Entropy Maximization and Meta Classification for Out-Of-Distribution Detection in Semantic Segmentation

Robin Chan, Matthias Rottmann, Hanno Gottschalk

Deep neural networks (DNNs) for the semantic segmentation of images are usually trained to operate on a predefined closed set of object classes. This is in contrast to the "open wo…