The Face Recognition Processes - Neurofuzzy Approach

Wojciech Biniek, Wojciech Biniek, Wojciech Biniek, Edward Puchała, Edward Puchała, Edward Puchała, Maria Bujnowska-Fedak, Maria Bujnowska-Fedak, Maria Bujnowska-Fedak

2018

Abstract

The paper deals with the novel neuro-fuzzy approach for face recognition problem. A proposed method consists of two steps. The first one means image preprocessing (face detection and landmarks extraction). In particular, this concerns points on the face such as the corners of the mouth, points along the eyebrows, on the eyes, nose and jaw. In the second step, based on extracted features, neurofuzzy system recognizes to whom detected face belongs. Classical fuzzy controllers need an expert knowledge to define set of rules and/or defuzzification process. Main concept of neurofuzzy approach is to replace expert with neural networks. This paper shows that, neurofuzzy system can suit face recognition process and provide better results than other popular techniques.

Paper Citation

in Harvard Style

Biniek W., Puchała E. and Bujnowska-Fedak M. (2018). The Face Recognition Processes - Neurofuzzy Approach. In Proceedings of the 11th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2018) - Volume 2: BIOIMAGING; ISBN 978-989-758-278-3, SciTePress, pages 83-88. DOI: 10.5220/0006538300830088

in Bibtex Style

@conference{bioimaging18,
author={Wojciech Biniek and Edward Puchała and Maria Bujnowska-Fedak},
title={The Face Recognition Processes - Neurofuzzy Approach},
booktitle={Proceedings of the 11th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2018) - Volume 2: BIOIMAGING},
year={2018},
pages={83-88},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0006538300830088},
isbn={978-989-758-278-3},
}

in EndNote Style

TY - CONF

JO - Proceedings of the 11th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2018) - Volume 2: BIOIMAGING
TI - The Face Recognition Processes - Neurofuzzy Approach
SN - 978-989-758-278-3
AU - Biniek W.
AU - Puchała E.
AU - Bujnowska-Fedak M.
PY - 2018
SP - 83
EP - 88
DO - 10.5220/0006538300830088
PB - SciTePress