A Lightweight convolutional medical segmentation algorithm based on ConvNeXt to improve UNet.
Chuantao WangXiumin WangJiliang ZhaiShuo ShaoPublished in: J. Intell. Fuzzy Syst. (2024)
Keyphrases
- lightweight
- segmentation algorithm
- automatic segmentation
- image segmentation
- unsupervised segmentation
- graph cuts
- region growing
- input image
- segmentation scheme
- segmentation method
- object segmentation
- region merging
- homogeneous regions
- contour detection
- superpixels
- active shape model
- watershed segmentation
- communication infrastructure
- segmentation result
- segmented images
- higher order
- segmentation quality
- segmentation procedure
- ground truth