Sep 2026
CIE-Det: a low-light object detector via cascaded illumination enhancement and dynamic semantic alignment
The proposed CIE-Det is an end-to-end lightweight object detection framework that jointly optimizes illumination enhancement and feature learning and achieves a favorable trade-off between detection accuracy and efficiency in low-light scenarios.
Jia-Jun Hu, Hai-Liang Wang, Min-Qin Zeng et al.
· Journal of Electronic Imagin... · 0 citations