Monitoring social distancing under various low light conditions with deep learning and a single motionless time of flight camera

Adina Rahim; Ayesha Maqbool; Tauseef Rana

doi:10.1371/journal.pone.0247440

Loading metrics

Open Access

Peer-reviewed

Research Article

Monitoring social distancing under various low light conditions with deep learning and a single motionless time of flight camera

Adina Rahim,

Roles Conceptualization, Data curation, Formal analysis, Funding acquisition, Investigation, Methodology, Project administration, Resources, Software, Validation, Visualization, Writing – original draft

Affiliation Department of Computer Software Engineering, NUST, Islamabad, Pakistan

https://orcid.org/0000-0003-3235-9977

⨯
Ayesha Maqbool ,

Roles Supervision, Writing – review & editing

* E-mail: ayesha.maqbool@mcs.edu.pk

Affiliation Department of Computer Software Engineering, NUST, Islamabad, Pakistan

https://orcid.org/0000-0003-3397-3661

⨯
Tauseef Rana

Roles Supervision, Writing – review & editing

Affiliation Department of Computer Software Engineering, NUST, Islamabad, Pakistan
⨯

Monitoring social distancing under various low light conditions with deep learning and a single motionless time of flight camera

Adina Rahim,
Ayesha Maqbool,
Tauseef Rana

Published: February 25, 2021
https://doi.org/10.1371/journal.pone.0247440

About the Authors

Adina Rahim

Roles Conceptualization, Data curation, Formal analysis, Funding acquisition, Investigation, Methodology, Project administration, Resources, Software, Validation, Visualization, Writing – original draft

Affiliation Department of Computer Software Engineering, NUST, Islamabad, Pakistan

https://orcid.org/0000-0003-3235-9977

Ayesha Maqbool

Roles Supervision, Writing – review & editing

* E-mail: ayesha.maqbool@mcs.edu.pk

Affiliation Department of Computer Software Engineering, NUST, Islamabad, Pakistan

https://orcid.org/0000-0003-3397-3661

Tauseef Rana

Roles Supervision, Writing – review & editing

Affiliation Department of Computer Software Engineering, NUST, Islamabad, Pakistan

Competing Interests

The authors have declared that no competing interests exist.

Subject Areas
?

For more information about PLOS Subject Areas, click here.
We want your feedback. Do these Subject Areas make sense for this article? Click the target next to the incorrect Subject Area and let us know. Thanks for your help!

COVID 19
Is the Subject Area "COVID 19" applicable to this article?

Thanks for your feedback.
Social distancing
Is the Subject Area "Social distancing" applicable to this article?

Thanks for your feedback.
Deep learning
Is the Subject Area "Deep learning" applicable to this article?

Thanks for your feedback.
Light pulses
Is the Subject Area "Light pulses" applicable to this article?

Thanks for your feedback.
Artificial intelligence
Is the Subject Area "Artificial intelligence" applicable to this article?

Thanks for your feedback.
Cameras
Is the Subject Area "Cameras" applicable to this article?

Thanks for your feedback.
Memory recall
Is the Subject Area "Memory recall" applicable to this article?

Thanks for your feedback.
Pandemics
Is the Subject Area "Pandemics" applicable to this article?

Thanks for your feedback.