https://libeldoc.bsuir.by/handle/123456789/60699| Title: | Performance evaluation of YOLOv12 in sar image target detection: a comparative study with YOLOv11 |
| Authors: | Wang, W. Q. Zhang, X. Ma, J. |
| Keywords: | материалы конференций;SAR image;target detection;YOLOv12;performance comparison |
| Issue Date: | 2025 |
| Publisher: | БГУИР |
| Citation: | Wang, W. Q. Performance evaluation of YOLOv12 in sar image target detection: a comparative study with YOLOv11 / W. Q. Wang, X. Zhang, J. Ma // Технологии передачи и обработки информации : материалы Международного научно-технического семинара, Минск, апрель 2025 г. / Белорусский государственный университет информатики и радиоэлектроники ; редкол.: В. Ю. Цветков [и др.]. – Минск, 2025. – С. 122–125. |
| Abstract: | The performance of YOLOv12 in SAR image target detection is evaluated and compared with YOLOv11. Experimental results show that YOLOv12 is superior to YOLOv11 in detection accuracy (mAP50 and mAP50-95), small target detection and complex background processing, and has faster training convergence and stronger generalization ability. The study verifies the advantages of YOLOv12 in SAR image target detection. |
| URI: | https://libeldoc.bsuir.by/handle/123456789/60699 |
| Appears in Collections: | Технологии передачи и обработки информации : материалы Международного научно-технического семинара (2025) |
| File | Description | Size | Format | |
|---|---|---|---|---|
| Wang_Performance.pdf | 459.53 kB | Adobe PDF | View/Open |
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