Beyond one-hot encoding? Journey into compact encoding for large multi-class segmentation

Aaron Kujawa, Thomas Booth, Tom Vercauteren

This work presents novel methods to reduce computational and memory requirements for medical image segmentation with a large number of classes. We curiously observe challenges in m…