Physical Distancing and Mask Wearing Behavior Dataset Generator from CCTV Footages Using YOLOv8

Roland P. Abao; Maria Regina Justina E. Estuar; Patricia Angela R. Abu

doi:10.1007/978-3-031-43129-6_29

Physical Distancing and Mask Wearing Behavior Dataset Generator from CCTV Footages Using YOLOv8

Roland P. Abao, Maria Regina Justina E. Estuar, Patricia Angela R. Abu

Department of Information Systems and Computer Science

Ateneo de Manila University

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Original language	English
Title of host publication	Social, Cultural, and Behavioral Modeling - 16th International Conference, SBP-BRiMS 2023, Proceedings
Editors	Robert Thomson, Samer Al-khateeb, Annetta Burger, Patrick Park, Aryn A. Pyke
Publisher	Springer Science and Business Media Deutschland GmbH
Pages	295-304
Number of pages	10
ISBN (Print)	9783031431289
DOIs	https://doi.org/10.1007/978-3-031-43129-6_29
State	Published - 2023
Event	16th International Conference on Social Computing, Behavioral-Cultural Modeling and Prediction and Behavior Representation in Modeling and Simulation, SBP-BRiMS 2023 - Pittsburgh, United States Duration: Sep 20 2023 → Sep 22 2023

Publication series

Name	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume	14161 LNCS
ISSN (Print)	0302-9743
ISSN (Electronic)	1611-3349

Conference

Conference	16th International Conference on Social Computing, Behavioral-Cultural Modeling and Prediction and Behavior Representation in Modeling and Simulation, SBP-BRiMS 2023
Country/Territory	United States
City	Pittsburgh
Period	9/20/23 → 9/22/23

ASJC Scopus Subject Areas

Theoretical Computer Science
General Computer Science

Keywords

CCTV data
YOLOv8
dataset generator
mask wearing
physical distancing

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

Access to Document

10.1007/978-3-031-43129-6_29

Cite this

Abao, R. P., Estuar, M. R. J. E., & Abu, P. A. R. (2023). Physical Distancing and Mask Wearing Behavior Dataset Generator from CCTV Footages Using YOLOv8. In R. Thomson, S. Al-khateeb, A. Burger, P. Park, & A. A. Pyke (Eds.), Social, Cultural, and Behavioral Modeling - 16th International Conference, SBP-BRiMS 2023, Proceedings (pp. 295-304). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 14161 LNCS). Springer Science and Business Media Deutschland GmbH. https://doi.org/10.1007/978-3-031-43129-6_29

Physical Distancing and Mask Wearing Behavior Dataset Generator from CCTV Footages Using YOLOv8. / Abao, Roland P.; Estuar, Maria Regina Justina E.; Abu, Patricia Angela R.
Social, Cultural, and Behavioral Modeling - 16th International Conference, SBP-BRiMS 2023, Proceedings. ed. / Robert Thomson; Samer Al-khateeb; Annetta Burger; Patrick Park; Aryn A. Pyke. Springer Science and Business Media Deutschland GmbH, 2023. p. 295-304 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 14161 LNCS).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Abao, RP, Estuar, MRJE & Abu, PAR 2023, Physical Distancing and Mask Wearing Behavior Dataset Generator from CCTV Footages Using YOLOv8. in R Thomson, S Al-khateeb, A Burger, P Park & A A. Pyke (eds), Social, Cultural, and Behavioral Modeling - 16th International Conference, SBP-BRiMS 2023, Proceedings. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 14161 LNCS, Springer Science and Business Media Deutschland GmbH, pp. 295-304, 16th International Conference on Social Computing, Behavioral-Cultural Modeling and Prediction and Behavior Representation in Modeling and Simulation, SBP-BRiMS 2023, Pittsburgh, United States, 9/20/23. https://doi.org/10.1007/978-3-031-43129-6_29

Abao RP, Estuar MRJE , Abu PAR. Physical Distancing and Mask Wearing Behavior Dataset Generator from CCTV Footages Using YOLOv8. In Thomson R, Al-khateeb S, Burger A, Park P, A. Pyke A, editors, Social, Cultural, and Behavioral Modeling - 16th International Conference, SBP-BRiMS 2023, Proceedings. Springer Science and Business Media Deutschland GmbH. 2023. p. 295-304. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)). doi: 10.1007/978-3-031-43129-6_29

Abao, Roland P. ; Estuar, Maria Regina Justina E. ; Abu, Patricia Angela R. / Physical Distancing and Mask Wearing Behavior Dataset Generator from CCTV Footages Using YOLOv8. Social, Cultural, and Behavioral Modeling - 16th International Conference, SBP-BRiMS 2023, Proceedings. editor / Robert Thomson ; Samer Al-khateeb ; Annetta Burger ; Patrick Park ; Aryn A. Pyke. Springer Science and Business Media Deutschland GmbH, 2023. pp. 295-304 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).

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