Understanding the impact of image and input resolution on deep digital pathology patch classifiers.
Eu Wern TehGraham W. TaylorPublished in: CoRR (2022)
Keyphrases
- image data
- image analysis
- input image
- high resolution
- image content
- image representation
- image features
- multiscale
- image segmentation
- single image
- image resolution
- image classification
- classifier training
- digital imaging
- higher resolution
- image collections
- image retrieval
- low level
- segmentation method
- hough transform
- decision trees
- region of interest
- surface patches
- feature points
- edge detection
- image regions
- test images
- segmentation algorithm
- image pixels
- extracted features
- ground plane
- training data