Neus: Learning neural implicit surfaces by volume rendering for multi-view reconstruction
We present a novel neural surface reconstruction method, called NeuS, for reconstructing
objects and scenes with high fidelity from 2D image inputs. Existing neural surface …
objects and scenes with high fidelity from 2D image inputs. Existing neural surface …
Volume rendering of neural implicit surfaces
Neural volume rendering became increasingly popular recently due to its success in
synthesizing novel views of a scene from a sparse set of input images. So far, the geometry …
synthesizing novel views of a scene from a sparse set of input images. So far, the geometry …
Neural fields in visual computing and beyond
Recent advances in machine learning have led to increased interest in solving visual
computing problems using methods that employ coordinate‐based neural networks. These …
computing problems using methods that employ coordinate‐based neural networks. These …