Bénédicte Bascle

Improving Neural Implicit Surfaces Geometry With Patch Warping

Neural implicit surfaces have become an important technique for multi-view 3D reconstruction but their accuracy remains limited. In this paper, we argue that this comes from the difficulty to learn and render high frequency textures with neural networks. We thus propose to add to the standard neural…