Assessing operational accuracy of CNN-based image classifiers using an oracle surrogate.
Antonio GuerrieroMichael R. LyuRoberto PietrantuonoStefano RussoPublished in: Intell. Syst. Appl. (2023)
Keyphrases
- image features
- image data
- single image
- input image
- image segmentation
- image content
- image analysis
- image retrieval
- image classification
- multiscale
- prediction accuracy
- test images
- high resolution
- image collections
- edge detection
- image pixels
- cellular neural networks
- pixel values
- region of interest
- roc curve
- image representation
- feature space
- classification accuracy
- low level
- computer vision
- confusion matrix
- fold cross validation
- image regions
- svm classifier
- image quality
- multiresolution
- similarity measure