3 accepted papers
Visual localization methods often present a trade-off between the high efficiency of specialized approaches, such as scene coordinate regression, and the need for rich, versatile scene representations for broader robotics tasks. To bridge this gap, we explore the use of 3D Gaussian Splatting (3DGS),
We present a new multi-sensor dataset for multi-view 3D surface reconstruction. It includes registered RGB and depth data from sensors of different resolutions and modalities: smartphones, Intel RealSense, Microsoft Kinect, industrial cameras, and structured-light scanner. The scenes are selected to…
We present a new system (NPBG++) for the novel view synthesis (NVS) task that achieves high rendering realism with low scene fitting time. Our method efficiently leverages the multiview observations and the point cloud of a static scene to predict a neural descriptor for each point, improving upon t…