Blurred face recognition using CNN

• Main Author: Kabyar, Myet Wun
• Other Authors: Anamitra Makur
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2024
• Subjects: Engineering; Convolutional neural network
• Online Access: https://hdl.handle.net/10356/177047
• Institution: Nanyang Technological University

Facial recognition systems play a crucial role in numerous applications ranging from security to healthcare purposes. Regardless, these systems face challenges when the images provided are from video sources or of low-quality. In this project, we explore ResNet18, a type of CNN model on KDEF dataset...