A Fully Unsupervised Instance Segmentation Technique for White Blood Cell Images.
Shrijeet BiswasAmartya BhattacharyaPublished in: CoRR (2023)
Keyphrases
- fully unsupervised
- segmentation algorithm
- segmentation method
- image analysis
- input image
- image regions
- ground truth
- unsupervised segmentation
- segmented images
- automated segmentation
- test images
- edge detection
- accurate segmentation
- image segmentation
- fully automatic
- image classification
- image slices
- adaptive thresholding
- image database
- object recognition
- segmentation errors
- segmentation accuracy
- brain mr images
- grey level
- region growing
- tubular structures
- image pixels
- image features
- image data
- image retrieval
- three dimensional
- multiple objects
- gray level images
- image segmentation algorithm
- segmentation scheme
- microscopic images
- image segments
- piece wise
- positron emission tomography
- low depth of field
- pixel wise
- intensity images
- pixel level
- low contrast
- bounding box
- graph cuts
- image segmentation algorithms
- skin lesion
- cell nuclei
- gray value
- complex background
- gray level
- cardiac magnetic resonance
- medical images