Understanding the impact of image and input resolution on deep digital pathology patch classifiers.
Eu Wern TehGraham W. TaylorPublished in: CRV (2022)
Keyphrases
- image data
- high resolution
- image features
- image classification
- input image
- image analysis
- image segmentation
- single image
- multiscale
- image retrieval
- higher resolution
- image content
- image representation
- low level
- lower resolution
- edge detection
- naive bayes
- segmentation method
- classifier training
- image resolution
- labeled images
- digital imaging
- user input
- imaging technology
- hough transform
- low resolution
- feature points
- input data
- training data
- similarity measure
- test images
- extracted features
- visual features
- image quality
- support vector
- regular grid
- feature selection