The role of unpaired image-to-image translation for stain color normalization in colorectal cancer histology classification.
Nicola AltiniTommaso Maria MarvulliFrancesco Alfredo ZitoMariapia CaputoStefania TommasiAmalia AzzaritiAntonio BrunettiBerardino PrencipeEliseo MattioliSimona De SummaVitoantonio BevilacquaPublished in: Comput. Methods Programs Biomed. (2023)
Keyphrases
- image classification
- single image
- image data
- input image
- image regions
- image pixels
- multiscale
- image representation
- image features
- image analysis
- image content
- low level
- preprocessing
- high resolution
- image collections
- segmentation method
- image set
- color and texture information
- color images
- image segmentation
- images of natural scenes
- image retrieval
- pixel values
- feature extraction
- color features
- color histogram
- preprocessing steps
- textural features
- color segmentation
- color image segmentation
- gray value
- image processing
- similarity measure
- lighting conditions
- spatial information