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 | 2025-09-17 | |
| 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 |
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| 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 | |
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