2026
Unleashing Semantic and Geometric Priors for 3D Scene Completion
AAAI 2026technical
Camera-based 3D semantic scene completion (SSC) provides dense geometric and semantic perception for autonomous driving and robotic navigation. However, existing methods rely on a coupled encoder to deliver both semantic and geometric priors, which forces the model to make a trade-off between confli