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ICMI 2019: Suzhou, China
- Wen Gao, Helen Mei-Ling Meng, Matthew A. Turk, Susan R. Fussell, Björn W. Schuller, Yale Song, Kai Yu:
International Conference on Multimodal Interaction, ICMI 2019, Suzhou, China, October 14-18, 2019. ACM 2019, ISBN 978-1-4503-6860-5
Keynote & Invited Talks
- Hsiao-Wuen Hon:
A Brief History of Intelligence. 1 - Zhengyou Zhang:
Challenges of Multimodal Interaction in the Era of Human-Robot Coexistence. 2 - Alexander Waibel:
Connecting Humans with Humans: Multimodal, Multilingual, Multiparty Mediation. 3-4 - Elisabeth André
:
Socially-Aware User Interfaces: Can Genuine Sensitivity Be Learnt at all? 5
Session 1: Human Behavior
- Ognjen Rudovic, Meiru Zhang, Björn W. Schuller
Multi-modal Active Learning From Human Data: A Deep Reinforcement Learning Approach. 6-15 - Gian-Luca Savino
Comparing Pedestrian Navigation Methods in Virtual Reality and Real Life. 16-25 - Metehan Doyran
Video and Text-Based Affect Analysis of Children in Play Therapy. 26-34 - Byung Cheol Song, Min Kyu Lee, Dong-Yoon Choi:
Facial Expression Recognition via Relation-based Conditional Generative Adversarial Network. 35-39 - Suowei Wu, Zhengyin Du
Continuous Emotion Recognition in Videos by Fusing Facial Expression, Head Pose and Eye Gaze. 40-48 - Md Abdullah Al Fahim, Mohammad Maifi Hasan Khan, Theodore Jensen, Yusuf Albayram, Emil Coman, Ross Buck:
Effect of Feedback on Users' Immediate Emotions: Analysis of Facial Expressions during a Simulated Target Detection Task. 49-58
Session 2: Artificial Agents
- Mohammad Soleymani, Kalin Stefanov, Sin-Hwa Kang, Jan Ondras
Multimodal Analysis and Estimation of Intimate Self-Disclosure. 59-68 - Deepali Aneja, Daniel McDuff, Shital Shah:
A High-Fidelity Open Embodied Avatar with Lip Syncing and Expression Capabilities. 69-73 - Chaitanya Ahuja, Shugao Ma, Louis-Philippe Morency, Yaser Sheikh:
To React or not to React: End-to-End Visual Pose Forecasting for Personalized Avatar during Dyadic Conversations. 74-84 - Yuki Hirano, Shogo Okada
Multitask Prediction of Exchange-level Annotations for Multimodal Dialogue Systems. 85-94 - Leili Tavabi, Kalin Stefanov, Setareh Nasihati Gilani, David R. Traum, Mohammad Soleymani:
Multimodal Learning for Identifying Opportunities for Empathetic Responses. 95-104
Session 3: Touch and Gesture
- Abishek Sriramulu, Jionghao Lin
Dynamic Adaptive Gesturing Predicts Domain Expertise in Mathematics. 105-113 - Zhuoming Zhang, Robin Héron, Eric Lecolinet, Françoise Détienne, Stéphane Safin
VisualTouch: Enhancing Affective Touch Communication with Multi-modality Stimulation. 114-123 - Jongho Lim, Yongjae Yoo
TouchPhoto: Enabling Independent Picture Taking and Understanding for Visually-Impaired Users. 124-134 - Ilhan Aslan, Katharina Weitz
Creativity Support and Multimodal Pen-based Interaction. 135-144 - Hao Jiang:
Motion Eavesdropper: Smartwatch-based Handwriting Recognition Using Deep Learning. 145-153
Session 4: Physiological Modeling
- Tobias Appel
Predicting Cognitive Load in an Emergency Simulation Based on Behavioral and Physiological Measures. 154-163 - Yuning Qiu, Teruhisa Misu, Carlos Busso
Driving Anomaly Detection with Conditional Generative Adversarial Network using Physiological and CAN-Bus Data. 164-173 - Mimansa Jaiswal, Zakaria Aldeneh, Emily Mower Provost:
Controlling for Confounders in Multimodal Emotion Classification via Adversarial Learning. 174-184 - Yi Ding, Brandon Huynh, Aiwen Xu, Tom Bullock, Hubert Cecotti, Matthew A. Turk, Barry Giesbrecht, Tobias Höllerer:
Multimodal Classification of EEG During Physical Activity. 185-194
Session 5: Sound and interaction
- Erik Wolf, Sara Klüber, Chris Zimmerer, Jean-Luc Lugrin, Marc Erich Latoschik
"Paint that object yellow": Multimodal Interaction to Enhance Creativity During Design Tasks in VR. 195-204 - Najla Al Futaisi
VCMNet: Weakly Supervised Learning for Automatic Infant Vocalisation Maturity Analysis. 205-209 - Nicole Andelic
Evidence for Communicative Compensation in Debt Advice with Reduced Multimodality. 210-219 - Ahmed Hussen Abdelaziz, Barry-John Theobald, Justin Binder, Gabriele Fanelli, Paul Dixon, Nicholas Apostoloff, Thibaut Weise, Sachin Kajareker:
Speaker-Independent Speech-Driven Visual Speech Synthesis using Domain-Adapted Acoustic Models. 220-225 - Divesh Lala, Koji Inoue, Tatsuya Kawahara
Smooth Turn-taking by a Robot Using an Online Continuous Model to Generate Turn-taking Cues. 226-234 - Rui Hou, Verónica Pérez-Rosas, Stacy L. Loeb, Rada Mihalcea:
Towards Automatic Detection of Misinformation in Online Medical Videos. 235-243
Session 6: Multiparty interaction
- Lucca Eloy, Angela E. B. Stewart, Mary Jean Amon
Modeling Team-level Multimodal Dynamics during Multiparty Collaboration. 244-258 - Kevin El Haddad
Smile and Laugh Dynamics in Naturalistic Dyadic Interactions: Intensity Levels, Sequences and Roles. 259-263 - Go Miura, Shogo Okada
Task-independent Multimodal Prediction of Group Performance Based on Product Dimensions. 264-273 - Philipp Matthias Müller
Emergent Leadership Detection Across Datasets. 274-278 - Ameneh Shamekhi, Timothy W. Bickmore:
A Multimodal Robot-Driven Meeting Facilitation System for Group Decision-Making Sessions. 279-290
Poster Session
- Stephanie Arevalo
What's behind a choice? Understanding Modality Choices under Changing Environmental Conditions. 291-301 - Yulan Chen, Jia Jia, Zhiyong Wu:
Modeling Emotion Influence Using Attention-based Graph Convolutional Recurrent Network. 302-309 - Maite Frutos Pascual
Evaluation of Ultrasound Haptics as a Supplementary Feedback Cue for Grasping in Virtual Environments. 310-318 - Yosra Rekik
Understanding the Attention Demand of Touch and Tangible Interaction on a Composite Task. 319-328 - Chandan Kumar, Daniyal Akbari, Raphael Menges, I. Scott MacKenzie
TouchGazePath: Multimodal Interaction with Touch and Gaze Path for Secure Yet Efficient PIN Entry. 329-338 - Mira Sarkis, Céline Coutrix
WiBend: Wi-Fi for Sensing Passive Deformable Surfaces. 339-348 - Kaixin Ma, Xinyu Wang, Xinru Yang, Mingtong Zhang, Jeffrey M. Girard
ElderReact: A Multimodal Dataset for Recognizing Emotional Response in Aging Adults. 349-357 - Jiaming Huang, Chen Min, Liping Jing:
Unsupervised Deep Fusion Cross-modal Hashing. 358-366 - Vineet Mehta, Sai Srinadhu Katta, Devendra Pratap Yadav, Abhinav Dhall:
DIF : Dataset of Perceived Intoxicated Faces for Drunk Person Identification. 367-374 - Soumia Dermouche, Catherine Pelachaud
Generative Model of Agent's Behaviors in Human-Agent Interaction. 375-384 - Lingyu Zhang, Mallory Morgan, Indrani Bhattacharya
Improved Visual Focus of Attention Estimation and Prosodic Features for Analyzing Group Interactions. 385-394 - Youfang Leng
DeepReviewer: Collaborative Grammar and Innovation Neural Network for Automatic Paper Review. 395-403 - Tianyi Zhang
CorrFeat: Correlation-based Feature Extraction Algorithm using Skin Conductance and Pupil Diameter for Emotion Recognition. 404-408 - Ankit Parag Shah, Vasu Sharma, Vaibhav Vaibhav, Mahmoud Alismail, Louis-Philippe Morency:
Multimodal Behavioral Markers Exploring Suicidal Intent in Social Media Videos. 409-413 - Dimosthenis Kontogiorgos, André Pereira, Joakim Gustafson:
Estimating Uncertainty in Task-Oriented Dialogue. 414-418 - Fumio Nihei, Yukiko I. Nakano, Ryuichiro Higashinaka, Ryo Ishii:
Determining Iconic Gesture Forms based on Entity Image Representation. 419-425 - Sixia Li, Shogo Okada
Interaction Process Label Recognition in Group Discussion. 426-434 - Qingqing Li, Theodora Chaspari:
Exploring Transfer Learning between Scripted and Spontaneous Speech for Emotion Recognition. 435-439 - Soumia Dermouche, Catherine Pelachaud
Engagement Modeling in Dyadic Interaction. 440-445
Doctoral Consortium
- Hashini Senaratne
Detecting Temporal Phases of Anxiety in The Wild: Toward Continuously Adaptive Self-Regulation Technologies. 446-452 - Leili Tavabi:
Multimodal Machine Learning for Interactive Mental Health Therapy. 453-456 - Aishat Aloba:
Tailoring Motion Recognition Systems to Children's Motions. 457-462 - Tianyi Zhang
Multi-modal Fusion Methods for Robust Emotion Recognition using Body-worn Physiological Sensors in Mobile Environments. 463-467 - Michel-Pierre Jansen:
Communicative Signals and Social Contextual Factors in Multimodal Affect Recognition. 468-472 - Sambit Praharaj:
Co-located Collaboration Analytics. 473-476 - Chaitanya Ahuja:
Coalescing Narrative and Dialogue for Grounded Pose Forecasting. 477-481 - Lisa-Marie Vortmann:
Attention-driven Interaction Systems for Augmented Reality. 482-486 - Abdul Rafey Aftab:
Multimodal Driver Interaction with Gesture, Gaze and Speech. 487-492
Demo and Exhibit Session
- Zi Fong Yong, Ai Ling Ng, Yuta Nakayama:
The Dyslexperience: Use of Projection Mapping to Simulate Dyslexia. 493-495 - Yuyun Hua, Sixian Zhang, Xinhang Song, Jia'ning Li, Shuqiang Jiang:
A Real-Time Scene Recognition System Based on RGB-D Video Streams. 496-498 - Jin-hwan Oh, Sudhakar Sah, Jihoon Kim, Yoori Kim, Jeonghwa Lee, Wooseung Lee, Myeongsoo Shin, Jaeyon Hwang, Seongwon Kim:
Hang Out with the Language Assistant. 499-500 - Fahim A. Salim, Fasih Haider
A Searching and Automatic Video Tagging Tool for Events of Interest during Volleyball Training Sessions. 501-503 - Abdenaceur Abdouni
Seeing Is Believing but Feeling Is the Truth: Visualising Mid-Air Haptics in Oil Baths and Lightboxes. 504-505 - Khalil J. Anderson
Chemistry Pods: A Mutlimodal Real Time and Retrospective Tool for the Classroom. 506-507 - Aaron E. Rodriguez, Adriana I. Camacho, Laura J. Hinojos, Mahdokht Afravi, David G. Novick:
A Proxemics Measurement Tool Integrated into VAIF and Unity. 508-509
Challenge 1: The 1st Chinese Audio-Textual Spoken Language Understanding Challenge
- Xu Wang, Chengda Tang, Xiaotian Zhao, Xuancai Li, Zhuolin Jin, Dequan Zheng, Tiejun Zhao:
Transfer Learning Methods for Spoken Language Understanding. 510-515 - Heyan Huang, Xianling Mao, Puhai Yang:
Streamlined Decoder for Chinese Spoken Language Understanding. 516-520 - Su Zhu, Zijian Zhao, Tiejun Zhao, Chengqing Zong, Kai Yu:
CATSLU: The 1st Chinese Audio-Textual Spoken Language Understanding Challenge. 521-525 - Chaohong Tan, Zhenhua Ling:
Multi-Classification Model for Spoken Language Understanding. 526-530 - Hao Li, Chen Liu, Su Zhu, Kai Yu:
Robust Spoken Language Understanding with Acoustic and Domain Knowledge. 531-535
Challenge 2: The 1st Mandarin Audio-Visual Speech Recognition Challenge (MAVSR)
- Yue Yao, Tianyu Wang, Heming Du, Liang Zheng
Spotting Visual Keywords from Temporal Sliding Windows. 536-539 - Yougen Yuan, Wei Tang, Minhao Fan, Yue Cao, Peng Zhang, Lei Xie:
Deep Audio-visual System for Closed-set Word-level Speech Recognition. 540-545
Challenge 3: Seventh Emotion Recognition in the Wild Challenge (EmotiW)
- Abhinav Dhall:
EmotiW 2019: Automatic Emotion, Engagement and Cohesion Prediction Tasks. 546-550 - Kai Wang, Jianfei Yang, Da Guo, Kaipeng Zhang, Xiaojiang Peng, Yu Qiao:
Bootstrap Model Ensemble and Rank Loss for Engagement Intensity Regression. 551-556 - Da Guo, Kai Wang, Jianfei Yang, Kaipeng Zhang, Xiaojiang Peng, Yu Qiao
Exploring Regularizations with Face, Body and Image Cues for Group Cohesion Prediction. 557-561 - Hengshun Zhou, Debin Meng, Yuanyuan Zhang, Xiaojiang Peng, Jun Du, Kai Wang, Yu Qiao
Exploring Emotion Features and Fusion Strategies for Audio-Video Emotion Recognition. 562-566 - Van Thong Huynh
Engagement Intensity Prediction withFacial Behavior Features. 567-571 - Dang Xuan Tien
Group-level Cohesion Prediction using Deep Learning Models with A Multi-stream Hybrid Network. 572-576 - Bin Zhu, Xin Guo, Kenneth E. Barner, Charles Boncelet:
Automatic Group Cohesiveness Detection With Multi-modal Features. 577-581 - Jianming Wu, Zhiguang Zhou, Yanan Wang, Yi Li, Xin Xu, Yusuke Uchida
Multi-feature and Multi-instance Learning with Anti-overfitting Strategy for Engagement Intensity Prediction. 582-588 - Sunan Li, Wenming Zheng, Yuan Zong, Cheng Lu, Chuangao Tang
Bi-modality Fusion for Emotion Recognition in the Wild. 589-594 - Yanan Wang, Jianming Wu, Keiichiro Hoashi:
Multi-Attention Fusion Network for Video-based Emotion Recognition. 595-601
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