Multiscale lightweight 3D segmentation algorithm with attention mechanism: Brain tumor image segmentation.
Hengxin LiuGuoqiang HuoQiang LiXin GuanMing-Lang TsengPublished in: Expert Syst. Appl. (2023)
Keyphrases
- lightweight
- segmentation algorithm
- image segmentation
- brain tumors
- multiscale
- attention mechanism
- magnetic resonance images
- visual attention
- automatic segmentation
- mr images
- region growing
- unsupervised segmentation
- graph cuts
- medical imaging
- image processing
- superpixels
- object segmentation
- magnetic resonance
- segmentation method
- active contours
- saliency map
- image segmentation algorithm
- image analysis
- computer vision
- shape prior
- mri images
- scale space
- level set method
- medical image analysis
- edge detection
- segmentation scheme
- markov random field
- image representation
- natural images
- segmented images
- segmentation result
- brain images
- level set
- gray level
- region merging
- eye tracking
- magnetic resonance imaging
- texture segmentation
- high resolution
- high quality
- pairwise
- wireless sensor networks
- image segmentation algorithms
- watershed segmentation
- partial differential equations
- input image