COLMAP-Free 3D Gaussian Splatting

no code implementations • 12 Dec 2023 • Yang Fu, Sifei Liu, Amey Kulkarni, Jan Kautz, Alexei A. Efros, Xiaolong Wang

While neural rendering has led to impressive advances in scene reconstruction and novel view synthesis, it relies heavily on accurately pre-computed camera poses.

Neural Rendering Novel View Synthesis +1

3D Reconstruction with Generalizable Neural Fields using Scene Priors

no code implementations • 26 Sep 2023 • Yang Fu, Shalini De Mello, Xueting Li, Amey Kulkarni, Jan Kautz, Xiaolong Wang, Sifei Liu

NFP not only demonstrates SOTA scene reconstruction performance and efficiency, but it also supports single-image novel-view synthesis, which is underexplored in neural fields.

3D Reconstruction 3D Scene Reconstruction +1

Image Inpainting using Partial Convolution

no code implementations • 19 Aug 2021 • Harsh Patel, Amey Kulkarni, Shivam Sahni, Udit Vyas

Image Inpainting is one of the very popular tasks in the field of image processing with broad applications in computer vision.

Image Inpainting Image Restoration