Exposing Image Classifier Shortcuts with Counterfactual Frequency (CoF) Tables.
James HinnsDavid MartensPublished in: CoRR (2024)
Keyphrases
- image data
- image features
- multiscale
- input image
- image retrieval
- image analysis
- image representation
- database
- single image
- low frequency
- image content
- low level
- template matching
- image collections
- image classification
- feature points
- hough transform
- segmentation method
- feature selection
- test images
- image pixels
- extracted features
- high resolution
- image regions
- segmentation algorithm
- image matching
- feature space
- training data
- image segmentation
- labeled images
- image restoration
- keypoints
- high frequency
- edge detection
- multiresolution
- training set
- pixel classification