Work

Change and Detection of Emotions Expressed on People’s Faces in Photos

Year: 2024

Type: article

Abstract: Human emotions are an element of attention in various areas of interest such as psychology, marketing, medicine, and public safety. Correctly detecting human emotions is a complex matter. The more complex and visually similar emotions are, the more difficult they become to distinguish. Making visual modifications to the faces of people in photos in a way that changes the perceived emotion while preserving the characteristic features of the original face is one of the areas of research in deepfake technologies. The aim of this article is to showcase the outcomes of computer simulation experiments that utilize artificial intelligence algorithms to change the emotions on people’s faces. In order to detect and change emotions, deep neural networks discussed further in this article were used.

Source: Applied Sciences

DOI: 10.3390/app142210681

Authors: Zbigniew Piotrowski, Maciej Kaczyński, Tomasz Walczyna

Institution: Military University of Technology in Warsaw

Language: English

Topic: Emotion and Mood Recognition

Subfield: Experimental and Cognitive Psychology

Field: Psychology

Domain: Social Sciences

Open Access status: gold

Estimated APC paid: $2,728

Funder: Wojskowa Akademia Techniczna