Joint Learning of Depth, Pose, and Local Radiance Field for Large Scale Monocular 3D Reconstruction

Shahram Najam Syed, Yitian Hu, Yuchao Yao

Photorealistic 3-D reconstruction from monocular video collapses in large-scale scenes when depth, pose, and radiance are solved in isolation: scale-ambiguous depth yields ghost ge…