Towards Annotation-Free Segmentation of Fluorescently Labeled Cell Membranes in Confocal Microscopy Images.
Dennis EschweilerTim KloseFlorian Nicolas Müller-FouargeMarcin KopaczkaJohannes StegmaierPublished in: SASHIMI@MICCAI (2019)
Keyphrases
- watershed segmentation
- segmentation method
- segmentation algorithm
- confocal microscopy images
- image segmentation
- region merging
- microscopy images
- microscope images
- region growing
- active learning
- object segmentation
- microscopic images
- shape prior
- image retrieval
- image processing
- phase contrast
- training data
- multiscale
- segmented images
- semantic annotation
- automatic image annotation
- level set
- training set
- electron microscopy
- cell nuclei
- learning algorithm
- image annotation
- cell segmentation
- supervised learning