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6th AVEC@ACM Multimedia 2016: Amsterdam, The Netherlands
- Michel F. Valstar, Jonathan Gratch, Björn W. Schuller, Fabien Ringeval, Roddy Cowie, Maja Pantic:
Proceedings of the 6th International Workshop on Audio/Visual Emotion Challenge, AVEC@MM 2016, Amsterdam, The Netherlands, October 16, 2016. ACM 2016, ISBN 978-1-4503-4516-3
Keynote Address
- Hatice Gunes:
Multimodal Analysis of Impressions and Personality in Human-Computer and Human-Robot Interactions. 1-2 - Michel F. Valstar, Jonathan Gratch, Björn W. Schuller
, Fabien Ringeval, Denis Lalanne
AVEC 2016: Depression, Mood, and Emotion Recognition Workshop and Challenge. 3-10
Depression recognition
- James R. Williamson, Elizabeth Godoy, Miriam Cha, Adrianne Schwarzentruber, Pooya Khorrami, Youngjune Gwon, H. T. Kung, Charlie K. Dagli, Thomas F. Quatieri:
Detecting Depression using Vocal, Facial and Semantic Communication Cues. 11-18 - Zhaocheng Huang, Brian Stasak
Staircase Regression in OA RVM, Data Selection and Gender Dependency in AVEC 2016. 19-26 - Anastasia Pampouchidou
Depression Assessment by Fusing High and Low Level Features from Audio, Video, and Text. 27-34 - Xingchen Ma, Hongyu Yang, Qiang Chen, Di Huang, Yunhong Wang:
DepAudioNet: An Efficient Deep Model for Audio based Depression Classification. 35-42 - Md. Nasir, Arindam Jati, Prashanth Gurunath Shivakumar, Sandeep Nallan Chakravarthula, Panayiotis G. Georgiou:
Multimodal and Multiresolution Depression Detection from Speech and Facial Landmark Features. 43-50 - Raphaël Weber
High-Level Geometry-based Features of Video Modality for Emotion Prediction. 51-58
Emotion Detection
- Krishna Somandepalli, Rahul Gupta, Md. Nasir, Brandon M. Booth, Sungbok Lee, Shrikanth S. Narayanan:
Online Affect Tracking with Multimodal Kalman Filters. 59-66 - Mohammadreza Amirian, Markus Kächele, Patrick Thiam, Viktor Kessler, Friedhelm Schwenker:
Continuous Multimodal Human Affect Estimation using Echo State Networks. 67-74 - Filip Povolný, Pavel Matejka, Michal Hradis, Anna Popková, Lubomír Otrusina, Pavel Smrz
Multimodal Emotion Recognition for AVEC 2016 Challenge. 75-82 - Bo Sun, Siming Cao, Liandong Li, Jun He
Exploring Multimodal Visual Features for Continuous Affect Recognition. 83-88
Sub-Challenge Winners
- Le Yang, Dongmei Jiang, Lang He, Ercheng Pei, Meshia Cédric Oveneke, Hichem Sahli
Decision Tree Based Depression Classification from Audio Video and Language Information. 89-96 - Kevin Brady, Youngjune Gwon, Pooya Khorrami, Elizabeth Godoy, William M. Campbell, Charlie K. Dagli, Thomas S. Huang:
Multi-Modal Audio, Video and Physiological Sensor Learning for Continuous Emotion Prediction. 97-104
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