Overlapping Cell Nuclei Segmentation in Digital Histology Images using Intensity-based Contours.
Md Shamim HossainLeisa J. ArmstrongJumana Abu-KhalafDavid M. CookPauline ZaenkerPublished in: DICTA (2021)
Keyphrases
- cell nuclei
- fluorescence microscopy images
- automated analysis
- microscope images
- automated detection
- quantitative analysis
- watershed transform
- cell nucleus
- low contrast
- segmentation method
- histopathological images
- quantitative evaluation
- segmentation algorithm
- microscopy images
- cancer diagnosis
- image registration
- image analysis
- image segmentation
- nonrigid registration
- visual inspection
- fully automatic
- unsupervised segmentation
- segmented images
- edge detection
- watershed segmentation
- input image
- bounding box
- ground truth
- image data
- mutual information
- region merging
- medical images
- computer vision
- region growing
- image regions