Light3DHS: A lightweight 3D hippocampus segmentation method using multiscale convolution attention and vision transformer.
Zhiyong XiaoYuhong ZhangZhaohong DengFei LiuPublished in: NeuroImage (2024)
Keyphrases
- lightweight
- segmentation method
- multiscale
- image segmentation
- image processing
- superpixels
- region growing
- computer vision
- active contours
- video segmentation
- active contour model
- segmentation algorithm
- object segmentation
- segmentation scheme
- fuzzy logic
- segmented images
- ultrasound image segmentation
- visual attention
- energy function
- image segmentation methods
- shape prior
- automated segmentation
- mr images
- method for image segmentation
- scale space
- model based segmentation
- wireless sensor networks
- segmentation result
- wavelet transform
- watershed segmentation
- region merging
- edge detection
- natural images
- binary images
- dos attacks
- input image
- higher order
- automatic segmentation
- deformable models
- machine learning