CNN-based Preprocessing to Optimize Watershed-based Cell Segmentation in 3D Confocal Microscopy Images.
Dennis EschweilerThiago Vallin SpinaRohan C. ChoudhuryElliot MeyerowitzAlexandre CunhaJohannes StegmaierPublished in: CoRR (2018)
Keyphrases
- cell segmentation
- confocal microscopy images
- preprocessing
- low contrast
- quantitative analysis
- microscope images
- cancer cells
- image segmentation
- clinical applications
- dendritic spines
- phase contrast
- feature extraction
- cell division
- imaging modalities
- contrast enhancement
- automatic tracking
- blood vessels
- fully automatic