2024
DOI: 10.12785/ijcds/160190
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A Hybrid ROI Extraction Approach for Mask and Unmask Facial Recognition System using Light-CNN

Ahmed Ahmed,
Faris S. Alghareb

Abstract: In recent years, deep learning-based algorithms have been immensely employed and tested in a variety of real-world applications. The efficacy of such algorithms has been thoroughly examined in a practical setting. In this paper, CNN-based deep learning approaches are utilized to recognize faces in real-time to identify faces with and without mask. We employ pre-trained algorithms (YOLOv2 and SSD) to identify people wearing a face mask, which enables a machine to perform recognition tasks while evolving through… Show more

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Cited by 1 publication
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References 33 publications
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