Overinterpretation reveals image classification model pathologies.
Brandon CarterSiddhartha JainJonas MuellerDavid K. GiffordPublished in: CoRR (2020)
Keyphrases
- image data
- image analysis
- single image
- multiscale
- image content
- image classification
- image representation
- image collections
- input image
- image segmentation
- low level
- high resolution
- segmentation method
- similarity measure
- image matching
- image pixels
- image regions
- image noise
- edge detection
- post processing
- hough transform
- spatial information
- test images
- image features
- image retrieval
- grey level
- energy function
- keypoints
- image quality
- medical images
- computer assisted
- image structure
- object recognition