AV+EC 2015 - 5th International Audio/Visual+ Emotion Challenge and Workshop (AV+EC 2015)

5th International Audio/Visual+ Emotion Challenge and Workshop (AV+EC 2015)
in conjunction with ACM Multimedia 2015, October 26-30, Brisbane, Australia
http://sspnet.eu/avec2015/
http://www.acmmm.org/2015/
Register and download data and features:
http://sspnet.eu/avec2015/challenge-guidelines/
---
Scope
The Audio/Visual Emotion Challenge and Workshop (AV+EC 2015) “Bridging Across Audio, Video and Physio” will be the fifth competition event aimed at comparison of multimedia processing and machine learning methods for automatic audio, visual and ? for the first time also ? physiological emotion analysis, with all participants competing under strictly the same conditions.
The goal of the Challenge is to provide a common benchmark test set for multimodal information processing and to bring together the audio, video and physiological emotion recognition communities, to compare the relative merits of the three approaches to emotion recognition under well-defined and strictly comparable conditions and establish to what extent fusion of the approaches is possible and beneficial. A second motivation is the need to advance emotion systems to be able to deal with fully naturalistic behaviours in large volumes of unsegmented, non-prototypical and non-preselected data, as this is exactly the type of data that both multimedia and human-machine/human-robot communication interfaces have to face in the real world.
We are calling for teams to participate in a Challenge of fully-continuous emotion detection from audio, or video, or physiological data, or any combination of these three modalities. As benchmarking database the RECOLA multimodal corpus of remote and collaborative affective interactions will be used. Emotion will have to be recognized in terms of continuous time, continuous valued dimensional affect in two dimensions: arousal and valence.
Besides participation in the Challenge we are calling for papers addressing the overall topics of this workshop, in particular works that address the differences between audio, video and physiological processing of emotive data, and the issues concerning combined audio-visual-physiological emotion recognition.
Topics include, but are not limited to:
Participation in the Challenge
Audio/Visual/Physiological Emotion Recognition:
Audio-based Emotion Recognition
Video-based Emotion Recognition
Physiology-based Emotion Recognition
Synchrony of Non-Stationary Time Series
Multi-task learning of Multiple Dimensions
Weakly Supervised Learning
Agglomeration of Learning Data
Context in Emotion Recognition
Multiple Rater Ambiguity and Asynchrony
Application:
Multimedia Coding and Retrieval
Important Dates
---
Paper submission
July 1, 2015
Notification of acceptance
July 16, 2015
Final challenge result submission
24 July, 2015
Camera ready paper
July 31, 2015
Workshop
October 26 or 30, 2015
Organisers
---
Fabien Ringeval (Tech. Univ. Munich, Germany)
Björn Schuller (Imperial College London / Univ. Passau, UK / Germany)
Michel Valstar (University of Nottingham, UK)
Roddy Cowie (Queen's University Belfast, UK)
Maja Pantic (Imperial College London, UK)
Program Committee
---
Felix Burkhardt, Deutsche Telekom, Germany
Rama Chellappa, University of Maryland, USA
Fang Chen, NICTA, Australia
Mohamed Chetouani, Université Pierre et Marie Curie
Jeffrey Cohn, University of Pittsburgh, USA
Laurence Devillers, Université Paris-Sud, France
Julien Epps, University of New South Wales, Australia
Anna Esposito, University of Naples, Italy
Roland Goecke, University of Canberra, Australia
Jarek Krajewski, Universität Wuppertal, Germany
Marc Mehu, Webster Vienna Private University, Austria
Louis-Philippe Morency, Carnegie Mellon University, USA
Stefan Scherer, University of Southern California, USA
Stefan Steidl, Universität Erlangen-Nuremberg, Germany
Jianhua Tao, Chinese Academy of Sciences, China
Matthew Turk, University of California, USA
Stefanos Zafeiriou, Imperial College London, UK