March 14, 2024, 4:46 a.m. | Jing Wu, Jia-Wang Bian, Xinghui Li, Guangrun Wang, Ian Reid, Philip Torr, Victor Adrian Prisacariu

cs.CV updates on arXiv.org arxiv.org

arXiv:2403.08733v1 Announce Type: new
Abstract: We propose GaussCtrl, a text-driven method to edit a 3D scene reconstructed by the 3D Gaussian Splatting (3DGS).
Our method first renders a collection of images by using the 3DGS and edits them by using a pre-trained 2D diffusion model (ControlNet) based on the input prompt, which is then used to optimise the 3D model.
Our key contribution is multi-view consistent editing, which enables editing all images together instead of iteratively editing one image while …

abstract arxiv collection consistent controlnet cs.cv diffusion diffusion model edit editing images prompt text them type view

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