Multi-resolution cell orientation congruence descriptors for epithelium segmentation in endometrial histology images.
Guannan LiShan-e-Ahmed RazaNasir M. RajpootPublished in: Medical Image Anal. (2017)
Keyphrases
- microscopic images
- segmentation algorithm
- multiresolution
- cell segmentation
- segmentation method
- fluorescence microscopy images
- microscopy images
- cell nuclei
- image retrieval
- microscope images
- orientation estimation
- segmented images
- image analysis
- input image
- edge detection
- test images
- adaptive thresholding
- grey level
- intensity variations
- fully automatic
- image classification
- image data
- segmentation errors
- white blood
- accurate segmentation
- color features
- object recognition
- segmentation accuracy
- image regions
- image segmentation
- ground truth
- image features
- image database
- intensity profile
- image descriptors
- mouse brain
- cell nucleus
- sift descriptors
- coarse to fine strategy
- gabor filters
- intensity distribution
- keypoints
- hierarchical representation
- image segments
- image filtering
- image matching
- low contrast
- orientation histogram
- post mortem
- phase contrast
- rotationally invariant
- texture analysis
- region growing
- confocal images
- image structure