Howtosignalprocessing
What is nuclei segmentation?
Nucleus segmentation is one of the first steps of many microscopy image analysis pipelines. Several large-scale competitions have yielded annotated datasets that are available for training and testing specific methods.
What is instance in segmentation?
Instance Segmentation is a special form of image segmentation that deals with detecting instances of objects and demarcating their boundaries. It finds large-scale applicability in real-world scenarios like self-driving cars, medical imagining, aerial crop monitoring, and more.
Why is nuclei segmentation important?
Nuclei segmentation is an important step in cancer diagnosis and grading, prognostic prediction. Since tissue properties are different in each disease stage, the information of nuclei is critical for evaluating disease progress and its severity. Therefore, various approaches are required at each step in the processing.
