institute, School of Computer Science, Carnegie Mellon University, Pittsburgh, PA
pp. 209-215

Automatic action unit detection in infants using convolutional neural network (Abstract)

Zakia Hammal , Robotics Institute, Carnegie Mellon University, Pittsburgh, USA
Wen-Sheng Chu , Robotics Institute, Carnegie Mellon University, Pittsburgh, USA
Jeffrey F. Cohn , Robotics Institute, Carnegie Mellon University, Pittsburgh, USA
Carrie Heike , Seattle Children's Hospital, Seattle, USA
Matthew L. Speltz , University of Washington School of Medicine, Seattle, USA
pp. 216-221

Are you stressed? Your eyes and the mouse can tell (Abstract)

Jun Wang , Department of Computing, Hong Kong Polytechnic University, Hong Kong, China
Michael Xuelin Huang , Max Planck Institute for Informatics, Saarland Informatics Campus, Germany
Grace Ngai , Department of Computing, Hong Kong Polytechnic University, Hong Kong, China
Hong Va Leong , Department of Computing, Hong Kong Polytechnic University, Hong Kong, China
pp. 222-228

Manual and automatic measures confirm — Intranasal oxytocin increases facial expressivity (Abstract)

Catherine Neubauer , Army Research Laboratory, Los Angeles, California
Sharon Mozgai , University of Southern California, Los Angeles, California
Brandon Chuang , University of California, San Fransisco, California
Joshua Woolley , University of California, San Fransisco, California
Stefan Scherer , University of Southern California, Los Angeles, California
pp. 229-235

Weighted geodesic flow kernel for interpersonal mutual influence modeling and emotion recognition in dyadic interactions (Abstract)

Zhaojun Yang , Department of Electrical Engineering, University of Southern California, Los Angeles, CA 90089 USA
Boqing Gong , Center for Research in Computer Vision, University of Central Florida, Orlando, FL 32816 USA
Shrikanth Narayanan , Department of Electrical Engineering, University of Southern California, Los Angeles, CA 90089 USA
pp. 236-241

Perceptual enhancement of emotional mocap head motion: An experimental study (Abstract)

Yu Ding , Univeristy of Houston, Houston, TX, USA
Lei Shi , Univeristy of Houston, Houston, TX, USA
Zhigang Deng , Univeristy of Houston, Houston, TX, USA
pp. 242-247

The ordinal nature of emotions (Abstract)

Georgios N. Yannakakis , University of Malta
Roddy Cowie , Queen's University, Belfast
Carlos Busso , The University of Texas at Dallas
pp. 248-255

Improved facial expression recognition method based on ROI deep convolutional neutral network (Abstract)

Xiao Sun , School of Computer and Information, Hefei University of Technology, Hefei, Anhui, 230009
Man Lv , School of Computer and Information, Hefei University of Technology, Hefei, Anhui, 230009
Changqin Quan , Department of Computational Science, Kobe University, Kobe, Japan, 6578501
Fuji Ren , School of Computer and Information, Hefei University of Technology, Hefei, Anhui, 230009
pp. 256-261

Speech emotion recognition in noisy and reverberant environments (Abstract)

Panikos Heracleous , KDDI Research, Inc., 2-1-15 Ohara, Fujimino-shi, Saitama, 356-8502 Japan
Keiji Yasuda , KDDI Research, Inc., 2-1-15 Ohara, Fujimino-shi, Saitama, 356-8502 Japan
Fumiaki Sugaya , KDDI Research, Inc., 2-1-15 Ohara, Fujimino-shi, Saitama, 356-8502 Japan
Akio Yoneyama , KDDI Research, Inc., 2-1-15 Ohara, Fujimino-shi, Saitama, 356-8502 Japan
Masayuki Hashimoto , KDDI Corporation, Tokyo, Japan
pp. 262-266

Exploring sparse representation measures of physiological synchrony for romantic couples (Abstract)

Theodora Chaspari , University of Southern California
Adela C. Timmons , University of Southern California
Brian R. Baucom , University of Utah
Laura Perrone , Stony Brook University
Katherine J.W. Baucom , University of Utah
Panayiotis Georgiou , University of Southern California
Gayla Margolin , University of Southern California
Shrikanth S. Narayanan , University of Southern California
pp. 267-272

Emotional responses of vibrotactile-thermal stimuli: Effects of constant-temperature thermal stimuli (Abstract)

Yongjae Yoo , Department of Computer Science and Engineering, POSTECH, Pohang, South Korea 37673
Hojin Lee , Department of Computer Science and Engineering, POSTECH, Pohang, South Korea 37673
Hyejin Choi , Department of Computer Science and Engineering, POSTECH, Pohang, South Korea 37673
Seungmoon Choi , Department of Computer Science and Engineering, POSTECH, Pohang, South Korea 37673
pp. 273-278

The ABC of MOOCs: Affect and its inter-play with behavior and cognition (Abstract)

Shazia Afzal , IBM Research, India
Bikram Sengupta , IBM Research, India
Munira Syed , University of Notre Dame
Nitesh Chawla , University of Notre Dame
G. Alex Ambrose , University of Notre Dame
Malolan Chetlur , IBM Research, India
pp. 279-284

Affect recognition in an interactive gaming environment using eye tracking (Abstract)

Ashwaq Alhargan , EESE Department, University of Birmingham, Birmingham, United Kingdom
Neil Cooke , EESE Department, University of Birmingham, Birmingham, United Kingdom
Tareq Binjammaz , STLR Lab, De Montfort University, United Kingdom
pp. 285-291

NNIME: The NTHU-NTUA Chinese interactive multimodal emotion corpus (Abstract)

Huang-Cheng Chou , Department of Electrical Engineering, National Tsing Hua University
Wei-Cheng Lin , Department of Electrical Engineering, National Tsing Hua University
Lien-Chiang Chang , Department of Drama, National Taiwan University of Arts
Chyi-Chang Li , Graduate School of Arts and Humanities Instruction, National Taiwan University of Arts
Hsi-Pin Ma , Department of Electrical Engineering, National Tsing Hua University
Chi-Chun Lee , Department of Electrical Engineering, National Tsing Hua University
pp. 292-298

Aggression recognition using overlapping speech (Abstract)

Iulia Lefter , Systems Engineering Group, Faculty of Technology, Policy and Management, Delft University of Technology
Catholijn M. Jonker , Interactive Intelligence Group, Faculty of Electrical Engineering, Mathematics and Computer Science, Delft University of Technology
pp. 299-304

Emotion-augmented machine learning: Overview of an emerging domain (Abstract)

Harald Stromfelt , GLAM, Department of Computing, Imperial College London, London, United Kingdom
Yue Zhang , GLAM, Department of Computing, Imperial College London, London, United Kingdom
Bjorn W. Schuller , GLAM, Department of Computing, Imperial College London, London, United Kingdom
pp. 305-312

Embedding stacked bottleneck vocal features in a LSTM architecture for automatic pain level classification during emergency triage (Abstract)

Fu-Sheng Tsai , Department of Electrical Engineering, National Tsing Hua University, Taiwan
Yi-Ming Weng , Department of Emergency Medicine, Chang Gung Memorial Hospital, Taiwan
Chip-Jin Ng , Department of Emergency Medicine, Chang Gung Memorial Hospital, Taiwan
Chi-Chun Lee , Department of Electrical Engineering, National Tsing Hua University, Taiwan
pp. 313-318

Automatic emotional spoken language text corpus construction from written dialogs in fictions (Abstract)

Jinkun Chen , School of Electronics and Information Technology, Sun Yat-sen University
Cong Liu , School of Data and Computer Science, Sun Yat-sen University
Ming Li , School of Electronics and Information Technology, Sun Yat-sen University
pp. 319-324

Objective assessment of depressive symptoms with machine learning and wearable sensors data (Abstract)

Asma Ghandeharioun , Media Lab, MIT, Cambridge, MA 02139
Szymon Fedor , Media Lab, MIT, Cambridge, MA 02139
Lisa Sangermano , DCRP, MGH, Boston, MA 02114
Dawn Ionescu , DCRP, MGH, Boston, MA 02114
Jonathan Alpert , DCRP, MGH, Boston, MA 02114
Chelsea Dale , DCRP, MGH, Boston, MA 02114
David Sontag , CSAIL, MIT, Cambridge, MA 02139
Rosalind Picard , Media Lab, MIT, Cambridge, MA 02139
pp. 325-332

Towards general models of player affect (Abstract)

Elizabeth Camilleri , Institute of Digital Games, University of Malta
Georgios N. Yannakakis , Institute of Digital Games, University of Malta
Antonios Liapis , Institute of Digital Games, University of Malta
pp. 333-339

CAST a database: Rapid targeted large-scale big data acquisition via small-world modelling of social media platforms (Abstract)

Shahin Amiriparian , Chair of Complex & Intelligent Systems, University of Passau, Germany
Sergey Pugachevskiy , Chair of Complex & Intelligent Systems, University of Passau, Germany
Nicholas Cummins , Chair of Complex & Intelligent Systems, University of Passau, Germany
Simone Hantke , Chair of Complex & Intelligent Systems, University of Passau, Germany
Jouni Pohjalainen , Chair of Complex & Intelligent Systems, University of Passau, Germany
Gil Keren , Chair of Complex & Intelligent Systems, University of Passau, Germany
Bjorn Schuller , Chair of Complex & Intelligent Systems, University of Passau, Germany
pp. 340-345

Designing opportune stress intervention delivery timing using multi-modal data (Abstract)

Akane Sano , Massachusetts Institute of Technology, Cambridge, MA, USA
Paul Johns , Microsoft Research Redmond, WA, USA
Mary Czerwinski , Microsoft Research Redmond, WA, USA
pp. 346-353

Toward automatic detection of acute stress: Relevant nonverbal behaviors and impact of personality traits (Abstract)

David Antonio Gomez Jauregui , ESTIA, Bidart, France
Carole Castanier , CIAMS, Université Paris-Sud, Orsay, France
Bingbing Chang , CIAMS, Université Paris-Sud, Orsay, France
Michael Val , CIAMS, Université Paris-Sud, ESO Paris Recherche, Orsay, France
Franois Cottin , CIAMS, Universite Paris-Sud, Orsay, France
Christine Le Scanff , CIAMS, Universite Paris-Sud, Orsay, France
Jean Claude Martin , LIMSI-CNRS, Orsay, France
pp. 354-361

Exploring affection-oriented virtual pet game design strategies in VR attachment, motivations and expectations of users of pet games (Abstract)

Chaolan Lin , Department of Human-Centered Computing, Indiana University - Purdue University Indianapolis
Travis Faas , Department of Human-Centered Computing, Indiana University - Purdue University Indianapolis
Erin Brady , Department of Human-Centered Computing, Indiana University - Purdue University Indianapolis
pp. 362-369

Photorealistic facial expression synthesis by the conditional difference adversarial autoencoder (Abstract)

Yuqian Zhou , Department of Electronic and Computer Engineering, The Hong Kong University of Science and Technology, HKSAR, China
Bertram Emil Shi , Department of Electronic and Computer Engineering, The Hong Kong University of Science and Technology, HKSAR, China
pp. 370-376

A bootstrapped multi-view weighted Kernel fusion framework for cross-corpus integration of multimodal emotion recognition (Abstract)

Chun-Min Chang , Department of Electrical Engineering, National Tsing Hua University, Taiwan
Bo-Hao Su , Department of Electrical Engineering, National Tsing Hua University, Taiwan
Shih-Chen Lin , Department of Electrical Engineering, National Tsing Hua University, Taiwan
Jeng-Lin Li , Department of Electrical Engineering, National Tsing Hua University, Taiwan
Chi-Chun Lee , Department of Electrical Engineering, National Tsing Hua University, Taiwan
pp. 377-382

Learning spectro-temporal features with 3D CNNs for speech emotion recognition (Abstract)

Jaebok Kim , Human Media Interaction, University of Twente, Enschede, The Netherlands
Khiet P. Truong , Human Media Interaction, University of Twente, Enschede, The Netherlands
Gwenn Englebienne , Human Media Interaction, University of Twente, Enschede, The Netherlands
Vanessa Evers , Human Media Interaction, University of Twente, Enschede, The Netherlands
pp. 383-388

Multimodal classification of driver glance (Abstract)

Daniel Baumann , The Computer Laboratory, University of Cambridge, UK
Marwa Mahmoud , The Computer Laboratory, University of Cambridge, UK
Peter Robinson , The Computer Laboratory, University of Cambridge, UK
Eduardo Dias , Jaguar Land Rover, Coventry, UK
Lee Skrypchuk , Jaguar Land Rover, Coventry, UK
pp. 389-394

Facial action units detection under pose variations using deep regions learning (Abstract)

Asem M. Ali , Computer Vision and Image Processing Laboratory (CVIP Lab.), University of Louisville, Louisville, KY 40292
Islam Alkabbany , Computer Vision and Image Processing Laboratory (CVIP Lab.), University of Louisville, Louisville, KY 40292
Amal Farag , TSN, Inc., Palo Alto, CA 94303
Ian Bennett , TSN, Inc., Palo Alto, CA 94303
Aly Farag , Computer Vision and Image Processing Laboratory (CVIP Lab.), University of Louisville, Louisville, KY 40292
pp. 395-400

Facial action unit intensity estimation and feature relevance visualization with random regression forests (Abstract)

Philipp Werner , Institute for Information Technology and Communications, University of Magdeburg, Germany
Sebastian Handrich , Institute for Information Technology and Communications, University of Magdeburg, Germany
Ayoub Al-Hamadi , Institute for Information Technology and Communications, University of Magdeburg, Germany
pp. 401-406

Exploring moral conflicts in speech: Multidisciplinary analysis of affect and stress (Abstract)

Minha Lee , Human-Technology Interaction, Eindhoven University of Technology, Eindhoven, The Netherlands
Jaebok Kim , Human Media Interaction, University of Twente, Enschede, The Netherlands
Khiet Truong , Human Media Interaction, University of Twente, Enschede, The Netherlands
Yvonne de Kort , Human-Technology Interaction, Eindhoven University of Technology, Eindhoven, The Netherlands
Femke Beute , Human-Technology Interaction, Eindhoven University of Technology, Eindhoven, The Netherlands
Wijnand IJsselsteijn , Human-Technology Interaction, Eindhoven University of Technology, Eindhoven, The Netherlands
pp. 407-414

Formulating emotion perception as a probabilistic model with application to categorical emotion classification (Abstract)

Reza Lotfian , The University of Texas at Dallas
Carlos Busso , The University of Texas at Dallas
pp. 415-420

A taxonomy of mood research and its applications in computer science (Abstract)

Helma Torkamaan , University of Duisburg-Essen, Duisburg, Germany
Jurgen Ziegler , University of Duisburg-Essen, Duisburg, Germany
pp. 421-426

Refactoring facial expressions: An automatic analysis of natural occurring facial expressions in iterative social dilemma (Abstract)

Giota Stratou , University of Southern California, Institute for Creative Technologies, Los Angeles, California
Job Van Der Schalk , Cardiff University, Wales, UK
Rens Hoegen , University of Southern California, Institute for Creative Technologies, Los Angeles, California
Jonathan Gratch , University of Southern California, Institute for Creative Technologies, Los Angeles, California
pp. 427-433

Predicting speaker recognition reliability by considering emotional content (Abstract)

Srinivas Parthasarathy , The University of Texas at Dallas
Carlos Busso , The University of Texas at Dallas
pp. 434-439

An investigation into three visual characteristics of complex scenes that evoke human emotion (Abstract)

Xin Lu , The Pennsylvania State University, University Park, Pennsylvania, USA
Reginald B. Adams , The Pennsylvania State University, University Park, Pennsylvania, USA
Jia Li , The Pennsylvania State University, University Park, Pennsylvania, USA
Michelle G. Newman , The Pennsylvania State University, University Park, Pennsylvania, USA
James. Z. Wang , The Pennsylvania State University, University Park, Pennsylvania, USA
pp. 440-447

Decoding the perception of sincerity in written dialogues (Abstract)

Codruta Girlea , University of Illinois at Urbana-Champaign
Roxana Girju , University of Illinois at Urbana-Champaign
pp. 448-455

DeepBreath: Deep learning of breathing patterns for automatic stress recognition using low-cost thermal imaging in unconstrained settings (Abstract)

Youngjun Cho , UCL Interaction Centre, Faculty of Brain Sciences, University College London, London, United Kingdom
Nadia Bianchi-Berthouze , UCL Interaction Centre, Faculty of Brain Sciences, University College London, London, United Kingdom
Simon J. Julier , Department of Computer Science, University College London, London, United Kingdom
pp. 456-463

Comparing virtual reality with computer monitors as rating environments for affective dimensions in social interactions (Abstract)

Gary McKeown , School of Psychology, Queen's University Belfast, Belfast, Northern Ireland, United Kingdom
Christine Spencer , School of Psychology, Queen's University Belfast, Belfast, Northern Ireland, United Kingdom
Alex Patterson , School of Psychology, Queen's University Belfast, Belfast, Northern Ireland, United Kingdom
Thomas Creaney , School of Psychology, Queen's University Belfast, Belfast, Northern Ireland, United Kingdom
Damien Dupre , School of Psychology, Queen's University Belfast, Belfast, Northern Ireland, United Kingdom
pp. 464-469

Toward active and unobtrusive engagement assessment of distance learners (Abstract)

Brandon M. Booth , Department of CS, SAIL Lab, University of Southern California
Asem M. Ali , Department of ECE, CVIP Lab, University of Louisville
Shrikanth S. Narayanan , Department of CS, SAIL Lab, University of Southern California
Ian Bennett , TSN Inc.
Aly A. Farag , Department of ECE, CVIP Lab, University of Louisville
pp. 470-476

Grounded emotions (Abstract)

Vicki Liu , University of Michigan, Ann Arbor, MI
Carmen Banea , University of Michigan, Ann Arbor, MI
Rada Mihalcea , University of Michigan, Ann Arbor, MI
pp. 477-483

DCNN and DNN based multi-modal depression recognition (Abstract)

Le Yang , NPU-VUB Joint AVSP Research lab, School of Computer Science, Northwestern Polytechnical University(NPU), Shaanxi Key Lab on Speech and Image Information Processing, 127 Youyi Xilu, Xian 710072, China
Dongmei Jiang , NPU-VUB Joint AVSP Research lab, School of Computer Science, Northwestern Polytechnical University(NPU), Shaanxi Key Lab on Speech and Image Information Processing, 127 Youyi Xilu, Xian 710072, China
Wenjing Han , Language Computing Lab, Samsung R&D Institute of China-Beijing (SRC-B), Taiyanggong Mid Road 12A, Chaoyang District, Beijing 100028, China
Hichem Sahli , NPU-VUB Joint AVSP Research lab, Deptartment of Electronics & Informatics(ETRO), Vrije Universiteit Brussel(VUB), Pleinlaan 2, 1050 Brussels, Belgium
pp. 484-489

Visual attention in schizophrenia: Eye contact and gaze aversion during clinical interactions (Abstract)

Alexandria K. Vail , Human-Computer Interaction Institute, Carnegie Mellon University
Tadas Baltrusaitis , Language Technologies Institute, Carnegie Mellon University
Luciana Pennant , Department of Psychiatry, Harvard Medical School
Elizabeth Liebson , Department of Psychiatry, Harvard Medical School
Justin Baker , Department of Psychiatry, Harvard Medical School
Louis-Philippe Morency , Language Technologies Institute, Carnegie Mellon University
pp. 490-497

Heart rate estimation from facial videos for depression analysis (Abstract)

Aamir Mustafa , Department of Electronics and Communication Engineering, National Institute of Technology, Srinagar, India
Shalini Bhatia , Human-Centred Technology Research Centre, University of Canberra, Australia
Munawar Hayat , Human-Centred Technology Research Centre, University of Canberra, Australia
Roland Goecke , Human-Centred Technology Research Centre, University of Canberra, Australia
pp. 498-503

Automated video interview judgment on a large-sized corpus collected online (Abstract)

Lei Chen , Educational Testing Service (ETS), Princeton, NJ
Ru Zhao , Computer Science, University of Rochester, Rochester, NY
Chee Wee Leong , Educational Testing Service (ETS), Princeton, NJ
Blair Lehman , Educational Testing Service (ETS), Princeton, NJ
Gary Feng , Educational Testing Service (ETS), Princeton, NJ
Mohammed Ehsan Hoque , Computer Science, University of Rochester, Rochester, NY
pp. 504-509

GIFGIF+: Collecting emotional animated GIFs with clustered multi-task learning (Abstract)

Weixuan Chen , Media Lab, Massachusetts Institute of Technology, Cambridge, MA, USA
Ognjen Oggi Rudovic , Media Lab, Massachusetts Institute of Technology, Cambridge, MA, USA
Rosalind W. Picard , Media Lab, Massachusetts Institute of Technology, Cambridge, MA, USA
pp. 410-417

Modeling variable length phoneme sequences — A step towards linguistic information for speech emotion recognition in wider world (Abstract)

Kalani Wataraka Gamage , School of Electrical Engineering and Telecommunications, UNSW, Australia
Vidhyasaharan Sethu , School of Electrical Engineering and Telecommunications, UNSW, Australia
Eliathamby Ambikairajah , School of Electrical Engineering and Telecommunications, UNSW, Australia
pp. 518-523

An exploratory study of population differences based on massive database of physiological responses to music (Abstract)

Wei Huang , Department of Computer Science, Virginia Polytechnic Institute and State University, Blacksburg, Virginia 24061
R. Benjamin Knapp , Institute for Creativity, Arts, and Technology, Virginia Polytechnic Institute and State University, Blacksburg, Virginia 24061
pp. 524-530

Investigating gender differences in temporal dynamics during an iterated social dilemma: An automatic analysis using networks (Abstract)

Giota Stratou , University of Southern California, Institute for Creative Technologies, Los Angeles, California
Rens Hoegen , University of Southern California, Institute for Creative Technologies, Los Angeles, California
Gale Lucas , University of Southern California, Institute for Creative Technologies, Los Angeles, California
Jonathan Gratch , University of Southern California, Institute for Creative Technologies, Los Angeles, California
pp. 531-536

Spontaneous and posed smile recognition based on spatial and temporal patterns of facial EMG (Abstract)

Monica Perusquia-Hernandez , School of Integrative and Global Majors, University of Tsukuba
Mazakasu Hirokawa , Faculty of Engineering, Information and Systems, University of Tsukuba
Kenji Suzuki , Faculty of Engineering, Information and Systems, University of Tsukuba
pp. 537-541

Using natural language processing tools to develop complex models of student engagement (Abstract)

Stefan Slater , Penn Center for Learning Analytics, University of Pennsylvania, Philadelphia, Pennsylvania, USA
Jaclyn Ocumpaugh , Penn Center for Learning Analytics, University of Pennsylvania, Philadelphia, Pennsylvania, USA
Ryan Baker , Penn Center for Learning Analytics, University of Pennsylvania, Philadelphia, Pennsylvania, USA
Ma. Victoria Almeda , Human Development, Teachers College Columbia University, New York, New York, USA
Laura Allen , Department of Psychology, Arizona State University, Tempe, AZ, USA
Neil Heffernan , Department of Computer Science, Worcester Polytechnic Institute, Worcester, MA, USA
pp. 542-547

The dance of emotion: Demonstrating ubiquitous understanding of human motion and emotion in support of human computer interaction (Abstract)

Caitlin Sikora , Integrated Digital Media, Tandon School of Engineering, NYU, New York, NY, USA
Winslow Burleson , Rory Meyers College of Nursing, NYU, New York, NY, USA
pp. 548-555

CNN based 3D facial expression recognition using masking and landmark features (Abstract)

Huiyuan Yang , Department of Computer Science, State University of New York at Binghamton
Lijun Yin , Department of Computer Science, State University of New York at Binghamton
pp. 556-560

Reminiscence therapy improvement using emotional information (Abstract)

Soraia M. Alarcao , LASIGE, Faculdade de Ciências, Universidade de Lisboa, Portugal
pp. 561-565

Perceived emotion from images through deep neural networks (Abstract)

Alex Hernandez-Garcia , Institute of Cognitive Science, University of Osnabrück, Germany
pp. 566-570

Avatar and participant gender differences in the perception of uncanniness of virtual humans (Abstract)

Jacqueline Deanna Bailey , School of Electrical Engineering & Computing, University of Newcastle, Callaghan, Australia
pp. 571-575

Building a generalized model for multi-lingual vocal emotion conversion (Abstract)

Susmitha Vekkot , Dept of Electronics & Communication Engineering, Amrita School of Engineering, Bengaluru, Amrita Vishwa Vidyapeetham, Amrita University, India
pp. 576-580

Learning based visual engagement and self-efficacy (Abstract)

Svati Dhamija , University of Colorado Colorado Springs, 1420 Austin Bluffs Parkway, Colorado Springs, CO 80918
pp. 581-585

Automatic personality assessment in the wild (Abstract)

Amanjot Kaur , Department of Computer Science and Engineering, Indian Institute of Technology, Ropar
pp. 586-590

Wear your heart on your sleeve: Visible psychophysiology for contextualized relaxation (Abstract)

Adam Hair , Department of Computer Science and Engineering, Texas A&M University, College Station, Texas, USA
pp. 591-595

Automated mental stress recognition through mobile thermal imaging (Abstract)

Youngjun Cho , UCL Interaction Centre, Faculty of Brain Sciences, University College London, London, United Kingdom
pp. 596-600

Nonverbal conversation expressions processing for human-agent interactions (Abstract)

Kevin El Haddad , TCTS Lab-University Of Mons, Mons, Belgium
pp. 601-605

Dynamic emotion transitions based on emotion hysteresis (Abstract)

Yu Hao , Department of Design and Environmental Analysis, Cornell University, Ihtaca, NY, USA
pp. 606-610

Towards more meaningful interactive narrative with intelligent affective characters (Abstract)

Kenneth Chen , Department of Digital Media, Drexel University, Philadelphia PA 19106
pp. 611-615

Temporal patterns of facial expression in deceptive and honest communication (Abstract)

Taylan Kartal Sen , University of Rochester, Rochester, NY, United States
pp. 616-620
88 ms
(Ver 3.3 (11022016))