A leucocytes count system from blood smear images - Segmentation and counting of white blood cells based on learning by sampling.
Cecilia Di RubertoAndrea LoddoLorenzo PutzuPublished in: Mach. Vis. Appl. (2016)
Keyphrases
- white blood cells
- blood cells
- white blood
- segmentation method
- segmentation algorithm
- test images
- image analysis
- image data
- image database
- segmented images
- learning process
- ground truth
- unsupervised segmentation
- input image
- adaptive thresholding
- image features
- learning algorithm
- piece wise
- accurate segmentation
- image segmentation
- fully automatic
- image regions
- multiscale
- automatic recognition
- perceptual information
- grey level
- segmentation errors
- image classification
- image segmentation algorithms
- object recognition
- image registration
- edge detection
- microscopic images
- microscope images
- region growing
- brain tumors
- image set
- pixel wise
- pixel level
- bounding box