Multi-scale fully convolutional neural networks for histopathology image segmentation: From nuclear aberrations to the global tissue architecture.
Rüdiger SchmitzFrederic MadestaMaximilian NielsenJenny KrauseStefan SteurerRené WernerThomas RöschPublished in: Medical Image Anal. (2021)
Keyphrases
- multiscale
- image segmentation
- convolutional neural networks
- image analysis
- image processing
- tissue samples
- real time
- edge detection
- natural images
- scale space
- convolutional network
- markov random field
- image representation
- management system
- software architecture
- active contours
- multiple scales
- local binary pattern
- deformable models
- shape prior
- energy function
- global information
- gray level
- segmentation algorithm
- graph cuts
- computer vision