Hamad Ullah

Design and Evaluation of Object Classifiers for Probabilistic Decision-Making in Autonomous Systems

Object classification is a key element that enables effective decision-making in many autonomous systems. A more sophisticated system may also utilize the probability distribution over the classes instead of basing its decision only on the most likely class. This paper introduces new performance met…