A pixel and channel enhanced up-sampling module for biomedical image segmentation.
Xuan ZhangGuoping XuXinglong WuWentao LiaoXuesong LengXiaxia WangXinwei HeChang LiPublished in: Mach. Vis. Appl. (2024)
Keyphrases
- image segmentation
- multiscale
- graph cuts
- region boundaries
- markov random field
- random sampling
- method for image segmentation
- level set method
- multi channel
- image processing
- sampling algorithm
- image analysis
- pixel values
- computer vision
- active contours
- sampling methods
- sample size
- level set
- contour detection
- information extraction
- segmented images
- boundary detection
- sampling strategy
- energy minimization
- gray level
- segmentation algorithm
- pixel wise
- fading channels
- biomedical data
- channel coding
- unsupervised image segmentation
- probabilistic relaxation
- image segmentation algorithm
- biomedical images
- region merging
- segmentation result
- pixel level
- ground truth
- energy functional
- image pixels
- object segmentation
- shape prior
- region growing
- segmentation method
- text mining