Automatic Thalamus Segmentation on Unenhanced 3D T1 Weighted Images: Comparison of Publicly Available Segmentation Methods in a Pediatric Population.
Salem HannounRayyan TutunjiMaria El HomsiStephanie SaaybiRoula HouraniPublished in: Neuroinformatics (2019)
Keyphrases
- segmentation accuracy
- test images
- segmentation algorithm
- segmentation method
- image segmentation algorithms
- fully automatic
- fundamental problem in computer vision
- image segmentation methods
- berkeley segmentation dataset
- ground truth
- image segmentation
- image dependent
- segmented images
- segmentation errors
- microscopic images
- edge detection
- object segmentation
- image database
- accurate segmentation
- quantitative measurements
- grey level
- image analysis
- quantitative evaluation
- piece wise
- medical images
- microscopy images
- image retrieval
- image regions
- single image
- level set
- tubular structures
- adaptive thresholding
- pixel level
- intensity images
- image data
- energy function
- pigmented skin lesions
- image segments
- multiscale
- multiple objects
- input image
- image segmentation algorithm
- pixel wise
- bounding box
- automatic segmentation
- image set
- x ray
- lesion segmentation
- image features
- object recognition