Enhancing Fire and Smoke Detection with YOLOv8: A Comparative Study of Self-Supervised Learning and Attention Mechanisms

dc.contributor.author Kaya, Umut
dc.contributor.author Uluirmak, Bugra Alperen
dc.contributor.author Kurban, Rifat
dc.date.accessioned 2026-03-23T14:49:37Z
dc.date.available 2026-03-23T14:49:37Z
dc.date.issued 2025
dc.identifier.doi 10.1109/UBMK67458.2025.11206954
dc.identifier.issn 2521-1641
dc.identifier.scopus 2-s2.0-105030833861
dc.identifier.uri https://hdl.handle.net/20.500.12573/5832
dc.identifier.uri https://doi.org/10.1109/UBMK67458.2025.11206954
dc.language.iso en
dc.publisher Institute of Electrical and Electronics Engineers Inc.
dc.relation.ispartof International Conference on Computer Science and Engineering, UBMK -- 10th International Conference on Computer Science and Engineering, UBMK 2025 -- 17 September 2025 through 21 September 2025 -- Istanbul -- 214243
dc.rights info:eu-repo/semantics/closedAccess
dc.subject Self-Supervised Learning
dc.subject Object Detection
dc.subject Simclr
dc.subject Yolov8
dc.subject Attention Mechanism
dc.subject Fire and Smoke Detection
dc.title Enhancing Fire and Smoke Detection with YOLOv8: A Comparative Study of Self-Supervised Learning and Attention Mechanisms en_US
dc.type Conference Object
dspace.entity.type Publication
gdc.author.scopusid 57224919152
gdc.author.scopusid 60093425600
gdc.author.scopusid 24729361200
gdc.description.department Abdullah Gül University
gdc.description.departmenttemp [Kaya U.] Abdullah Gül University, Department of Computer Engineering, Kayseri, Turkey; [Uluirmak B.A.] Abdullah Gül University, Department of Computer Engineering, Kayseri, Turkey; [Kurban R.] Abdullah Gül University, Department of Computer Engineering, Kayseri, Turkey
gdc.description.endpage 1041
gdc.description.issue 2025
gdc.description.publicationcategory Konferans Öğesi - Uluslararası - Kurum Öğretim Elemanı
gdc.description.startpage 1036
gdc.index.type Scopus
gdc.virtual.author Kurban, Rifat
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