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16th ICMI 2014: Istanbul, Turkey
- Albert Ali Salah, Jeffrey F. Cohn, Björn W. Schuller, Oya Aran, Louis-Philippe Morency, Philip R. Cohen:
Proceedings of the 16th International Conference on Multimodal Interaction, ICMI 2014, Istanbul, Turkey, November 12-16, 2014. ACM 2014, ISBN 978-1-4503-2885-2
Keynote Address
- Yvonne Rogers:
Bursting our Digital Bubbles: Life Beyond the App. 1
Oral Session 1: Dialogue and Social Interaction
- Dan Bohus, Eric Horvitz:
Managing Human-Robot Engagement with Forecasts and... um... Hesitations. 2-9 - Sharon L. Oviatt, Adrienne Cohen:
Written Activity, Representations and Fluency as Predictors of Domain Expertise in Mathematics. 10-17 - Ryo Ishii, Kazuhiro Otsuka, Shiro Kumano, Junji Yamato
:
Analysis of Respiration for Prediction of "Who Will Be Next Speaker and When?" in Multi-Party Meetings. 18-25 - Spyros Kousidis, Casey Kennington, Timo Baumann, Hendrik Buschmeier
A Multimodal In-Car Dialogue System That Tracks The Driver's Attention. 26-33
Oral Session 2: Multimodal Fusion
- Héctor Pérez Martínez, Georgios N. Yannakakis
Deep Multimodal Fusion: Combining Discrete Events and Continuous Signals. 34-41 - Joseph F. Grafsgaard, Joseph B. Wiggins, Alexandria Katarina Vail
The Additive Value of Multimodal Features for Predicting Engagement, Frustration, and Learning during Tutoring. 42-49 - Sunghyun Park, Han Suk Shim, Moitreya Chatterjee, Kenji Sagae, Louis-Philippe Morency:
Computational Analysis of Persuasiveness in Social Multimedia: A Novel Dataset and Multimodal Prediction Approach. 50-57 - Mohamed Abouelenien, Verónica Pérez-Rosas, Rada Mihalcea, Mihai Burzo:
Deception detection using a multimodal approach. 58-65
Demo Session 1
- Ferdinand Fuhrmann, Rene Kaiser
Multimodal Interaction for Future Control Centers: An Interactive Demonstrator. 66-67 - Stefano Piana, Alessandra Staglianò, Francesca Odone, Antonio Camurri
Emotional Charades. 68-69 - Chun-Yen Hsu, Ying-Chao Tung, Han-Yu Wang, Silvia Chyou, Jer-Wei Lin, Mike Y. Chen:
Glass Shooter: Exploring First-Person Shooter Game Control with Google Glass. 70-71 - Wolfgang Weiss
Orchestration for Group Videoconferencing: An Interactive Demonstrator. 72-73 - H. Emrah Tasli, Amogh Gudi
Integrating Remote PPG in Facial Expression Analysis Framework. 74-75 - Vidyavisal Mangipudi, Raj Tumuluri:
Context-Aware Multimodal Robotic Health Assistant. 76-77 - Tirthankar Dasgupta, Manjira Sinha
WebSanyog: A Portable Assistive Web Browser for People with Cerebral Palsy. 78-79 - Nicolas Riesterer, Christian Becker-Asano
The hybrid Agent MARCO. 80-81 - Kuldeep Yadav, Kundan Shrivastava, Om Deshmukh:
Towards Supporting Non-linear Navigation in Educational Videos. 82-83
Poster Session 1
- Hayley Hung, Gwenn Englebienne, Laura Cabrera Quiros
Detecting conversing groups with a single worn accelerometer. 84-91 - Young-Ho Kim, Teruhisa Misu:
Identification of the Driver's Interest Point using a Head Pose Trajectory for Situated Dialog Systems. 92-95 - Taekbeom Yoo, Yongjae Yoo
An Explorative Study on Crossmodal Congruence Between Visual and Tactile Icons Based on Emotional Responses. 96-103 - Joseph G. Ellis, Brendan Jou, Shih-Fu Chang:
Why We Watch the News: A Dataset for Exploring Sentiment in Broadcast Video News. 104-111 - Stefan Scherer, Zakia Hammal, Ying Yang, Louis-Philippe Morency, Jeffrey F. Cohn:
Dyadic Behavior Analysis in Depression Severity Assessment Interviews. 112-119 - Merel M. Jung
Touching the Void - Introducing CoST: Corpus of Social Touch. 120-127 - Gloria Zen, Enver Sangineto
Unsupervised Domain Adaptation for Personalized Facial Emotion Recognition. 128-135 - Fumio Nihei, Yukiko I. Nakano, Yuki Hayashi, Hung-Hsuan Huang, Shogo Okada
Predicting Influential Statements in Group Discussions using Speech and Head Motion Information. 136-143 - Malcolm Slaney
The Relation of Eye Gaze and Face Pose: Potential Impact on Speech Recognition. 144-147 - Najmeh Sadoughi, Yang Liu, Carlos Busso
Speech-Driven Animation Constrained by Appropriate Discourse Functions. 148-155 - Martin Halvey
Many Fingers Make Light Work: Non-Visual Capacitive Surface Exploration. 156-163 - Felix Schüssel, Frank Honold, Miriam Schmidt, Nikola Bubalo, Anke Huckauf, Michael Weber:
Multimodal Interaction History and its use in Error Detection and Recovery. 164-171 - Radu-Daniel Vatavu
Gesture Heatmaps: Understanding Gesture Performance with Colorful Visualizations. 172-179 - Cristina Segalin
Personal Aesthetics for Soft Biometrics: A Generative Multi-resolution Approach. 180-187 - Ronnie Taib, Benjamin Itzstein, Kun Yu:
Synchronising Physiological and Behavioural Sensors in a Driving Simulator. 188-195 - Henny Admoni
Data-Driven Model of Nonverbal Behavior for Socially Assistive Human-Robot Interactions. 196-199 - Lei Chen, Gary Feng, Jilliam Joe, Chee Wee Leong, Christopher Kitchen, Chong Min Lee:
Towards Automated Assessment of Public Speaking Skills Using Multimodal Cues. 200-203 - Matthias Wölfel
Increasing Customers' Attention using Implicit and Explicit Interaction in Urban Advertisement. 204-207 - Risa Suzuki, Shutaro Homma, Eri Matsuura, Ken-ichi Okada:
System for Presenting and Creating Smell Effects to Video. 208-215 - Andrew D. Wilson, Hrvoje Benko:
CrossMotion: Fusing Device and Image Motion for User Identification, Tracking and Device Association. 216-223 - Giorgio Roffo
Statistical Analysis of Personality and Identity in Chats Using a Keylogging Platform. 224-231 - Yosra Rekik
Understanding Users' Perceived Difficulty of Multi-Touch Gesture Articulation. 232-239 - Sayan Ghosh, Moitreya Chatterjee, Louis-Philippe Morency:
A Multimodal Context-based Approach for Distress Assessment. 240-246 - Gregor Mehlmann, Markus Häring, Kathrin Janowski
Exploring a Model of Gaze for Grounding in Multimodal HRI. 247-254 - Alexandria Katarina Vail
Predicting Learning and Engagement in Tutorial Dialogue: A Personality-Based Model. 255-262 - Dilek Hakkani-Tür, Malcolm Slaney
Eye Gaze for Spoken Language Understanding in Multi-modal Conversational Interactions. 263-266 - Koray Tahiroglu, Thomas Svedström, Valtteri Wikström, Simon Overstall, Johan Kildal
SoundFLEX: Designing Audio to Guide Interactions with Shape-Retaining Deformable Interfaces. 267-274 - Felix Putze, Tanja Schultz
Investigating Intrusiveness of Workload Adaptation. 275-281
Keynote Address 2
- Cafer Tosun:
Smart Multimodal Interaction through Big Data. 282
Oral Session 3: Affect and Cognitive Modeling
- Tomislav Pejsa, Dan Bohus, Michael F. Cohen, Chit W. Saw, James Mahoney, Eric Horvitz:
Natural Communication about Uncertainties in Situated Interaction. 283-290 - Saskia Koldijk, Maya Sappelli, Suzan Verberne
The SWELL Knowledge Work Dataset for Stress and User Modeling Research. 291-298 - Radoslaw Niewiadomski
Rhythmic Body Movements of Laughter. 299-306 - Alvaro Marcos-Ramiro, Daniel Pizarro-Perez
Automatic Blinking Detection towards Stress Discovery. 307-310
Oral Session 4: Nonverbal Behaviors
- Ilhan Aslan, Andreas Uhl, Alexander Meschtscherjakov
Mid-air Authentication Gestures: An Exploration of Authentication Based on Palm and Finger Motions. 311-318 - Marwa Mahmoud, Tadas Baltrusaitis, Peter Robinson:
Automatic Detection of Naturalistic Hand-over-Face Gesture Descriptors. 319-326 - Alvaro Marcos-Ramiro, Daniel Pizarro-Perez
Capturing Upper Body Motion in Conversation: An Appearance Quasi-Invariant Approach. 327-334 - Nanxiang Li, Carlos Busso
User Independent Gaze Estimation by Exploiting Similarity Measures in the Eye Pair Appearance Eigenspace. 335-338
Doctoral Spotlight Session
- Julián Zapata:
Exploring multimodality for translator-computer interaction. 339-343 - Merel M. Jung
Towards Social Touch Intelligence: Developing a Robust System for Automatic Touch Recognition. 344-348 - Karan Sikka:
Facial Expression Analysis for Estimating Pain in Clinical Settings. 349-353 - Takaaki Sugiyama:
Realizing Robust Human-Robot Interaction under Real Environments with Noises. 354-358 - Heysem Kaya
Speaker- and Corpus-Independent Methods for Affect Classification in Computational Paralinguistics. 359-363 - Ailbhe Finnerty:
The Impact of Changing Communication Practices. 364-368 - Hande Özgür Alemdar
Multi-Resident Human Behaviour Identification in Ambient Assisted Living Environments. 369-373 - Çagla Çig:
Gaze-Based Proactive User Interface for Pen-Based Systems. 374-378 - Nanxiang Li:
Appearance based user-independent gaze estimation. 379-383 - Andreza Sartori
Affective Analysis of Abstract Paintings Using Statistical Analysis and Art Theory. 384-388 - Julia Wache:
The Secret Language of Our Body: Affect and Personality Recognition Using Physiological Signals. 389-393 - Jeffrey M. Girard
Perceptions of Interpersonal Behavior are Influenced by Gender, Facial Expression Intensity, and Head Pose. 394-398 - Tomislav Pejsa:
Authoring Communicative Behaviors for Situated, Embodied Characters. 399-403 - Joseph F. Grafsgaard:
Multimodal Analysis and Modeling of Nonverbal Behaviors during Tutoring. 404-408
Keynote Address 3
- Peter Robinson:
Computation of Emotions. 409-410
Oral Session 5: Mobile and Urban Interaction
- Emily Fujimoto, Matthew A. Turk:
Non-Visual Navigation Using Combined Audio Music and Haptic Cues. 411-418 - Euan Freeman
Tactile Feedback for Above-Device Gesture Interfaces: Adding Touch to Touchless Interactions. 419-426 - Andrey Bogomolov, Bruno Lepri, Jacopo Staiano
Once Upon a Crime: Towards Crime Prediction from Demographics and Mobile Data. 427-434 - Philipp Tiefenbacher, Steven Wichert, Daniel Merget, Gerhard Rigoll:
Impact of Coordinate Systems on 3D Manipulations in Mobile Augmented Reality. 435-438
Oral Session 6: Healthcare and Assistive Technologies
- Yasmine N. El-Glaly
Digital Reading Support for The Blind by Multimodal Interaction. 439-446 - Jonathan Bidwell, Irfan A. Essa, Agata Rozga, Gregory D. Abowd:
Measuring Child Visual Attention using Markerless Head Tracking from Color and Depth Sensing Cameras. 447-454 - Temitayo A. Olugbade, M. S. Hane Aung, Nadia Bianchi-Berthouze
Bi-Modal Detection of Painful Reaching for Chronic Pain Rehabilitation Systems. 455-458
Keynote Address 4
- Alexander Waibel:
A World without Barriers: Connecting the World across Languages, Distances and Media. 459-460
The Second Emotion Recognition In The Wild Challenge
- Abhinav Dhall, Roland Goecke
Emotion Recognition In The Wild Challenge 2014: Baseline, Data and Protocol. 461-466 - Michal Grosicki:
Neural Networks for Emotion Recognition in the Wild. 467-472 - Fabien Ringeval, Shahin Amiriparian
Emotion Recognition in the Wild: Incorporating Voice and Lip Activity in Multimodal Decision-Level Fusion. 473-480 - Bo Sun, Liandong Li, Tian Zuo, Ying Chen, Guoyan Zhou, Xuewen Wu:
Combining Multimodal Features with Hierarchical Classifier Fusion for Emotion Recognition in the Wild. 481-486 - Heysem Kaya
Combining Modality-Specific Extreme Learning Machines for Emotion Recognition in the Wild. 487-493 - Mengyi Liu, Ruiping Wang, Shaoxin Li, Shiguang Shan
Combining Multiple Kernel Methods on Riemannian Manifold for Emotion Recognition in the Wild. 494-501 - Sascha Meudt, Friedhelm Schwenker:
Enhanced Autocorrelation in Real World Emotion Recognition. 502-507 - JunKai Chen, Zenghai Chen, Zheru Chi
Emotion Recognition in the Wild with Feature Fusion and Multiple Kernel Learning. 508-513 - Xiaohua Huang
Improved Spatiotemporal Local Monogenic Binary Pattern for Emotion Recognition in The Wild. 514-520 - Maxim Sidorov, Wolfgang Minker:
Emotion Recognition in Real-world Conditions with Acoustic and Visual Features. 521-524
Workshop Overviews
- Kim Hartmann, Björn W. Schuller, Ronald Böck:
ERM4HCI 2014: The 2nd Workshop on Emotion Representation and Modelling in Human-Computer-Interaction-Systems. 525-526 - Hung-Hsuan Huang, Roman Bednarik
Gaze-in 2014: the 7th Workshop on Eye Gaze in Intelligent Human Machine Interaction. 527-528 - Oya Çeliktutan, Florian Eyben, Evangelos Sariyanidi, Hatice Gunes, Björn W. Schuller
MAPTRAITS 2014 - The First Audio/Visual Mapping Personality Traits Challenge - An Introduction: Perceived Personality and Social Dimensions. 529-530 - Xavier Ochoa
MLA'14: Third Multimodal Learning Analytics Workshop and Grand Challenges. 531-532 - Mary Ellen Foster, Manuel Giuliani, Ronald P. A. Petrick:
ICMI 2014 Workshop on Multimodal, Multi-Party, Real-World Human-Robot Interaction. 533-534 - Dirk Heylen, Alessandro Vinciarelli
An Outline of Opportunities for Multimodal Research. 535-536 - Samer Al Moubayed, Dan Bohus, Anna Esposito
UM3I 2014: International Workshop on Understanding and Modeling Multiparty, Multimodal Interactions. 537-538
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