Mae Younes*

SparseCraft: Few-Shot Neural Reconstruction through Stereopsis Guided Geometric Linearization

"We present a novel approach for recovering 3D shape and view dependent appearance from a few colored images, enabling efficient 3D reconstruction and novel view synthesis. Our method learns an implicit neural representation in the form of a Signed Distance Function (SDF) and a radiance field. The m…