This content introduces the "Density-aware Chamfer Distance" as a new comprehensive metric for evaluating point cloud completion tasks. It aims to provide a more robust and accurate assessment of completed 3D models.
This work introduces BrickAnything, a geometry-conditioned autoregressive framework for generating physically buildable brick structures from diverse 3D shapes. It uses point clouds as a unified geometric interface and predicts brick sequences that reconstruct the target shape under assembly constraints, introducing structure-aware tree tokenization.
gsplat is an open-source library dedicated to implementing the Gaussian Splatting technique. It provides tools and resources for 3D reconstruction and rendering applications.
SAM 3D has been introduced as a new standard for 3D object and human reconstruction from a single image. This technology represents a significant advancement in the field of computer vision and 3D modeling.
