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cs.CV2026
Towards Color-Faithful Low-Light Image Enhancement via Adaptive Color Debiasing and Saturation Rectification
Zhichen Yang, Rui Xu, Yuzhen Niu +3
Low-light imaging often introduces color bias caused by the low signal-to-noise ratio and the image formation process. Although recent low-light image enhancement methods have achi…
cs.CV2026
Modality-Specific Hierarchical Enhancement for RGB-D Camouflaged Object Detection
Yuzhen Niu, Yangqing Wang, Ri Cheng +3
Camouflaged object detection (COD) is challenging due to high target-background similarity, and recent methods address this by complementarily using RGB-D texture and geometry cues…