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Chun-Liang Guo

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Conference Sep 2026

FRF-YOLOv11: frequency-domain robust feature fusion for low-light object detection based on YOLOv11

Low-light object detection remains challenging due to severe illumination degradation, non-uniform local lighting, and amplified noise. Conventional low-light enhancement methods mainly operate in the spatial domain and often improve visual brightness without consistently benefiting downstream detection. In this paper,...

Ji-Shen Peng, Yu-Zhe Yang, Li-Ye Song et al. · 0 citations

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