Semantic 3D Reconstruction

Building a 3D map annotated with semantic object labels, combining geometric reconstruction with semantic segmentation. Semantic 3D maps enable task-level navigation (go to the table) and manipulation (pick the mug from the shelf). Methods include SLAM++ (object-level SLAM), SemanticFusion (real-time 3D semantic reconstruction with CNN labels), and Open3D-ML.