OPTICAL METHOD FOR EMOTION DETECTION BY ANALYZING FACIAL EXPRESSIONS

Authors

  • Немања Томовић Autor
  • Владимир Рајс Autor

DOI:

https://doi.org/10.24867/31BE04Tomovic

Keywords:

emotion, physical and physiological processes, sensors, machine learning, neural networks, raspberry pi, python, tensorflow, keras

Abstract

In this paper knowledge and researches gained from the field of psychology of human emotion are shown alongside the important problem solving implementation-necessary knowledge. The paper processes multiple methods, as well as the advantages and disadvantages; implementing the method which provides solution to the problem using camera module and machine learning algorithm. 

References

[1] Don H. Hockenbury, Sandra E. Hockenbury, “Discovering psychology”, Worth Publishers, април 2006.

[2] Steven J. Haggbloom, Renee Warnick, Jason E. Warnick, Vinessa K. Jones, Gary L. Yarbrough, Tenea M. Russell, Chris M. Borecky, Reagan McGahhey, John L. Powell III, Jamie Beavers, Emmanuelle Monte, “Review of General Psychology”, American Psychology Association, јун 2002.

[3] Manuela Angioni, Franco Tuveri, “Discovering Emotions through the Building of Linguistic Resource”, Center for Research and Scientific Studies in Sardinia, Italy, 2019.

[4] Robert Plutchnik, Henry Kellerman, “Theories of Emotion volume 1”, Academic Press, 1980.

Published

2025-07-10

Issue

Section

Electrotechnical and Computer Engineering