10–13 Sept 2023
Europe/Warsaw timezone

Facial recognition system based on the Haar cascade classifier method

12 Sept 2023, 11:40
20m
Poster Computational intelligence in engineering Poster Session

Speaker

Ms Ivanna Vasylchyshyn (Lviv Polytechnic National University)

Description

This scientific research is devoted to the analysis and testing of the Haar cascade classifier method for face recognition. The paper also justifies the choice of algorithm and provides a description of the implementation of the system on which the analysis was conducted. During the research, the developed system was tested on a sample of facial photographs that included images at different distances from the camera, different lighting conditions, and with different facial positions in the camera's plane of view. An analysis of the test results was conducted, and conclusions were drawn regarding the factors that should be considered when designing and using a facial recognition system to achieve high accuracy.

Authors

Halyna Klym (Lviv Polytechnic National University) Ms Ivanna Vasylchyshyn (Lviv Polytechnic National University) Mr Nazar Karpiuk (Lviv Polytechnic National University)

Presentation materials

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Peer reviewing

Paper