A Lightweight YOLOv11-Based Model with Small Object Enhance Pyramid for Underwater Object Detection in Aerial Imagery

Hao Ye, Min Yu, Qirong Tang. A Lightweight YOLOv11-Based Model with Small Object Enhance Pyramid for Underwater Object Detection in Aerial Imagery. In Ying Tan 0002, Yuhui Shi 0001, editors, Advances in Swarm Intelligence - 16th International Conference on Swarm Intelligence, ICSI 2025, Yokohama, Japan, July 11-15, 2025, Proceedings, Part II. Volume 16012 of Lecture Notes in Computer Science, pages 235-245, Springer, 2025. [doi]

Abstract

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