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18th ICMI 2016: Tokyo, Japan
- Yukiko I. Nakano, Elisabeth André
, Toyoaki Nishida, Louis-Philippe Morency, Carlos Busso, Catherine Pelachaud:
Proceedings of the 18th ACM International Conference on Multimodal Interaction, ICMI 2016, Tokyo, Japan, November 12-16, 2016. ACM 2016, ISBN 978-1-4503-4556-9
Invited Talks
- James W. Pennebaker
Understanding people by tracking their word use (keynote). 1 - Richard S. Zemel:
Learning to generate images and their descriptions (keynote). 2 - Susumu Tachi:
Embodied media: expanding human capacity via virtual reality and telexistence (keynote). 3 - Wolfgang Wahlster:
Help me if you can: towards multiadaptive interaction platforms (ICMI awardee talk). 4
Oral Session 1: Multimodal Social Agents
- Gale M. Lucas, Giota Stratou, Shari Lieblich, Jonathan Gratch:
Trust me: multimodal signals of trustworthiness. 5-12 - Iolanda Leite
Semi-situated learning of verbal and nonverbal content for repeated human-robot interaction. 13-20 - Catharine Oertel, José Lopes
Towards building an attentive artificial listener: on the perception of attentiveness in audio-visual feedback tokens. 21-28 - Soumia Dermouche, Catherine Pelachaud:
Sequence-based multimodal behavior modeling for social agents. 29-36
Oral Session 2: Physiological and Tactile Modalities
- Phuong Pham, Jingtao Wang:
Adaptive review for mobile MOOC learning via implicit physiological signal sensing. 37-44 - Nina Rosa, Wolfgang Hürst, Peter J. Werkhoven, Remco C. Veltkamp:
Visuotactile integration for depth perception in augmented reality. 45-52 - Kyriaki Kalimeri
Exploring multimodal biosignal features for stress detection during indoor mobility. 53-60 - Sebastian Peters, Jan Ole Johanssen, Bernd Bruegge:
An IDE for multimodal controls in smart buildings. 61-65
Poster Session 1
- Rui Hiraoka, Hiroki Tanaka
Personalized unknown word detection in non-native language reading using eye gaze. 66-70 - Daniel McDuff:
Discovering facial expressions for states of amused, persuaded, informed, sentimental and inspired. 71-75 - Rui Chen, Tiantian Xie, Yingtao Xie, Tao Lin, Ningjiu Tang:
Do speech features for detecting cognitive load depend on specific languages? 76-83 - Skanda Muralidhar, Laurent Son Nguyen, Denise Frauendorfer, Jean-Marc Odobez
Training on the job: behavioral analysis of job interviews in hospitality. 84-91 - Yelin Kim, Emily Mower Provost
Emotion spotting: discovering regions of evidence in audio-visual emotion expressions. 92-99 - Nese Alyüz, Eda Okur, Ece Oktay, Utku Genc, Sinem Aslan, Sinem Emine Mete, Bert Arnrich
Semi-supervised model personalization for improved detection of learner's emotional engagement. 100-107 - Nanxiang Li, Teruhisa Misu, Ashish Tawari, Alexandre Miranda Añon, Chihiro Suga, Kikuo Fujimura:
Driving maneuver prediction using car sensor and driver physiological signals. 108-112 - Jonathan Aigrain, Arnaud Dapogny, Kevin Bailly
On leveraging crowdsourced data for automatic perceived stress detection. 113-120 - Xun Cao, Naomi Yamashita, Toru Ishida
Investigating the impact of automated transcripts on non-native speakers' listening comprehension. 121-128 - Keith Curtis
Speaker impact on audience comprehension for academic presentations. 129-136 - Behnaz Nojavanasghari, Tadas Baltrusaitis, Charles E. Hughes
EmoReact: a multimodal approach and dataset for recognizing emotional responses in children. 137-144 - Sébastien Pelurson, Laurence Nigay:
Bimanual input for multiscale navigation with pressure and touch gestures. 145-152 - Felix Putze, Johannes Popp, Jutta Hild, Jürgen Beyerer, Tanja Schultz
Intervention-free selection using EEG and eye tracking. 153-160 - Lei Chen, Gary Feng, Chee Wee Leong, Blair Lehman, Michelle P. Martin-Raugh, Harrison Kell, Chong Min Lee, Su-Youn Yoon:
Automated scoring of interview videos using Doc2Vec multimodal feature extraction paradigm. 161-168 - Shogo Okada
Estimating communication skills using dialogue acts and nonverbal features in multiple discussion datasets. 169-176 - Patrick J. Donnelly, Nathaniel Blanchard
Multi-sensor modeling of teacher instructional segments in live classrooms. 177-184
Oral Session 3: Groups, Teams, and Meetings
- Fumio Nihei, Yukiko I. Nakano, Yutaka Takase
Meeting extracts for discussion summarization based on multimodal nonverbal information. 185-192 - Catherine Neubauer, Joshua Woolley, Peter Khooshabeh, Stefan Scherer:
Getting to know you: a multimodal investigation of team behavior and resilience to stress. 193-200 - Ionut Damian, Tobias Baur
Measuring the impact of multimodal behavioural feedback loops on social interactions. 201-208 - Ryo Ishii, Shiro Kumano, Kazuhiro Otsuka:
Analyzing mouth-opening transition pattern for predicting next speaker in multi-party meetings. 209-216
Oral Session 4: Personality and Emotion
- Biqiao Zhang, Georg Essl, Emily Mower Provost
Automatic recognition of self-reported and perceived emotion: does joint modeling help? 217-224 - Sheng Fang, Catherine Achard, Séverine Dubuisson:
Personality classification and behaviour interpretation: an approach based on feature categories. 225-232 - Xinzhou Xu, Jun Deng, Maryna Gavryukova, Zixing Zhang, Li Zhao, Björn W. Schuller
Multiscale kernel locally penalised discriminant analysis exemplified by emotion recognition in speech. 233-237 - Laura Cabrera Quiros
Estimating self-assessed personality from body movements and proximity in crowded mingling scenarios. 238-242
Poster Session 2
- Yuchi Huang, Hanqing Lu:
Deep learning driven hypergraph representation for image-based emotion recognition. 243-247 - Kevin El Haddad
Towards a listening agent: a system generating audiovisual laughs and smiles to show interest. 248-255 - Helen F. Hastie, Pasquale Dente, Dennis Küster
Sound emblems for affective multimodal output of a robotic tutor: a perception study. 256-260 - Hiroki Tanaka
Automatic detection of very early stage of dementia through multimodal interaction with computer avatars. 261-265 - Simon Flutura, Johannes Wagner, Florian Lingenfelser, Andreas Seiderer
MobileSSI: asynchronous fusion for social signal interpretation in the wild. 266-273 - Yue Zhang, Felix Weninger, Anton Batliner, Florian Hönig, Björn W. Schuller
Language proficiency assessment of English L2 speakers based on joint analysis of prosody and native language. 274-278 - Emad Barsoum, Cha Zhang, Cristian Canton-Ferrer, Zhengyou Zhang:
Training deep networks for facial expression recognition with crowd-sourced label distribution. 279-283 - Behnaz Nojavanasghari, Deepak Gopinath, Jayanth Koushik, Tadas Baltrusaitis, Louis-Philippe Morency:
Deep multimodal fusion for persuasiveness prediction. 284-288 - Oleg Spakov
Comparison of three implementations of HeadTurn: a multimodal interaction technique with gaze and head turns. 289-296 - Maike Paetzel
Effects of multimodal cues on children's perception of uncanniness in a social robot. 297-301 - Wolfgang Hürst, Kevin Vriens:
Multimodal feedback for finger-based interaction in mobile augmented reality. 302-306 - Murtaza Dhuliawala, Juyoung Lee, Junichi Shimizu, Andreas Bulling
Smooth eye movement interaction using EOG glasses. 307-311 - Punarjay Chakravarty, Jeroen Zegers
Active speaker detection with audio-visual co-training. 312-316 - Cigdem Beyan
Detecting emergent leader in a meeting environment using nonverbal visual features only. 317-324 - Ailbhe N. Finnerty, Skanda Muralidhar, Laurent Son Nguyen, Fabio Pianesi, Daniel Gatica-Perez:
Stressful first impressions in job interviews. 325-332
Oral Session 5: Gesture, Touch, and Haptics
- Alex Shaw, Lisa Anthony:
Analyzing the articulation features of children's touchscreen gestures. 333-340 - Imtiaj Ahmed
Reach out and touch me: effects of four distinct haptic technologies on affective touch in virtual reality. 341-348 - Philipp Mock, Peter Gerjets, Maike Tibus, Ulrich Trautwein, Korbinian Möller, Wolfgang Rosenstiel:
Using touchscreen interaction data to predict cognitive workload. 349-356 - Adrien Arnaud, Jean-Baptiste Corrégé, Céline Clavel, Michèle Gouiffès, Mehdi Ammi:
Exploration of virtual environments on tablet: comparison between tactile and tangible interaction techniques. 357-361
Oral Session 6: Skill Training and Assessment
- Afra J. Mashhadi, Akhil Mathur, Marc Van den Broeck, Geert Vanderhulst, Fahim Kawsar:
Understanding the impact of personal feedback on face-to-face interactions in the workplace. 362-369 - Sowmya Rasipuram, Pooja Rao S. B.
Asynchronous video interviews vs. face-to-face interviews for communication skill measurement: a systematic study. 370-377 - Xiang Xiao, Jingtao Wang:
Context and cognitive state triggered interventions for mobile MOOC learning. 378-385 - Mathieu Chollet
Native vs. non-native language fluency implications on multimodal interaction for interpersonal skills training. 386-393
Demo Session 1
- Ionut Damian, Michael Dietz
Social signal processing for dummies. 394-395 - Michael Cohen
Metering "black holes": networking stand-alone applications for distributed multimodal synchronization. 396-397 - Euan Freeman
Towards a multimodal adaptive lighting system for visually impaired children. 398-399 - Graham A. Wilson, Euan Freeman
Multimodal affective feedback: combining thermal, vibrotactile, audio and visual signals. 400-401 - Ron Artstein, David R. Traum, Jill Boberg, Alesia Gainer, Jonathan Gratch, Emmanuel Johnson
Niki and Julie: a robot and virtual human for studying multimodal social interaction. 402-403 - Helen F. Hastie, Xingkun Liu, Pedro Patrón:
A demonstration of multimodal debrief generation for AUVs, post-mission and in-mission. 404-405 - Simon Flutura, Johannes Wagner, Florian Lingenfelser, Andreas Seiderer
Laughter detection in the wild: demonstrating a tool for mobile social signal processing and visualization. 406-407
Demo Session 2
- Fiona Dermody
Multimodal system for public speaking with real time feedback: a positive computing perspective. 408-409 - Wataru Hashiguchi, Junya Morita
Multimodal biofeedback system integrating low-cost easy sensing devices. 410-411 - Kana Kushida, Hideyuki Nakanishi:
A telepresence system using a flexible textile display. 412-413 - Ryu Yasuhara, Masashi Inoue, Ikuya Suga, Tetsuo Kosaka:
Large-scale multimodal movie dialogue corpus. 414-415 - Wan-Lun Tsai, You-Lun Hsu, Chi-Po Lin, Chen-Yu Zhu, Yu-Cheng Chen, Min-Chun Hu:
Immersive virtual reality with multimodal interaction and streaming technology. 416 - Divesh Lala, Pierrick Milhorat, Koji Inoue, Tianyu Zhao, Tatsuya Kawahara
Multimodal interaction with the autonomous Android ERICA. 417-418 - Michel F. Valstar, Tobias Baur
Ask Alice: an artificial retrieval of information agent. 419-420 - Anmol Srivastava
Design of multimodal instructional tutoring agents using augmented reality and smart learning objects. 421-422 - Phuong Pham, Jingtao Wang:
AttentiveVideo: quantifying emotional responses to mobile video advertisements. 423-424 - Iván Gris, Diego A. Rivera, Alex Rayon, Adriana I. Camacho, David G. Novick:
Young Merlin: an embodied conversational agent in virtual reality. 425-426
EmotiW Challenge
- Abhinav Dhall, Roland Göcke
EmotiW 2016: video and group-level emotion recognition challenges. 427-432 - Sarah Adel Bargal, Emad Barsoum, Cristian Canton-Ferrer, Cha Zhang:
Emotion recognition in the wild from videos using images. 433-436 - Aleksandra Cerekovic:
A deep look into group happiness prediction from images. 437-444 - Yin Fan, Xiangju Lu, Dian Li, Yuanliu Liu:
Video-based emotion recognition using CNN-RNN and C3D hybrid networks. 445-450 - Bo Sun, Qinglan Wei, Liandong Li, Qihua Xu, Jun He
LSTM for dynamic emotion and group emotion recognition in the wild. 451-457 - Jingwei Yan, Wenming Zheng, Zhen Cui, Chuangao Tang, Tong Zhang, Yuan Zong, Ning Sun:
Multi-clue fusion for emotion recognition in the wild. 458-463 - Jianlong Wu, Zhouchen Lin, Hongbin Zha:
Multi-view common space learning for emotion recognition in the wild. 464-471 - Anbang Yao, Dongqi Cai, Ping Hu, Shandong Wang, Liang Sha, Yurong Chen
HoloNet: towards robust emotion recognition in the wild. 472-478 - Vassilios Vonikakis, Yasin Yazici, Viet Dung Nguyen, Stefan Winkler:
Group happiness assessment using geometric features and dataset balancing. 479-486 - Jianshu Li, Sujoy Roy, Jiashi Feng, Terence Sim:
Happiness level prediction with sequential inputs via multiple regressions. 487-493 - Shizhe Chen, Xinrui Li, Qin Jin, Shilei Zhang, Yong Qin:
Video emotion recognition in the wild based on fusion of multimodal features. 494-500 - John Gideon, Biqiao Zhang, Zakaria Aldeneh, Yelin Kim, Soheil Khorram, Duc Le, Emily Mower Provost
Wild wild emotion: a multimodal ensemble approach. 501-505 - Wan Ding, Mingyu Xu, Dong-Yan Huang, Weisi Lin, Minghui Dong, Xinguo Yu, Haizhou Li
Audio and face video emotion recognition in the wild using deep neural networks and small datasets. 506-513 - Mostafa Mehdipour-Ghazi
Automatic emotion recognition in the wild using an ensemble of static and dynamic representations. 514-521
Doctoral Consortium
- Maike Paetzel
The influence of appearance and interaction strategy of a social robot on the feeling of uncanniness in humans. 522-526 - Xueting Wang:
Viewing support system for multi-view videos. 527-531 - Alix Pérusseau-Lambert:
Engaging children with autism in a shape perception task using a haptic force feedback interface. 532-535 - Kei Shimonishi:
Modeling user's decision process through gaze behavior. 536-540 - Fiona Dermody
Multimodal positive computing system for public speaking with real-time feedback. 541-545 - Sowmya Rasipuram:
Prediction/Assessment of communication skill using multimodal cues in social interactions. 546-549 - Nina Rosa:
Player/Avatar body relations in multimodal augmented reality games. 550-553 - Soumia Dermouche:
Computational model for interpersonal attitude expression. 554-558 - Ploypailin Intapong, Tipporn Laohakangvalvit
Assessing symptoms of excessive SNS usage based on user behavior and emotion. 559-562 - Tipporn Laohakangvalvit
Kawaii feeling estimation by product attributes and biological signals. 563-566 - Shalini Bhatia:
Multimodal sensing of affect intensity. 567-571 - Anmol Srivastava
Enriching student learning experience using augmented reality and smart learning objects. 572-576 - Krystian Radlak
Automated recognition of facial expressions authenticity. 577-581 - Biqiao Zhang:
Improving the generalizability of emotion recognition systems: towards emotion recognition in the wild. 582-586
Grand Challenge Summary
- Abhinav Dhall, Roland Goecke
Emotion recognition in the wild challenge 2016. 587-588
Workshop Summaries
- Patrick Holthaus
1st international workshop on embodied interaction with smart environments (workshop summary). 589-590 - Khiet P. Truong, Dirk Heylen, Toyoaki Nishida, Mohamed Chetouani
ASSP4MI2016: 2nd international workshop on advancements in social signal processing for multimodal interaction (workshop summary). 591-592 - Kim Hartmann, Ingo Siegert, Albert Ali Salah
ERM4CT 2016: 2nd international workshop on emotion representations and modelling for companion systems (workshop summary). 593-595 - Wolfgang Hürst, Daisuke Iwai
International workshop on multimodal virtual and augmented reality (workshop summary). 596-597 - Mohamed Chetouani
International workshop on social learning and multimodal interaction for designing artificial agents (workshop summary). 598-600 - Anton Nijholt
1st international workshop on multi-sensorial approaches to human-food interaction (workshop summary). 601-603 - Ronald Böck, Francesca Bonin
International workshop on multimodal analyses enabling artificial agents in human- machine interaction (workshop summary). 604-605
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