Hierarchical Bayesian Noise Inference for Robust Real-time Probabilistic Object Classification

Shayegan Omidshafiei, Brett T. Lopez, Jonathan P. How +1

Robust environment perception is essential for decision-making on robots operating in complex domains. Principled treatment of uncertainty sources in a robot's observation model is…