Computer Assisted Segmentation Tool: A Machine Learning Based Image Segmenting Tool for TrakEM2.
Augustus N. TropeaJaney L. ValerioMichael J. CamerinoJosh HixEmmalee PecorPeter G. FuerstS. Seth LongPublished in: ISBRA (2017)
Keyphrases
- computer assisted
- image segmentation
- machine learning
- segmentation algorithm
- grey level
- multiscale
- segmentation method
- image features
- edge detection
- image data
- single image
- image pixels
- image regions
- image content
- computer aided
- test images
- segmentation accuracy
- image classification
- energy function
- image analysis
- energy functional
- pixel level
- region segmentation
- pattern recognition
- brain mr images
- initial segmentation
- segmentation errors
- image segmentation algorithm
- homogeneous regions
- image retrieval
- segmented images
- multiple objects
- image structure
- region growing
- medical images