AI Chat AI Image Generator AI Video Text to Speech

EmotiW 2018: Audio-Video, Student Engagement and Group-Level Affect Prediction

08/23/2018

∙

by Abhinav Dhall, et al.

∙

∙

This paper details the sixth Emotion Recognition in the Wild (EmotiW) challenge. EmotiW 2018 is a grand challenge in the ACM International Conference on Multimodal Interaction 2018, Colorado, USA. The challenge aims at providing a common platform to researchers working in the affective computing community to benchmark their algorithms on `in the wild' data. This year EmotiW contains three sub-challenges: a) Audio-video based emotion recognition; b) Student engagement prediction; and c) Group-level emotion recognition. The databases, protocols and baselines are discussed in detail.

Abhinav Dhall
38 publications
Amanjot Kaur
3 publications
Roland Goecke
15 publications
Tom Gedeon
31 publications

research

∙ 09/17/2017

Group Affect Prediction Using Emotion Heatmaps and Scene Information

In this paper, we describe our work on emotion detection for a group of ...

0 Saqib Shamsi, et al. ∙

research

∙ 05/03/2018

audEERING's approach to the One-Minute-Gradual Emotion Challenge

This paper describes audEERING's submissions as well as additional evalu...

0 Andreas Triantafyllopoulos, et al. ∙

research

∙ 09/15/2020

Group-Level Emotion Recognition Using a Unimodal Privacy-Safe Non-Individual Approach

This article presents our unimodal privacy-safe and non-individual propo...

0 Anastasia Petrova, et al. ∙

research

∙ 07/28/2020

Variants of BERT, Random Forests and SVM approach for Multimodal Emotion-Target Sub-challenge

Emotion recognition has become a major problem in computer vision in rec...

0 Hoang Manh Hung, et al. ∙

research

∙ 04/18/2023

Multimodal Group Activity Dataset for Classroom Engagement Level Prediction

We collected a new dataset that includes approximately eight hours of au...

0 Alpay Sabuncuoğlu, et al. ∙

research

∙ 03/14/2022

Audiovisual Affect Assessment and Autonomous Automobiles: Applications

Emotion and a broader range of affective driver states can be a life dec...

0 Björn W. Schuller, et al. ∙

research

∙ 04/30/2020

MuSe 2020 – The First International Multimodal Sentiment Analysis in Real-life Media Challenge and Workshop

Multimodal Sentiment Analysis in Real-life Media (MuSe) 2020 is a Challe...

8 Lukas Stappen, et al. ∙