MedSAGa: Few-shot Memory Efficient Medical Image Segmentation using Gradient Low-Rank Projection in SAM.
Navyansh MahlaAnnie D'souzaShubh GuptaBhavik KanekarKshitij Sharad JadhavPublished in: CoRR (2024)
Keyphrases
- memory efficient
- low rank
- medical image segmentation
- medical images
- missing data
- linear combination
- convex optimization
- matrix factorization
- curve evolution
- high order
- regularized regression
- singular value decomposition
- semi supervised
- rank minimization
- high dimensional data
- statistical shape model
- video sequences
- medical image analysis
- medical imaging
- edge detection
- image segmentation
- anatomical structures
- level set method
- image restoration
- level set
- collaborative filtering
- small number