Learnable Bilateral Downsampling and Triple-Augmented Feature Fusion in YOLOv8 for Small Object Detection of UAV Aerial Images

Ruojun Guo, Yan Gui, Jianming Zhang, Fengling Li. Learnable Bilateral Downsampling and Triple-Augmented Feature Fusion in YOLOv8 for Small Object Detection of UAV Aerial Images. In Tadahiro Taniguchi, Chi Sing Andrew Leung, Tadashi Kozuno, Junichiro Yoshimoto, Mufti Mahmud, Maryam Doborjeh, Kenji Doya, editors, Neural Information Processing - 32nd International Conference, ICONIP 2025, Okinawa, Japan, November 20-24, 2025, Proceedings, Part V. Volume 16313 of Lecture Notes in Computer Science, pages 393-408, Springer, 2025. [doi]

Abstract

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