SoftSeg: Advantages of soft versus binary training for image segmentation.
Charley GrosAndréanne LemayJulien Cohen-AdadPublished in: Medical Image Anal. (2021)
Keyphrases
- image segmentation
- computer vision
- multiscale
- region growing
- method for image segmentation
- level set method
- training phase
- training set
- markov random field
- active contours
- advantages and disadvantages
- segmentation method
- unsupervised image segmentation
- training process
- serious games
- shape prior
- data sets
- level set
- machine learning
- medical imaging
- deformable models
- test set
- active learning
- training algorithm
- image analysis
- feature space
- segmented images
- region merging
- neural network