4 papers
Fast Low-light Enhancement and Deblurring for 3D Dark Scenes
Feng Zhang, Jinglong Wang, Ze Li +4
Novel view synthesis from low-light, noisy, and motion-blurred imagery remains a valuable and challenging task. Current volumetric rendering methods struggle with compound degradat…
Robust Low-light Scene Restoration via Illumination Transition
Ze Li, Feng Zhang, Xiatian Zhu +3
Synthesizing normal-light novel views from low-light multiview images is an important yet challenging task, given the low visibility and high ISO noise present in the input images.…
AgentPose: Progressive Distribution Alignment via Feature Agent for Human Pose Distillation
Feng Zhang, Jinwei Liu, Xiatian Zhu +1
Pose distillation is widely adopted to reduce model size in human pose estimation. However, existing methods primarily emphasize the transfer of teacher knowledge while often negle…
Robust Low-Light Human Pose Estimation through Illumination-Texture Modulation
Feng Zhang, Ze Li, Xiatian Zhu +1
As critical visual details become obscured, the low visibility and high ISO noise in extremely low-light images pose a significant challenge to human pose estimation. Current metho…