LMISA: A lightweight multi-modality image segmentation network via domain adaptation using gradient magnitude and shape constraint.
Mina JafariSusan T. FrancisJonathan M. GaribaldiXin ChenPublished in: Medical Image Anal. (2022)
Keyphrases
- lightweight
- domain adaptation
- multi modality
- image segmentation
- gradient magnitude
- multi modal
- wireless sensor networks
- medical images
- cross domain
- image registration
- labeled data
- shape model
- image processing
- sentiment classification
- information theoretic
- semi supervised
- computer vision
- semi supervised learning
- multiple sources
- shape prior
- transfer learning
- energy functional
- multiscale
- scale space
- watershed segmentation
- mutual information
- grey level
- markov random field
- deformable models
- level set
- edge detection
- feature space
- active contours
- similarity measure
- graph cuts
- feature selection