Proceedings of the International Display Workshops Volume 31 (IDW '24)
Dec 4 - Dec 6, 2024Sapporo Convention Center
Proceedings of the International Display Workshops Volume 31 (IDW '24)
Dec 4 - Dec 6, 2024Sapporo Convention Center
[IST3-3]Performance Analysis of Under-Display Lensless Facial Recognition System
*Min-Hsuan Chung1, Sih-Wei Chen1, Kun-Yuan Lin1, Chieh-En Lee1, Chung-Hao Tien1(1. National Yang Ming Chiao Tung University (Taiwan))
Keywords:
Deep Learning,Facial Recognition,Lensless Imaging,Under-Display Camera
We proposed the first under-display lensless facial recognition system. The system can preserve user privacy by employing a binary coded mask with the deep learning model for feature extraction and enhance flexibility by adapting to various number of classes. Results highlight the system's robustness to horizontal movements and potential for face recognition.