2025
Semi-supervised 3D Semantic Scene Completion with 2D Vision Foundation Model Guidance
AAAI 2025technical
Accurate prediction of 3D semantic occupancy from 2D visual images is vital in enabling autonomous agents to comprehend their surroundings for planning and navigation. State-of-the-art methods typically employ fully supervised approaches, necessitating a huge labeled dataset acquired through expensi…