Sparse Object-level Supervision for Instance Segmentation with Pixel Embeddings

Adrian Wolny, Qin Yu, Constantin Pape +1

Most state-of-the-art instance segmentation methods have to be trained on densely annotated images. While difficult in general, this requirement is especially daunting for biomedic…