DeblurSplat: SfM-free 3D Gaussian Splatting with Event Camera for Robust Deblurring 事件

DeblurSplat: SfM-free 3D Gaussian Splatting with Event Camera for Robust Deblurring arXiv:2509.18898v2 Announce Type: replace Abstract: In this paper, we propose the first Structure-from-Motion (SfM)-free deblurring 3D Gaussian Splatting method via event camera, dubbed DeblurSplat. We address the motion-deblurring problem in two ways. First, we leverage the pretrained capability of the dense stereo module (DUSt3R) to directly obtain accurate initial point clouds from blurred images. Without cal