#reconstruction

DC-Forward: Robust FeedForward Reconstruction from In-the-wild Driving-Scene Videos

Bodong Bi*, Nuo Chen*, Zhiwen Fan† Planned submission to CVPR 2027

#4D Gaussian Splatting #Reconstruction #Autonomous Driving

A feedforward 4D Gaussian Splatting reconstruction model for in-the-wild driving-scene videos that predicts patch-level reliability for geometry and appearance, removing foreground-occlusion and reflection artifacts.

Reconstructing 3D Voxels from Ultra-sparse-view 2D X-ray Images Using a Dual-domain Balanced Network

Bodong Bi, Bo Yang†, Zhixin Liu, Junmin Lyu, Feng Bao, Chao Liu Measurement and Control

#Medical Imaging #Deep Learning #Inverse Problems #Reconstruction

A U-Net framework that reconstructs CBCT voxels from only 2–4 X-ray views, reducing radiation dose by approximately 50% while achieving SSIM above 0.94.

Paper