3 papers
cs.CV2025
Structure-guided Diffusion Transformer for Low-Light Image Enhancement
Xiangchen Yin, Zhenda Yu, Longtao Jiang +4
While the diffusion transformer (DiT) has become a focal point of interest in recent years, its application in low-light image enhancement remains a blank area for exploration. Cur…
cs.CV2025
DEFormer: DCT-driven Enhancement Transformer for Low-light Image and Dark Vision
Xiangchen Yin, Zhenda Yu, Xin Gao +1
Low-light image enhancement restores the colors and details of a single image and improves high-level visual tasks. However, restoring the lost details in the dark area is still a…
cs.CV2024
GRPose: Learning Graph Relations for Human Image Generation with Pose Priors
Xiangchen Yin, Donglin Di, Lei Fan +6
Recent methods using diffusion models have made significant progress in human image generation with various control signals such as pose priors. However, existing efforts are still…