Unlocking the Emotional World of Visual Media: An Overview of the Science, Research, and Impact of Understanding Emotion

no code implementations • 25 Jul 2023 • James Z. Wang, Sicheng Zhao, Chenyan Wu, Reginald B. Adams, Michelle G. Newman, Tal Shafir, Rachelle Tsachor

The emergence of artificial emotional intelligence technology is revolutionizing the fields of computers and robotics, allowing for a new level of communication and understanding of human behavior that was once thought impossible.

Emotional Intelligence Emotion Recognition

ARBEE: Towards Automated Recognition of Bodily Expression of Emotion In the Wild

1 code implementation • 28 Aug 2018 • Yu Luo, Jianbo Ye, Reginald B. Adams, Jr., Jia Li, Michelle G. Newman, James Z. Wang

A system to model the emotional expressions based on bodily movements, named ARBEE (Automated Recognition of Bodily Expression of Emotion), has also been developed and evaluated.

Action Recognition

Probabilistic Multigraph Modeling for Improving the Quality of Crowdsourced Affective Data

1 code implementation • 4 Jan 2017 • Jianbo Ye, Jia Li, Michelle G. Newman, Reginald B. Adams, Jr., James Z. Wang

We proposed a probabilistic approach to joint modeling of participants' reliability and humans' regularity in crowdsourced affective studies.