Konstantin Dmitriev

Learning Multi-Class Segmentations From Single-Class Datasets

Multi-class segmentation has recently achieved significant performance in natural images and videos. This achievement is due primarily to the public availability of large multi-class datasets. However, there are certain domains, such as biomedical images, where obtaining sufficient multi-class annot…