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2026

AEC-YOLO: An Adaptive Edge-Aware Calibration Framework for Robust Small Object Detection in Low-Altitude Remote Sensing Imagery

Small object detection in uncrewed aerial vehicle (UAV) low-altitude remote sensing imagery faces core challenges, specifically edge information degradation and feature misalignment resulting from complex backgrounds and drastic scale variations. To address these issues, this study introduces AEC-YOLO. This framework a...

Yadong Liu, Shengbang Zhou, Chuanqi Li et al. · 0 citations
#computer vision Preprint Aug 2026

A2DINOv3: Rethinking Multi-Modal Object Detection via Socialized Collaboration

Multi-modal object detection is essential for robust scene understanding in challenging conditions, including low-light and adverse environments. Recent vision foundation models (e.g., DINOv3) have exhibited strong representation capabilities, yet adapting them to multi-modal scenarios remains challenging. Existing den...

Jiekang Feng, Zhi-He Fan, Yun-Qi Zhu et al. · 0 citations

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