UMixer: A Novel U-shaped Convolutional Mixer for Multi-scale Feature Fusion in Medical Image Segmentation.
Yongxin SuHongbo HuangZun SongLei LinJinhan LiuPublished in: CCBR (2022)
Keyphrases
- medical image segmentation
- feature fusion
- multiscale
- medical images
- image segmentation
- multiple features
- curve evolution
- feature extraction
- level set method
- statistical shape model
- natural images
- scale space
- sparse coding
- medical image analysis
- medical imaging
- image processing
- edge detection
- image representation
- level set
- coarse to fine
- fusion algorithm
- active contour model
- active contours
- partial differential equations
- data reduction
- higher order
- wavelet transform
- prior knowledge
- fusion method
- image analysis
- feature selection