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17th ICMI 2015: Seattle, WA, USA
- Zhengyou Zhang, Phil Cohen, Dan Bohus, Radu Horaud, Helen Meng:
Proceedings of the 2015 ACM on International Conference on Multimodal Interaction, Seattle, WA, USA, November 09 - 13, 2015. ACM 2015, ISBN 978-1-4503-3912-4
Keynote Address 1
- Samy Bengio:
Sharing Representations for Long Tail Computer Vision Problems. 1
Keynote Address 2
- Kerstin Dautenhahn:
Interaction Studies with Social Robots. 3
Keynote Address 3 (Sustained Accomplishment Award Talk)
- Eric Horvitz:
Connections: 2015 ICMI Sustained Accomplishment Award Lecture. 5
Oral Session 1: Machine Learning in Multimodal Systems
- Moitreya Chatterjee, Sunghyun Park, Louis-Philippe Morency, Stefan Scherer:
Combining Two Perspectives on Classifying Multimodal Data for Recognizing Speaker Traits. 7-14 - Shogo Okada
, Oya Aran
Personality Trait Classification via Co-Occurrent Multiparty Multimodal Event Discovery. 15-22 - Vikram Ramanarayanan, Chee Wee Leong, Lei Chen, Gary Feng, David Suendermann-Oeft:
Evaluating Speech, Face, Emotion and Body Movement Time-series Features for Automated Multimodal Presentation Scoring. 23-30 - Tanaya Guha, Che-Wei Huang, Naveen Kumar, Yan Zhu, Shrikanth S. Narayanan:
Gender Representation in Cinematic Content: A Multimodal Approach. 31-34
Oral Session 2: Audio-Visual, Multimodal Inference
- Keith Curtis
Effects of Good Speaking Techniques on Audience Engagement. 35-42 - Torsten Wörtwein, Mathieu Chollet
Multimodal Public Speaking Performance Assessment. 43-50 - Laurent Son Nguyen, Daniel Gatica-Perez:
I Would Hire You in a Minute: Thin Slices of Nonverbal Behavior in Job Interviews. 51-58 - Verónica Pérez-Rosas, Mohamed Abouelenien, Rada Mihalcea, Mihai Burzo:
Deception Detection using Real-life Trial Data. 59-66
Oral Session 3: Language, Speech and Dialog
- Gabriel Skantze
Exploring Turn-taking Cues in Multi-party Human-robot Discussions about Objects. 67-74 - Teruhisa Misu:
Visual Saliency and Crowdsourcing-based Priors for an In-car Situated Dialog System. 75-82 - Yun-Nung Chen, Ming Sun, Alexander I. Rudnicky
Leveraging Behavioral Patterns of Mobile Applications for Personalized Spoken Language Understanding. 83-86 - Punarjay Chakravarty, Sayeh Mirzaei
Who's Speaking?: Audio-Supervised Classification of Active Speakers in Video. 87-90
Oral Session 4: Communication Dynamics
- Yukiko I. Nakano, Sakiko Nihonyanagi, Yutaka Takase
Predicting Participation Styles using Co-occurrence Patterns of Nonverbal Behaviors in Collaborative Learning. 91-98 - Ryo Ishii, Shiro Kumano, Kazuhiro Otsuka:
Multimodal Fusion using Respiration and Gaze for Predicting Next Speaker in Multi-Party Meetings. 99-106 - Catharine Oertel, Kenneth Alberto Funes Mora, Joakim Gustafson, Jean-Marc Odobez
Deciphering the Silent Participant: On the Use of Audio-Visual Cues for the Classification of Listener Categories in Group Discussions. 107-114 - Najmeh Sadoughi, Carlos Busso
Retrieving Target Gestures Toward Speech Driven Animation with Meaningful Behaviors. 115-122
Oral Session 5: Interaction Techniques
- Konstantin Klamka
Look & Pedal: Hands-free Navigation in Zoomable Information Spaces through Gaze-supported Foot Input. 123-130 - Ishan Chatterjee, Robert Xiao, Chris Harrison:
Gaze+Gesture: Expressive, Precise and Targeted Free-Space Interactions. 131-138 - Nimesha Ranasinghe, Gajan Suthokumar, Kuan-Yi Lee, Ellen Yi-Luen Do
Digital Flavor: Towards Digitally Simulating Virtual Flavors. 139-146 - Xi Laura Cang, Paul Bucci, Andrew Strang, Jeff Allen, Karon E. MacLean
Different Strokes and Different Folks: Economical Dynamic Surface Sensing and Affect-Related Touch Recognition. 147-154
Oral Session 6: Mobile and Wearable
- Yu-Hao Wu, Jia Jia, Wai-Kim Leung, Yejun Liu, Lianhong Cai:
MPHA: A Personal Hearing Doctor Based on Mobile Devices. 155-162 - Xiang Xiao, Jingtao Wang:
Towards Attentive, Bi-directional MOOC Learning on Mobile Devices. 163-170 - Yeseul Park, Kyle Koh, Heonjin Park, Jinwook Seo:
An Experiment on the Feasibility of Spatial Acquisition using a Moving Auditory Cue for Pedestrian Navigation. 171-174 - Antti Jylhä
A Wearable Multimodal Interface for Exploring Urban Points of Interest. 175-182
Poster Session
- Fred Charles
ECA Control using a Single Affective User Dimension. 183-190 - Sébastien Pelurson, Laurence Nigay:
Multimodal Interaction with a Bifocal View on Mobile Devices. 191-198 - Kim Hartmann, Julia Krüger, Jörg Frommer, Andreas Wendemuth:
NaLMC: A Database on Non-acted and Acted Emotional Sequences in HCI. 199-202 - Behjat Siddiquie, Dave Chisholm, Ajay Divakaran:
Exploiting Multimodal Affect and Semantics to Identify Politically Persuasive Web Videos. 203-210 - Samer Al Moubayed, Jill Lehman:
Toward Better Understanding of Engagement in Multiparty Spoken Interaction with Children. 211-218 - Yina Ye, Petteri Nurmi
Gestimator: Shape and Stroke Similarity Based Gesture Recognition. 219-226 - Sarah Strohkorb, Iolanda Leite, Natalie Warren, Brian Scassellati:
Classification of Children's Social Dominance in Group Interactions with Robots. 227-234 - Michal Muszynski, Theodoros Kostoulas
Spectators' Synchronization Detection based on Manifold Representation of Physiological Signals: Application to Movie Highlights Detection. 235-238 - Julia Wache, Ramanathan Subramanian
Implicit User-centric Personality Recognition Based on Physiological Responses to Emotional Videos. 239-246 - Abdelkareem Bedri, Apoorva Verlekar, Edison Thomaz, Valerie Avva, Thad Starner:
Detecting Mastication: A Wearable Approach. 247-250 - Marcelo Worsley, Stefan Scherer, Louis-Philippe Morency, Paulo Blikstein
Exploring Behavior Representation for Learning Analytics. 251-258 - Alina Roitberg
Multimodal Human Activity Recognition for Industrial Manufacturing Processes in Robotic Workcells. 259-266 - Nigel Bosch, Huili Chen, Sidney K. D'Mello, Ryan Shaun Baker, Valerie J. Shute:
Accuracy vs. Availability Heuristic in Multimodal Affect Detection in the Wild. 267-274 - Yue Zhang, Eduardo Coutinho
Dynamic Active Learning Based on Agreement and Applied to Emotion Recognition in Spoken Interactions. 275-278 - Ilhan Aslan, Thomas Meneweger, Verena Fuchsberger
Sharing Touch Interfaces: Proximity-Sensitive Touch Targets for Tablet-Mediated Collaboration. 279-286 - Fahim A. Salim, Fasih Haider
Analyzing Multimodality of Video for User Engagement Assessment. 287-290 - Asif Iqbal, Carlos Busso
Adjacent Vehicle Collision Warning System using Image Sensor and Inertial Measurement Unit. 291-298 - Robert Bixler, Nathaniel Blanchard
Automatic Detection of Mind Wandering During Reading Using Gaze and Physiology. 299-306 - Hamdi Dibeklioglu, Zakia Hammal, Ying Yang, Jeffrey F. Cohn:
Multimodal Detection of Depression in Clinical Interviews. 307-310 - Sharon L. Oviatt, Kevin Hang, Jianlong Zhou
Spoken Interruptions Signal Productive Problem Solving and Domain Expertise in Mathematics. 311-318 - Anton Treskunov, Mike Darnell, Rongrong Wang:
Active Haptic Feedback for Touch Enabled TV Remote. 319-322 - Pierrick Bruneau
A Visual Analytics Approach to Finding Factors Improving Automatic Speaker Identifications. 323-326 - Nina Rosa, Wolfgang Hürst, Wouter Vos, Peter J. Werkhoven:
The Influence of Visual Cues on Passive Tactile Sensations in a Multimodal Immersive Virtual Environment. 327-334 - Sergey Demyanov, James Bailey, Kotagiri Ramamohanarao
Detection of Deception in the Mafia Party Game. 335-342 - Reina Ueda, Tetsuya Takiguchi, Yasuo Ariki:
Individuality-Preserving Voice Reconstruction for Articulation Disorders Using Text-to-Speech Synthesis. 343-346 - Lucile Bechade, Guillaume Dubuisson Duplessis, Mohamed El Amine Sehili, Laurence Devillers:
Behavioral and Emotional Spoken Cues Related to Mental States in Human-Robot Social Interaction. 347-350 - Sven Bambach, David J. Crandall, Chen Yu:
Viewpoint Integration for Hand-Based Recognition of Social Interactions from a First-Person View. 351-354 - Iwan de Kok, Julian Hough, Felix Hülsmann, Mario Botsch, David Schlangen, Stefan Kopp:
A Multimodal System for Real-Time Action Instruction in Motor Skill Learning. 355-362
Demonstrations
- André D. Milota:
The Application of Word Processor UI paradigms to Audio and Animation Editing. 363-364 - Laura Cang, Paul Bucci, Karon E. MacLean
CuddleBits: Friendly, Low-cost Furballs that Respond to Touch. 365-366 - Mathieu Chollet
Public Speaking Training with a Multimodal Interactive Virtual Audience Framework. 367-368 - Fiona Dermody
A Multimodal System for Public Speaking with Real Time Feedback. 369-370 - Maryam Saberi, Ulysses Bernardet
Model of Personality-Based, Nonverbal Behavior in Affective Virtual Humanoid Character. 371-372 - Xiang Xiao, Phuong Pham, Jingtao Wang:
AttentiveLearner: Adaptive Mobile MOOC Learning via Implicit Cognitive States Inference. 373-374 - Torsten Wörtwein, Boris Schauerte, Karin E. Müller
Interactive Web-based Image Sonification for the Blind. 375-376 - Christian J. A. M. Willemse
Nakama: A Companion for Non-verbal Affective Communication. 377-378 - Sven Schmeier, Aaron Ruß, Norbert Reithinger:
Wir im Kiez: Multimodal App for Mutual Help Among Elderly Neighbours. 379-380 - Ethan Selfridge, Michael Johnston:
Interact: Tightly-coupling Multimodal Dialog with an Interactive Virtual Assistant. 381-382 - David G. Novick, Iván Gris Sepulveda, Diego A. Rivera, Adriana I. Camacho, Alex Rayon, Mario Gutiérrez:
The UTEP AGENT System. 383-384 - Fabien Badeig, Quentin Pelorson, Soraya Arias, Vincent Drouard, Israel D. Gebru, Xiaofei Li, Georgios D. Evangelidis, Radu Horaud:
A Distributed Architecture for Interacting with NAO. 385-386
Grand Challenge 1: Recognition of Social Touch Gestures Challenge 2015
- Merel M. Jung
Touch Challenge '15: Recognizing Social Touch Gestures. 387-390 - Viet-Cuong Ta
The Grenoble System for the Social Touch Challenge at ICMI 2015. 391-398 - Yona Falinie A. Gaus, Temitayo A. Olugbade, Asim Jan, Rui Qin, Jingxin Liu, Fan Zhang, Hongying Meng
Social Touch Gesture Recognition using Random Forest and Boosting on Distinct Feature Sets. 399-406 - Tugce Balli Altuglu, Kerem Altun
Recognizing Touch Gestures for Social Human-Robot Interaction. 407-413 - Dana Hughes, Nicholas Farrow, Halley Profita, Nikolaus Correll:
Detecting and Identifying Tactile Gestures using Deep Autoencoders, Geometric Moments and Gesture Level Features. 415-422
Grand Challenge 2: Emotion Recognition in the Wild Challenge 2015
- Abhinav Dhall, O. V. Ramana Murthy
Video and Image based Emotion Recognition Challenges in the Wild: EmotiW 2015. 423-426 - Bo-Kyeong Kim, Hwaran Lee
Hierarchical Committee of Deep CNNs with Exponentially-Weighted Decision Fusion for Static Facial Expression Recognition. 427-434 - Zhiding Yu, Cha Zhang:
Image based Static Facial Expression Recognition with Multiple Deep Network Learning. 435-442 - Hongwei Ng, Viet Dung Nguyen, Vassilios Vonikakis, Stefan Winkler:
Deep Learning for Emotion Recognition on Small Datasets using Transfer Learning. 443-449 - Anbang Yao, Junchao Shao, Ningning Ma, Yurong Chen
Capturing AU-Aware Facial Features and Their Latent Relations for Emotion Recognition in the Wild. 451-458 - Heysem Kaya
Contrasting and Combining Least Squares Based Learners for Emotion Recognition in the Wild. 459-466 - Samira Ebrahimi Kahou, Vincent Michalski, Kishore Reddy Konda, Roland Memisevic, Christopher Joseph Pal:
Recurrent Neural Networks for Emotion Recognition in Video. 467-474 - Jianlong Wu, Zhouchen Lin, Hongbin Zha:
Multiple Models Fusion for Emotion Recognition in the Wild. 475-481 - Wei Li, Farnaz Abtahi, Zhigang Zhu:
A Deep Feature based Multi-kernel Learning Approach for Video Emotion Recognition. 483-490 - Yuan Zong, Wenming Zheng, Xiaohua Huang
Transductive Transfer LDA with Riesz-based Volume LBP for Emotion Recognition in The Wild. 491-496 - Bo Sun, Liandong Li, Guoyan Zhou, Xuewen Wu, Jun He, Lejun Yu, Dongxue Li, Qinglan Wei:
Combining Multimodal Features within a Fusion Network for Emotion Recognition in the Wild. 497-502 - Gil Levi, Tal Hassner:
Emotion Recognition in the Wild via Convolutional Neural Networks and Mapped Binary Patterns. 503-510 - Albert C. Cruz:
Quantification of Cinematography Semiotics for Video-based Facial Emotion Recognition in the EmotiW 2015 Grand Challenge. 511-518 - Mehmet Kayaoglu, Cigdem Eroglu Erdem
Affect Recognition using Key Frame Selection based on Minimum Sparse Reconstruction. 519-524
Grand Challenge 3: Multimodal Learning and Analytics Grand Challenge 2015
- Marcelo Worsley, Katherine Chiluiza
2015 Multimodal Learning and Analytics Grand Challenge. 525-529 - Roghayeh Barmaki, Charles E. Hughes
Providing Real-time Feedback for Student Teachers in a Virtual Rehearsal Environment. 531-537 - Jan Schneider
Presentation Trainer, your Public Speaking Multimodal Coach. 539-546 - Chee Wee Leong, Lei Chen, Gary Feng, Chong Min Lee, Matthew Mulholland:
Utilizing Depth Sensors for Analyzing Multimodal Presentations: Hardware, Software and Toolkits. 547-556 - Sidney K. D'Mello, Andrew McGregor Olney, Nathaniel Blanchard, Borhan Samei, Xiaoyi Sun, Brooke Ward, Sean Kelly:
Multimodal Capture of Teacher-Student Interactions for Automated Dialogic Analysis in Live Classrooms. 557-566 - Federico Domínguez
Multimodal Selfies: Designing a Multimodal Recording Device for Students in Traditional Classrooms. 567-574
Doctoral Consortium
- Thomas Janssoone:
Temporal Association Rules for Modelling Multimodal Social Signals. 575-579 - Tariq Iqbal, Laurel D. Riek:
Detecting and Synthesizing Synchronous Joint Action in Human-Robot Teams. 581-585 - Amir Zadeh:
Micro-opinion Sentiment Intensity Analysis and Summarization in Online Videos. 587-591 - Zhou Yu:
Attention and Engagement Aware Multimodal Conversational Systems. 593-597 - Julia Wache:
Implicit Human-computer Interaction: Two Complementary Approaches. 599-603 - Hoe Kin Wong:
Instantaneous and Robust Eye-Activity Based Task Analysis. 605-609 - Sayan Ghosh:
Challenges in Deep Learning for Multimodal Applications. 611-615 - Feng Sun:
Exploring Intent-driven Multimodal Interface for Geographical Information System. 617-621 - Martin Fischbach:
Software Techniques for Multimodal Input Processing in Realtime Interactive Systems. 623-627 - Hafsa Ismail:
Gait and Postural Sway Analysis, A Multi-Modal System. 629-633 - Ganapreeta R. Naidu:
A Computational Model of Culture-Specific Emotion Detection for Artificial Agents in the Learning Domain. 635-639 - Jan Kolkmeier:
Record, Transform & Reproduce Social Encounters in Immersive VR: An Iterative Approach. 641-644 - Nigel Bosch
Multimodal Affect Detection in the Wild: Accuracy, Availability, and Generalizability. 645-649 - Roghayeh Barmaki:
Multimodal Assessment of Teaching Behavior in Immersive Rehearsal Environment-TeachLivE. 651-655
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