Semantic segmentation of Ground Glass Opacities (GGO) in CT images of patients diagnosed with COVID-19.

Resources used
MosMedData: Chest CT Scans with COVID-19 Related Findings Dataset
S.P. Morozov, A.E. Andreychenko, N.A. Pavlov, A.V. Vladzymyrskyy, N.V. …

Deep interactive learning or deep interactive segmentation tries to reduce the annotation effort of the expert when annotating new image data. By inferring a refined prediction from an already existing annotation and additional user input, …

Mineralogist often deal with samples of unknown minerals. In order to identify them, the minerals are crushed, CT scanned and its particles segmented. Based on the segmentation, the compositon of the particles is identifed.

Resources …

Semantic segmentation refers to classification of individual pixels in an image to a set of predefined categories/classes. Semantic segmentation is a fundamental type of image analysis that has a plethora of applications across all imaging …