Novel segmentation algorithm for identification of cell membrane staining in HER2 images.
Marek WdowiakTomasz MarkiewiczStanislaw OsowskiJanusz PateraWojciech KozlowskiPublished in: Pattern Recognit. Lett. (2016)
Keyphrases
- segmentation algorithm
- input image
- automatic segmentation
- unsupervised segmentation
- segmentation method
- image segmentation
- graph cuts
- object segmentation
- segmentation scheme
- image segmentation algorithm
- watershed algorithm
- segmentation result
- region growing
- homogeneous regions
- superpixels
- segmentation quality
- segmentation procedure
- marker controlled watershed
- segmented images
- active shape model
- image segmentations
- cell nuclei
- shape prior
- cell segmentation
- image data
- computer vision
- image sequences
- image analysis
- microscopy images
- image segmentation algorithms
- similarity measure
- microscope images
- object detection
- fully automatic
- region merging
- region of interest