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INTERNATIONAL JOURNAL OF CREATIVE RESEARCH THOUGHTS - IJCRT (IJCRT.ORG)
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ISSN Approved Journal No: 2320-2882 | Impact factor: 7.97 | ESTD Year: 2013
Call For Paper - Volume 12 | Issue 6 | Month- June 2024
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Published Paper Details:
Paper Title
MASKED FACE RECOGNITION SYSTEM
Authors
Akhilesh Pillai, Sanket Salunkhe, Sahil Waingankar, Varunakshi Bhojane
Keywords
CNN-Convolutional Neural Network, Masked Face Recognition, Mask Detection, Occluded face detection.
Abstract
Wearing masks has become compulsory for everyone nowadays. Thus, existing face recognition systems have become inefficient. So we have decided to develop a deep learning model which can properly detect masked faces.
We have used the MAFA dataset with 30, 811 Internet images and 35, 806 masked faces. Faces in the MAFA dataset have different orientations and occlusion degrees, and at least one part of the face is occluded by mask.We have used CNNs for masked face recognition. It comprises various convolutional layers, several pooling layers, non-linear layer and classification layer units. Deep CNN networks are typically trained on large labeled datasets like ImageNet to pick out general features which are appropriate into several detections and recognition jobs like image classification and verification, object detection, segmentation to texture identification.
IJCRT's Publication Details
Unique Identification Number - IJCRT2204584
Paper ID - 217956
Page Number(s) - f118-f122
Pubished in - Volume 10 | Issue 4 | April 2022
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Publisher Name - IJCRT | www.ijcrt.org | ISSN : 2320-2882
E-ISSN Number - 2320-2882
Cite this article
Akhilesh Pillai, Sanket Salunkhe, Sahil Waingankar, Varunakshi Bhojane, "MASKED FACE RECOGNITION SYSTEM", International Journal of Creative Research Thoughts (IJCRT), ISSN:2320-2882, Volume.10, Issue 4, pp.f118-f122, April 2022, Available at :http://www.ijcrt.org/papers/IJCRT2204584.pdf
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ISSN: 2320-2882 Impact Factor: 7.97 and ISSN APPROVED Journal Starting Year (ESTD) : 2013
ISSN and 7.97 Impact Factor Details
ISSN: 2320-2882 Impact Factor: 7.97 and ISSN APPROVED Journal Starting Year (ESTD) : 2013
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