Abstract
This paper introduces the Eighth Emotion Recognition in the Wild (EmotiW) challenge. EmotiW is a benchmarking effort run as a grand challenge of the 22nd ACM International Conference on Multimodal Interaction 2020. It comprises of four tasks related to automatic human behavior analysis: a) driver gaze prediction; b) audio-visual group-level emotion recognition; c) engagement prediction in the wild; and d) physiological signal based emotion recognition. The motivation of EmotiW is to bring researchers in affective computing, computer vision, speech processing and machine learning to a common platform for evaluating techniques on a test data. We discuss the challenge protocols, databases and their associated baselines.
| Original language | English |
|---|---|
| Title of host publication | ICMI 2020 |
| Subtitle of host publication | Proceedings of the 2020 International Conference on Multimodal Interaction |
| Place of Publication | New York, NY |
| Publisher | Association for Computing Machinery, Inc |
| Pages | 784-789 |
| Number of pages | 6 |
| ISBN (Electronic) | 9781450375818 |
| DOIs | |
| Publication status | Published - 21 Oct 2020 |
| Externally published | Yes |
| Event | 22nd ACM International Conference on Multimodal Interaction - Virtual, Online, Netherlands Duration: 25 Oct 2020 → 29 Oct 2020 Conference number: 22nd |
Publication series
| Name | Proceedings of the International Conference on Multimodal Interaction |
|---|---|
| Volume | 2020 |
Conference
| Conference | 22nd ACM International Conference on Multimodal Interaction |
|---|---|
| Abbreviated title | ICMI 2020 |
| Country/Territory | Netherlands |
| City | Virtual, Online |
| Period | 25/10/20 → 29/10/20 |
Keywords
- affective computing
- automatic human behavior analysis
- driver gaze prediction
- group emotions
- student engagement