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4th AVEC@ACM Multimedia 2014: Orlando, Florida, USA
- Michel F. Valstar, Björn W. Schuller, Jarek Krajewski, Roddy Cowie, Maja Pantic:
Proceedings of the 4th International Workshop on Audio/Visual Emotion Challenge, AVEC '14, Orlando, Florida, USA, November 7, 2014. ACM 2014, ISBN 978-1-4503-3119-7
Keynote Address
- Julien Epps:
Automatic Assessment of Depression from Speech and Behavioural Signals. 1
Introduction
- Michel F. Valstar
, Björn W. Schuller
AVEC 2014: 3D Dimensional Affect and Depression Recognition Challenge. 3-10
Affect
- Linlin Chao, Jianhua Tao, Minghao Yang, Ya Li, Zhengqi Wen:
Multi-scale Temporal Modeling for Dimensional Emotion Recognition in Video. 11-18 - Heysem Kaya
Ensemble CCA for Continuous Emotion Prediction. 19-26 - Ailbhe Cullen, Andrew Hines
Building a Database of Political Speech: Does Culture Matter in Charisma Annotations? 27-31 - Rahul Gupta, Nikolaos Malandrakis, Bo Xiao, Tanaya Guha, Maarten Van Segbroeck, Matthew Black, Alexandros Potamianos, Shrikanth S. Narayanan:
Multimodal Prediction of Affective Dimensions and Depression in Human-Computer Interactions. 33-40 - Markus Kächele, Martin Schels, Friedhelm Schwenker:
Inferring Depression and Affect from Application Dependent Meta Knowledge. 41-48
Depression
- Humberto Pérez Espinosa
Fusing Affective Dimensions and Audio-Visual Features from Segmented Video for Depression Recognition: INAOE-BUAP's Participation at AVEC'14 Challenge. 49-55 - Mohammed Senoussaoui, Milton Orlando Sarria-Paja
Model Fusion for Multimodal Depression Classification and Level Detection. 57-63 - James R. Williamson, Thomas F. Quatieri, Brian S. Helfer, Gregory A. Ciccarelli, Daryush D. Mehta:
Vocal and Facial Biomarkers of Depression based on Motor Incoordination and Timing. 65-72
Poster Session
- Asim Jan, Hongying Meng
Automatic Depression Scale Prediction using Facial Expression Dynamics and Regression. 73-80 - Maxim Sidorov, Wolfgang Minker:
Emotion Recognition and Depression Diagnosis by Acoustic and Visual Features: A Multimodal Approach. 81-86 - Varun Jain, James L. Crowley, Anind K. Dey, Augustin Lux:
Depression Estimation Using Audiovisual Features and Fisher Vector Encoding. 87-91 - Vikramjit Mitra, Elizabeth Shriberg, Mitchell McLaren, Andreas Kathol, Colleen Richey, Dimitra Vergyri, Martin Graciarena:
The SRI AVEC-2014 Evaluation System. 93-101
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