ConvBKI: Real-Time Probabilistic Semantic Mapping Network with Quantifiable Uncertainty

Joey Wilson, Yuewei Fu, Joshua Friesen +5

In this paper, we develop a modular neural network for real-time {\color{black}(> 10 Hz)} semantic mapping in uncertain environments, which explicitly updates per-voxel probabilist…