Declan Sculthorpe

Weakly Supervised Segmentation With Point Annotations for Histopathology Images via Contrast-Based Variational Model

Image segmentation is a fundamental task in the field of imaging and vision. Supervised deep learning for segmentation has achieved unparalleled success when sufficient training data with annotated labels are available. However, annotation is known to be expensive to obtain, especially for histopath…