论文信息 - Summary for AVEC 2016: Depression, Mood, and Emotion Recognition Workshop and Challenge

Summary for AVEC 2016: Depression, Mood, and Emotion Recognition Workshop and Challenge

The sixth Audio-Visual Emotion Challenge and workshop AVEC 2016 was held in conjunction ACM Multimedia'16. This year the AVEC series addresses two distinct sub-challenges, multi-modal emotion recognition and audio-visual depression detection. Both sub-challenges are in a way a return to AVEC's past editions: the emotion sub-challenge is based on the same dataset as the one used in AVEC 2015, and depression analysis was previously addressed in AVEC 2013/2014. In this summary, we mainly describe participation and its conditions.

[1] Tamás D. Gedeon,et al. Emotion Recognition In The Wild Challenge 2014: Baseline, Data and Protocol , 2014, ICMI.

[2] Björn W. Schuller,et al. Workshop summary for the 3rd international audio/visual emotion challenge and workshop (AVEC'13) , 2013, MM '13.

[3] Fabien Ringeval,et al. AV+EC 2015: The First Affect Recognition Challenge Bridging Across Audio, Video, and Physiological Data , 2015, AVEC@ACM Multimedia.

[4] Fabien Ringeval,et al. AVEC 2016: Depression, Mood, and Emotion Recognition Workshop and Challenge , 2016, AVEC@ACM Multimedia.

[5] Björn W. Schuller,et al. AVEC 2012: the continuous audio/visual emotion challenge , 2012, ICMI '12.

[6] Michel F. Valstar,et al. Automatic Behaviour Understanding in Medicine , 2014, RFMIR '14.

[7] Fabien Ringeval,et al. Introducing the RECOLA multimodal corpus of remote collaborative and affective interactions , 2013, 2013 10th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition (FG).

[8] Roddy Cowie,et al. AVEC 2012: the continuous audio/visual emotion challenge - an introduction , 2012, ICMI.

[9] Björn W. Schuller,et al. AVEC 2014: 3D Dimensional Affect and Depression Recognition Challenge , 2014, AVEC '14.

[10] David DeVault,et al. The Distress Analysis Interview Corpus of human and computer interviews , 2014, LREC.

[11] Björn W. Schuller,et al. AVEC 2011-The First International Audio/Visual Emotion Challenge , 2011, ACII.