Two-Stage CNN Whole Heart Segmentation Combining Image Enhanced Attention Mechanism and Metric Classification.
Xuchu WangFusheng WangYanmin NiuPublished in: J. Digit. Imaging (2023)
Keyphrases
- image classification
- segmentation method
- attention mechanism
- image segmentation
- multiscale
- image analysis
- segmentation algorithm
- image regions
- image data
- edge detection
- pixel level
- input image
- image representation
- skin lesion
- echocardiographic images
- level set
- segmented images
- image features
- high resolution
- image retrieval
- feature vectors
- similarity metric
- cardiac magnetic resonance
- feature selection
- feature space
- natural images
- user interface
- visual attention
- region growing
- color image segmentation
- video sequences
- feature extraction