Low-Contrast Medical Image Segmentation via Transformer and Boundary Perception

Computer Science

• Contrast Condition 33%
• Convolutional Neural Network 33%
• Desirable Property 33%
• Global Context 33%
• Global Information 33%
• Image Segmentation 100%
• Local Information 33%
• Range Dependency 100%
• Receptive Field 33%
• Representation Learning 33%
• Segmentation Performance 33%
• Segmentation Task 33%
• Target Location 33%

Keyphrases

• Boundary Location 14%
• Boundary Perception 100%
• Embedded Boundary 42%
• Enhanced Transformer 28%
• Field Weight 14%
• Local Use 14%
• Local Weight 14%
• Multi-head 14%
• Perception Network 42%
• Semantic Context 14%

Biochemistry, Genetics and Molecular Biology

• Receptive Field 100%