Fusion Contours as a Source of Segmentation Training Data: A Simulation Study.
Dónal M. McSweeneyPaul A. BromileyAndrew GreenMarcel van HerkAlan McWilliamPublished in: ISBI (2023)
Keyphrases
- simulation study
- training data
- level set
- contour detection
- segmentation algorithm
- active contours
- learning algorithm
- multiscale
- segmentation method
- image segmentation
- minimal surface
- shape prior
- prior knowledge
- object segmentation
- snake model
- energy function
- image analysis
- decision trees
- object contours
- data fusion
- monte carlo
- data sets
- test data
- region growing
- multiple sources
- deformable contour
- deformable models
- closed contours
- medical images
- multi sensor
- image fusion
- endpoints
- energy functional
- fusion method
- perceptual grouping
- search space
- training set
- fusion process
- search algorithm
- optimal solution
- image processing
- adaptive thresholding
- learned from training data