Emoti W 2016: Video and group-level emotion recognition challenges

Abhinav Dhall; Roland Goecke; Jyoti Joshi; Jesse Hoey; Tom Gedeon

doi:10.1145/2993148.2997638

Emoti W 2016: Video and group-level emotion recognition challenges

Abhinav Dhall, Roland Goecke, Jyoti Joshi, Jesse Hoey, Tom Gedeon

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

139 Citations (Scopus)

Abstract

This paper discusses the baseline for the Emotion Recognition in the Wild (EmotiW) 2016 challenge. Continuing on the theme of automatic affect recognition in the wild', the Emoti W challenge 2016 consists of two sub-challenges: An audio-video based emotion and a new group-based emotion recognition sub-challenges. The audio-video based subchallenge is based on the Acted Facial Expressions in the Wild (AFEW) database. The group-based emotion recognition sub-challenge is based on the Happy People Images (HAPPEI) database. We describe the data, baseline method, challenge protocols and the challenge results. A total of 22 and 7 teams participated in the audio-video based emotion and group-based emotion sub-challenges, respectively.

Original language	English
Title of host publication	ICMI 2016 - Proceedings of the 18th ACM International Conference on Multimodal Interaction
Editors	Catherine Pelachaud, Yukiko I. Nakano, Toyoaki Nishida, Carlos Busso, Louis-Philippe Morency, Elisabeth Andre
Publisher	Association for Computing Machinery (ACM)
Pages	427-432
Number of pages	6
ISBN (Electronic)	9781450345569
DOIs	https://doi.org/10.1145/2993148.2997638
Publication status	Published - 31 Oct 2016
Event	18th ACM International Conference on Multimodal Interaction, ICMI 2016 - Tokyo, Japan Duration: 12 Nov 2016 → 16 Nov 2016

Publication series

Name	ICMI 2016 - Proceedings of the 18th ACM International Conference on Multimodal Interaction

Conference

Conference	18th ACM International Conference on Multimodal Interaction, ICMI 2016
Country/Territory	Japan
City	Tokyo
Period	12/11/16 → 16/11/16

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10.1145/2993148.2997638

Cite this

Dhall, A., Goecke, R., Joshi, J., Hoey, J., & Gedeon, T. (2016). Emoti W 2016: Video and group-level emotion recognition challenges. In C. Pelachaud, Y. I. Nakano, T. Nishida, C. Busso, L.-P. Morency, & E. Andre (Eds.), ICMI 2016 - Proceedings of the 18th ACM International Conference on Multimodal Interaction (pp. 427-432). (ICMI 2016 - Proceedings of the 18th ACM International Conference on Multimodal Interaction). Association for Computing Machinery (ACM). https://doi.org/10.1145/2993148.2997638

Dhall, Abhinav ; Goecke, Roland ; Joshi, Jyoti et al. / Emoti W 2016 : Video and group-level emotion recognition challenges. ICMI 2016 - Proceedings of the 18th ACM International Conference on Multimodal Interaction. editor / Catherine Pelachaud ; Yukiko I. Nakano ; Toyoaki Nishida ; Carlos Busso ; Louis-Philippe Morency ; Elisabeth Andre. Association for Computing Machinery (ACM), 2016. pp. 427-432 (ICMI 2016 - Proceedings of the 18th ACM International Conference on Multimodal Interaction).

@inproceedings{978f1d2f14024e0fb6008e02bb4ed585,

title = "Emoti W 2016: Video and group-level emotion recognition challenges",

abstract = "This paper discusses the baseline for the Emotion Recognition in the Wild (EmotiW) 2016 challenge. Continuing on the theme of automatic affect recognition in the wild', the Emoti W challenge 2016 consists of two sub-challenges: An audio-video based emotion and a new group-based emotion recognition sub-challenges. The audio-video based subchallenge is based on the Acted Facial Expressions in the Wild (AFEW) database. The group-based emotion recognition sub-challenge is based on the Happy People Images (HAPPEI) database. We describe the data, baseline method, challenge protocols and the challenge results. A total of 22 and 7 teams participated in the audio-video based emotion and group-based emotion sub-challenges, respectively.",

keywords = "Affect analysis in the wild, Audio-video data corpus, Emotion recognition, Facial expression challenge, Group-level emotion recognition",

author = "Abhinav Dhall and Roland Goecke and Jyoti Joshi and Jesse Hoey and Tom Gedeon",

note = "Publisher Copyright: {\textcopyright} 2016 ACM.; 18th ACM International Conference on Multimodal Interaction, ICMI 2016 ; Conference date: 12-11-2016 Through 16-11-2016",

year = "2016",

month = oct,

day = "31",

doi = "10.1145/2993148.2997638",

language = "English",

series = "ICMI 2016 - Proceedings of the 18th ACM International Conference on Multimodal Interaction",

publisher = "Association for Computing Machinery (ACM)",

pages = "427--432",

editor = "Catherine Pelachaud and Nakano, {Yukiko I.} and Toyoaki Nishida and Carlos Busso and Louis-Philippe Morency and Elisabeth Andre",

booktitle = "ICMI 2016 - Proceedings of the 18th ACM International Conference on Multimodal Interaction",

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}

Dhall, A, Goecke, R, Joshi, J, Hoey, J & Gedeon, T 2016, Emoti W 2016: Video and group-level emotion recognition challenges. in C Pelachaud, YI Nakano, T Nishida, C Busso, L-P Morency & E Andre (eds), ICMI 2016 - Proceedings of the 18th ACM International Conference on Multimodal Interaction. ICMI 2016 - Proceedings of the 18th ACM International Conference on Multimodal Interaction, Association for Computing Machinery (ACM), pp. 427-432, 18th ACM International Conference on Multimodal Interaction, ICMI 2016, Tokyo, Japan, 12/11/16. https://doi.org/10.1145/2993148.2997638

Emoti W 2016: Video and group-level emotion recognition challenges. / Dhall, Abhinav; Goecke, Roland; Joshi, Jyoti et al.
ICMI 2016 - Proceedings of the 18th ACM International Conference on Multimodal Interaction. ed. / Catherine Pelachaud; Yukiko I. Nakano; Toyoaki Nishida; Carlos Busso; Louis-Philippe Morency; Elisabeth Andre. Association for Computing Machinery (ACM), 2016. p. 427-432 (ICMI 2016 - Proceedings of the 18th ACM International Conference on Multimodal Interaction).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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T1 - Emoti W 2016

T2 - 18th ACM International Conference on Multimodal Interaction, ICMI 2016

AU - Dhall, Abhinav

AU - Goecke, Roland

AU - Joshi, Jyoti

AU - Hoey, Jesse

AU - Gedeon, Tom

PY - 2016/10/31

Y1 - 2016/10/31

N2 - This paper discusses the baseline for the Emotion Recognition in the Wild (EmotiW) 2016 challenge. Continuing on the theme of automatic affect recognition in the wild', the Emoti W challenge 2016 consists of two sub-challenges: An audio-video based emotion and a new group-based emotion recognition sub-challenges. The audio-video based subchallenge is based on the Acted Facial Expressions in the Wild (AFEW) database. The group-based emotion recognition sub-challenge is based on the Happy People Images (HAPPEI) database. We describe the data, baseline method, challenge protocols and the challenge results. A total of 22 and 7 teams participated in the audio-video based emotion and group-based emotion sub-challenges, respectively.

AB - This paper discusses the baseline for the Emotion Recognition in the Wild (EmotiW) 2016 challenge. Continuing on the theme of automatic affect recognition in the wild', the Emoti W challenge 2016 consists of two sub-challenges: An audio-video based emotion and a new group-based emotion recognition sub-challenges. The audio-video based subchallenge is based on the Acted Facial Expressions in the Wild (AFEW) database. The group-based emotion recognition sub-challenge is based on the Happy People Images (HAPPEI) database. We describe the data, baseline method, challenge protocols and the challenge results. A total of 22 and 7 teams participated in the audio-video based emotion and group-based emotion sub-challenges, respectively.

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KW - Facial expression challenge

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M3 - Conference contribution

T3 - ICMI 2016 - Proceedings of the 18th ACM International Conference on Multimodal Interaction

SP - 427

EP - 432

BT - ICMI 2016 - Proceedings of the 18th ACM International Conference on Multimodal Interaction

A2 - Pelachaud, Catherine

A2 - Nakano, Yukiko I.

A2 - Nishida, Toyoaki

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PB - Association for Computing Machinery (ACM)

Y2 - 12 November 2016 through 16 November 2016

ER -

Dhall A, Goecke R, Joshi J, Hoey J, Gedeon T. Emoti W 2016: Video and group-level emotion recognition challenges. In Pelachaud C, Nakano YI, Nishida T, Busso C, Morency LP, Andre E, editors, ICMI 2016 - Proceedings of the 18th ACM International Conference on Multimodal Interaction. Association for Computing Machinery (ACM). 2016. p. 427-432. (ICMI 2016 - Proceedings of the 18th ACM International Conference on Multimodal Interaction). doi: 10.1145/2993148.2997638

Emoti W 2016: Video and group-level emotion recognition challenges

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