International Display Workshops General Incorporated Association

Proceedings of the International Display Workshops Volume 30 (IDW '23)

Proceedings of the International Display Workshops Volume 30 (IDW '23)

2023年12月6日 〜 2023年12月8日
TOKI MESSE Niigata Convention Center

[INPp1-2] Registrable Lensless Face Recognition System based on Deep Learning

*Si-Wei Chen1, Ya-Ti Chang Lee1, Chieh-En Lee1, Chung-Hao Tien1 (1. National Yang Ming Chiao Tung University (Taiwan))

Lensless imaging, Convolutional Neural Network, Face Recognition, Deep Learning

https://doi.org/10.36463/idw.2023.1242

We proposed a lensless recognition system associated with deep learning paradigm. An amplitude-modulated mask is applied as an element for optical encryption. Then, ResNet-50 architecture was trained to learn a well-structured representation space for the visual recognition task. Over 90% sensitivity and 98% specificity with 10 classes proved the concept.