4 papers
LL-GaussianMap: Zero-shot Low-Light Image Enhancement via 2D Gaussian Splatting Guided Gain Maps
Yuhan Chen, Ying Fang, Guofa Li +6
Significant progress has been made in low-light image enhancement with respect to visual quality. However, most existing methods primarily operate in the pixel domain or rely on im…
LL-GaussianImage: Efficient Image Representation for Zero-shot Low-Light Enhancement with 2D Gaussian Splatting
Yuhan Chen, Wenxuan Yu, Guofa Li +6
2D Gaussian Splatting (2DGS) is an emerging explicit scene representation method with significant potential for image compression due to high fidelity and high compression ratios.…
Shift-Window Meets Dual Attention: A Multi-Model Architecture for Specular Highlight Removal
Tianci Huo, Lingfeng Qi, Yuhan Chen +6
Inevitable specular highlights in practical environments severely impair the visual performance, thus degrading the task effectiveness and efficiency. Although there exist consider…
PEGS: Physics-Event Enhanced Large Spatiotemporal Motion Reconstruction via 3D Gaussian Splatting
Yijun Xu, Jingrui Zhang, Hongyi Liu +6
Reconstruction of rigid motion over large spatiotemporal scales remains a challenging task due to limitations in modeling paradigms, severe motion blur, and insufficient physical c…