A sub-region Unet for weak defects segmentation with global information and mask-aware loss.
Wenbin ZhuRui LiangJiangxin YangYanlong CaoGuizhong FuYanpeng CaoPublished in: Eng. Appl. Artif. Intell. (2023)
Keyphrases
- global information
- optimal segmentation
- prior information
- image segmentation
- grey level
- image regions
- segmentation algorithm
- segmented images
- level set
- boundary information
- segmentation method
- multiscale
- initial segmentation
- region segmentation
- level set framework
- homogeneous regions
- global context
- contextual information
- segmentation result
- globally consistent
- structural information
- segmented regions
- region matching
- shape prior
- foreground and background
- region growing
- region boundaries
- adjacent regions
- defect detection
- intensity distribution
- bounding box
- object segmentation
- decision trees
- fully unsupervised
- gradient information
- medical images
- low level
- natural language
- training data
- global knowledge
- artificial intelligence
- object regions
- information retrieval