Proceedings of the First International Conference on Artificial Intelligence, Smart Technologies and Communications (AISTC 2025)

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Enhancing Identity Recognition Using Ear Biometrics and Artificial Intelligence

Authors
Chahreddine Medjahed1, *, Ahmed Slimani2, Narimane Wafaa Krolkral3, Freha Mezzoudj4
1Department of Computer Science, Hassiba Benbouali University, Chlef, Algeria
2LabRI-SBA Lab, Ahmed Draia University, Adrar, Algeria
3EEDIS-SBA Lab, Djilali Liabes University, Sidi Bel Abbess, Algeria
4The National Polytechnic School of Oran, Es Sénia, Algeria
*Corresponding author. Email: c.medjahed@univ-chlef.dz
Corresponding Author
Chahreddine Medjahed
Available Online 5 August 2025.
DOI
10.2991/978-94-6463-805-9_19How to use a DOI?
Keywords
Ear Biometrics; Deep Learning; Biometric Recognition; Inception-ResNetV2; Inception V3
Abstract

In this paper, we employ a deep learning technique for individual recognition based on the use of ear images as a biometric trait. This methodology relies on advanced deep learning techniques to optimize individual identification. to evaluate our approach, we have exploited the Mathematical analysis of images (AMI)” database, developed by esther gonzalez. This database contains images of students, teachers and staff from the computer science department of the university of las palmas de gran canaria (ulpgc) in Spain. The results obtained proved promising, attesting to the suitability of this method for ear-based biometric recognition.

Copyright
© 2025 The Author(s)
Open Access
Open Access This chapter is licensed under the terms of the Creative Commons Attribution-NonCommercial 4.0 International License (http://creativecommons.org/licenses/by-nc/4.0/), which permits any noncommercial use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license and indicate if changes were made.

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Volume Title
Proceedings of the First International Conference on Artificial Intelligence, Smart Technologies and Communications (AISTC 2025)
Series
Advances in Intelligent Systems Research
Publication Date
5 August 2025
ISBN
978-94-6463-805-9
ISSN
1951-6851
DOI
10.2991/978-94-6463-805-9_19How to use a DOI?
Copyright
© 2025 The Author(s)
Open Access
Open Access This chapter is licensed under the terms of the Creative Commons Attribution-NonCommercial 4.0 International License (http://creativecommons.org/licenses/by-nc/4.0/), which permits any noncommercial use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license and indicate if changes were made.

Cite this article

risenwbib
TY  - CONF
AU  - Chahreddine Medjahed
AU  - Ahmed Slimani
AU  - Narimane Wafaa Krolkral
AU  - Freha Mezzoudj
PY  - 2025
DA  - 2025/08/05
TI  - Enhancing Identity Recognition Using Ear Biometrics and Artificial Intelligence
BT  - Proceedings of the First International Conference on Artificial Intelligence, Smart Technologies and Communications (AISTC 2025)
PB  - Atlantis Press
SP  - 165
EP  - 176
SN  - 1951-6851
UR  - https://doi.org/10.2991/978-94-6463-805-9_19
DO  - 10.2991/978-94-6463-805-9_19
ID  - Medjahed2025
ER  -