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 |
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Title of host publication | ICMI '20: Proceedings of the 2020 International Conference on Multimodal Interaction |
Editors | Khiet Truong, Dirk Heylen, Mary Czerwinski, Nadia Berthouze, Mohamed Chetouani, Mikio Nakano |
Place of Publication | United States |
Publisher | Association for Computing Machinery (ACM) |
Pages | 784-789 |
Number of pages | 6 |
ISBN (Print) | 9781450375818 |
DOIs | |
Publication status | Published - 21 Oct 2020 |
Event | 22nd ACM International Conference on Multimodal Interaction - Utrecht, Netherlands Duration: 25 Oct 2020 → 29 Oct 2020 http://icmi.acm.org/2020/ |
Publication series
Name | ICMI 2020 - Proceedings of the 2020 International Conference on Multimodal Interaction |
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Conference
Conference | 22nd ACM International Conference on Multimodal Interaction |
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Abbreviated title | ICMI'20 |
Country/Territory | Netherlands |
City | Utrecht |
Period | 25/10/20 → 29/10/20 |
Internet address |