Developing a Facial Expressions Recognition Algorithm for Digital Video

Authors

  • Walaa Read Saffour PhD student in the Department of electronics and communications- Damascus University.
  • Talal Hammoud Associated Professor in the Department of electronics and communications- Damascus University
  • Fawwaz Mufdi Professor in the Department of electronics and communications- Damascus University

Keywords:

facial expressions recognition, digital video, appearance features, histogram of oriented gradients, landmarks, temporal features, support vector machine

Abstract

The automatic detection of facial expressions in digital video is one of the

important research topics at the present time because of its multiple applications imposed by technological development in recent years. Detection accuracy is one of the challenges facing developers of facial expression detection algorithms to achieve the best possible performance. This research focuses on the algorithms of conventional methods, we developed an algorithm based on spatial and temporal stude of video frames to recognize expression change from neutral to one of the another seven expressions, we conducted practical experiments to test its accuracy (experiments showed an accuracy of 98.87% on CK+ dataset), in addition to compare it with algorithm with the same classification.

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Author Biographies

  • Walaa Read Saffour, PhD student in the Department of electronics and communications- Damascus University.

    PhD student in the Department of electronics and communications- Damascus University. 

  • Talal Hammoud, Associated Professor in the Department of electronics and communications- Damascus University

    Associated Professor in the Department of electronics and communications- Damascus University

  • Fawwaz Mufdi, Professor in the Department of electronics and communications- Damascus University

    Professor in the Department of electronics and communications- Damascus University. 

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Published

2025-05-21

How to Cite

Developing a Facial Expressions Recognition Algorithm for Digital Video. (2025). Damascus University Journal for Engineering Sciences, 41(2). https://journal.damascusuniversity.edu.sy/index.php/engj/article/view/7865