2 papers
cs.CV2026
Towards Controllable Low-Light Image Enhancement: A Continuous Multi-illumination Dataset and Efficient State Space Framework
Hongru Han, Tingrui Guo, Liming Zhang +3
Low-light image enhancement (LLIE) has traditionally been formulated as a deterministic mapping. However, this paradigm often struggles to account for the ill-posed nature of the t…
cs.CV2025
Spatial-Frequency Aware for Object Detection in RAW Image
Zhuohua Ye, Liming Zhang, Hongru Han
Direct RAW-based object detection offers great promise by utilizing RAW data (unprocessed sensor data), but faces inherent challenges due to its wide dynamic range and linear respo…