ARCHIVES
Research Article
A Review on Face Mask Detection
Mohammad Anas1
Md Sadab Ahmad2
Rajkishore Yadav3
12Students, Department of Computer Science and Engineering, Institute of Technology and Management, Gorakhpur, Uttar Pradesh. India. 3Asst. Professor, Department of Computer Science and Engineering, Institute of Technology and Management, Gorakhpur, Uttar Pradesh. India
Published Online: March-April 2022
Pages: 185-186
Cite this article
No DOIReferences
1. A.Rota,M.S.Oberste,S.S.Monroe ,W.A.Nix,R.Campagnoli,J.P.Icenogle, S.Penaranda,B.Bankamp,K.Maher,M. -h.Chenet al.,“Characterization of a
novel coronavirus associated with severe acute respiratorysyndrome,”science,vol.30 0,no.5624,pp.1394–1399,2003.
2. Z.A.Memish,A.I.Zumla,R.F.AlHakeem,A.A.AlRabeeah,and G.M.Stephens,“Family cluster of middleeast respiratory syndrome coronavirus
infections,”New England Journal of Medicine,vol.368,no.26,pp.2487– 2494,2013.
3. Y.Liu,A.A.Gayle,A.WilderSmith,and J.Rocklöv,“The reproductive number of covid-19 is higher comparedto sars coronavirus,”Journal of travel
medicine,2020.
4. Y.Fang,Y.Nie,and M.Penny,“Transmission dynamics of the covid-19 outbreak and effectiveness of governmentinterventions:A datadriven
analysis,”Journal of medical virology,vol.92,no.6,pp.645– 659,2020.
5. N.H.Leung,D.K.Chu,E.Y.Shiu,K.- H.Chan,J.J.McDevitt,B.J.Hau,H.- L.Yen,Y.Li,D.KM,J.Ipet al.,“Respiratory virus shedding in exhaled breath and
efficacy of face masks.”
6. S.Feng,C.Shen,N.Xia,W.Song,M.Fa n,and B.J.Cowling,“Rational use of face masks in the covid19pandemic,”The Lancet Respiratory Medicine,2020.
7. Z.Wang,G.Wang,B.Huang,Z.Xion g,Q.Hong,H.Wu,P.Yi,K.Jiang,N.Wan g,Y.Peiet al.,“Masked facerecognition dataset and application,”arXiv preprint
arXiv:2003.09093,2020.[10]Z.- Q.Zhao,P.Zheng,S.-t.Xu,and X.Wu,“Object detection with deep learning:A review,”IEEE transactions on neural
networks and learning systems,vol.30,no.11,pp.3212– 3232,2019.
8. A.Kumar,A.Kaur,and M.Kumar,“Face detection techniques:a review,”Artificial Intelligence Review,vol.52,no.2,pp.927– 948,2019.D.-H.Lee,K.-
L.Chen,K.- H.Liou,C.-L.Liu,and J.-L.Liu,“Deep learning and control algorithms of direct perception for autonomous driving,2019.
9. Dataset.https://github.com/prajn asb/observations.Accessed 25 May 2020
10. Paris tests face-mask recognition software on metro riders.http://bloomberg.com/.Acces sed 25 May 2020
11. Who coronavirus disease(COVID19)dashboard.https://covid19.who.i nt/.Accessed 25 May 2020
12. Agarwal,S.,Punn,N.S.,Sonbhadra, S.K.,Nagabhushan,P.,Pandian,K.,Saxe na,P.:Unleashing the power of disruptive and emerging technologies amid
COVID 2019:A detailed review.arXiv preprint arXiv:2005.11507(2020)
13. Chollet,F.:Xception:deep learning with depthwise separable convolutions.CoRR abs/1610.02357(2016).http://arxiv.o rg/abs/1610.02357 [14]
Din,N.U.,Javed,K.,Bae,S.,Yi,J.: A novel GAN-based network for unmasking of masked face.IEEE Access 8,44276–44287(2020
novel coronavirus associated with severe acute respiratorysyndrome,”science,vol.30 0,no.5624,pp.1394–1399,2003.
2. Z.A.Memish,A.I.Zumla,R.F.AlHakeem,A.A.AlRabeeah,and G.M.Stephens,“Family cluster of middleeast respiratory syndrome coronavirus
infections,”New England Journal of Medicine,vol.368,no.26,pp.2487– 2494,2013.
3. Y.Liu,A.A.Gayle,A.WilderSmith,and J.Rocklöv,“The reproductive number of covid-19 is higher comparedto sars coronavirus,”Journal of travel
medicine,2020.
4. Y.Fang,Y.Nie,and M.Penny,“Transmission dynamics of the covid-19 outbreak and effectiveness of governmentinterventions:A datadriven
analysis,”Journal of medical virology,vol.92,no.6,pp.645– 659,2020.
5. N.H.Leung,D.K.Chu,E.Y.Shiu,K.- H.Chan,J.J.McDevitt,B.J.Hau,H.- L.Yen,Y.Li,D.KM,J.Ipet al.,“Respiratory virus shedding in exhaled breath and
efficacy of face masks.”
6. S.Feng,C.Shen,N.Xia,W.Song,M.Fa n,and B.J.Cowling,“Rational use of face masks in the covid19pandemic,”The Lancet Respiratory Medicine,2020.
7. Z.Wang,G.Wang,B.Huang,Z.Xion g,Q.Hong,H.Wu,P.Yi,K.Jiang,N.Wan g,Y.Peiet al.,“Masked facerecognition dataset and application,”arXiv preprint
arXiv:2003.09093,2020.[10]Z.- Q.Zhao,P.Zheng,S.-t.Xu,and X.Wu,“Object detection with deep learning:A review,”IEEE transactions on neural
networks and learning systems,vol.30,no.11,pp.3212– 3232,2019.
8. A.Kumar,A.Kaur,and M.Kumar,“Face detection techniques:a review,”Artificial Intelligence Review,vol.52,no.2,pp.927– 948,2019.D.-H.Lee,K.-
L.Chen,K.- H.Liou,C.-L.Liu,and J.-L.Liu,“Deep learning and control algorithms of direct perception for autonomous driving,2019.
9. Dataset.https://github.com/prajn asb/observations.Accessed 25 May 2020
10. Paris tests face-mask recognition software on metro riders.http://bloomberg.com/.Acces sed 25 May 2020
11. Who coronavirus disease(COVID19)dashboard.https://covid19.who.i nt/.Accessed 25 May 2020
12. Agarwal,S.,Punn,N.S.,Sonbhadra, S.K.,Nagabhushan,P.,Pandian,K.,Saxe na,P.:Unleashing the power of disruptive and emerging technologies amid
COVID 2019:A detailed review.arXiv preprint arXiv:2005.11507(2020)
13. Chollet,F.:Xception:deep learning with depthwise separable convolutions.CoRR abs/1610.02357(2016).http://arxiv.o rg/abs/1610.02357 [14]
Din,N.U.,Javed,K.,Bae,S.,Yi,J.: A novel GAN-based network for unmasking of masked face.IEEE Access 8,44276–44287(2020
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