A mobile application to report and detect 3D body emotional poses

作者:

Highlights:

• A novel app allows users to report 3D body emotional poses.

• The app classifies poses into the six Ekmans emotional states and a neutral one.

• The app used a set of emotional poses from the literature as prototypes.

• We conducted a user study to assess the app.

• Five out of the six emotional states were identified with accuracies above 70.

摘要

•A novel app allows users to report 3D body emotional poses.•The app classifies poses into the six Ekmans emotional states and a neutral one.•The app used a set of emotional poses from the literature as prototypes.•We conducted a user study to assess the app.•Five out of the six emotional states were identified with accuracies above 70.

论文关键词:Affective computing,App,Emotion detection,Mobile application,Pose detection,Expert system

论文评审过程:Received 20 January 2018, Revised 10 December 2018, Accepted 6 January 2019, Available online 7 January 2019, Version of Record 30 January 2019.

论文官网地址:https://doi.org/10.1016/j.eswa.2019.01.021