BAGS: Building Animatable Gaussian Splatting from a Monocular Video with Diffusion Priors

arXiv:2403.11427v1 Announce Type: new
Abstract: Animatable 3D reconstruction has significant applications across various fields, primarily relying on artists' handcraft creation. Recently, some studies have successfully constructed animatable 3D models from monocular videos. However, these approaches require sufficient view coverage of the object within the input video and typically necessitate significant time and computational costs for training and rendering. This limitation restricts the practical applications. In this work, we propose a method to build animatable 3D Gaussian Splatting from monocular video …

3d models 3d reconstruction abstract applications artists arxiv building coverage cs.cv diffusion fields however object studies type video videos view