Enhancing face recognition in native low-resolution images using deep learning and bicubic interpolati

Enhancing face recognition in native low-resolution images using deep learning and bicubic interpolati

This paper addresses the challenge of face recognition in Low-Resolution (LR) images, mainly when the resolution is below 48x48 pixels, which is common in surveillance systems. Current face recognition algorithms struggle to deliver satisfactory results with such low-resolution images. This study ut...

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Bibliographic Details
Main Author: Ngoan Chi Le
Format: Article
Language:English
Published: HO CHI MINH CITY OPEN UNIVERSITY JOURNAL OF SCIENCE 2025-03-01
Series:Ho Chi Minh City Open University Journal of Science - Engineering and Technology
Subjects:
face recognition
low-resolution
super-resolution-bilinear and bicubic image
Online Access:https://journalofscience.ou.edu.vn/index.php/tech-en/article/view/4017
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