A Hierarchical Transformer Encoder to Improve Entire Neoplasm Segmentation on Whole Slide Image of Hepatocellular Carcinoma.
Zhuxian GuoQitong WangHenning MüllerThemis PalpanasNicolas LoménieCamille KurtzPublished in: CoRR (2023)
Keyphrases
- image segmentation
- segmentation method
- segmentation algorithm
- multiscale
- hierarchical segmentation
- image analysis
- image data
- input image
- grey level
- image regions
- single image
- image pixels
- pixel level
- image features
- adaptive thresholding
- coarse to fine
- test images
- segmented images
- segmentation accuracy
- homogeneous regions
- image segmentation algorithm
- decoding process
- image content
- watershed algorithm
- segmentation errors
- hierarchical representation
- gray value
- brain mr images
- image classification
- region segmentation
- low depth of field
- energy function
- edge detection
- rate distortion
- image representation
- low level image segmentation
- image retrieval
- optimal segmentation
- segmented regions
- high resolution
- energy functional
- gray level images
- region growing
- image structure
- image processing
- bounding box
- motion estimation
- graph cuts
- foreground and background
- image gradient
- pixel wise