Benchmark Generation Framework with Customizable Distortions for Image Classifier Robustness.
Soumyendu SarkarAshwin Ramesh BabuSajad MousaviZachariah CarmichaelVineet GundechaSahand GhorbanpourRicardo Luna GutierrezAntonio GuillenAvisek NaugPublished in: CoRR (2023)
Keyphrases
- image data
- input image
- image distortion
- geometric distortions
- image features
- image segmentation
- bayesian framework
- image content
- image classification
- multiscale
- low level
- edge detection
- image representation
- image collections
- single image
- similarity measure
- feature selection
- segmentation method
- image regions
- image retrieval
- bounding box
- feature extractor
- multi class
- color images
- image analysis
- image set
- training data
- labeled images
- classifier training
- berkeley segmentation dataset
- monochrome images