Fast clustering in linear 1D subspaces: segmentation of microscopic image of unstained specimens.
Ivica KoprivaMaria BrbicDijana TolicNino Antulov-FantulinXinjian ChenPublished in: Medical Imaging: Digital Pathology (2017)
Keyphrases
- image analysis
- segmentation method
- image segmentation
- segmentation algorithm
- multiscale
- grey level
- adaptive thresholding
- image content
- test images
- pixel level
- criterion function
- input image
- image regions
- segmentation accuracy
- image features
- image data
- image pixels
- edge detection
- image segments
- image classification
- segmented images
- single image
- homogeneous regions
- microscope images
- watershed transform
- region growing
- brain mr images
- watershed algorithm
- high dimensional data
- microscopy images
- image processing
- piecewise constant
- gray level images
- data points
- gray value
- shape prior
- watershed segmentation
- high resolution
- morphological filters
- foreground and background
- level set
- gray level
- pixel wise
- bounding box
- energy function
- optimal segmentation
- image segmentations
- clustering algorithm
- clustering method
- image retrieval
- image segmentation algorithm
- intensity distribution
- active contours
- watershed transformation