6533b82cfe1ef96bd129069d

RESEARCH PRODUCT

Système de sécurité biométrique multimodal par imagerie, dédié au contrôle d’accès

Pierre Bonazza

subject

[INFO.INFO-AI] Computer Science [cs]/Artificial Intelligence [cs.AI]BiometryIntruder detectionAlgorithm/architecture matchingBiométrieDétection d'intrusion en zone surveilléeAdéquation algorithme/architecture[INFO.INFO-AI]Computer Science [cs]/Artificial Intelligence [cs.AI]Machine Learning[INFO.INFO-CR]Computer Science [cs]/Cryptography and Security [cs.CR]Traitements d'imagesDeep LearningImage processing[INFO.INFO-TI] Computer Science [cs]/Image Processing [eess.IV][INFO.INFO-TI]Computer Science [cs]/Image Processing [eess.IV][INFO.INFO-CR] Computer Science [cs]/Cryptography and Security [cs.CR]

description

Research of this thesis consists in setting up efficient and light solutions to answer the problems of securing sensitive products. Motivated by a collaboration with various stakeholders within the Nuc-Track project, the development of a biometric security system, possibly multimodal, will lead to a study on various biometric features such as the face, fingerprints and the vascular network. This thesis will focus on an algorithm and architecture matching, with the aim of minimizing the storage size of the learning models while guaranteeing optimal performances. This will allow it to be stored on a personal support, thus respecting privacy standards.

https://hal.science/tel-02180903v2