Benchmark Generation Framework with Customizable Distortions for Image Classifier Robustness.
Soumyendu SarkarAshwin Ramesh BabuSajad MousaviZachariah CarmichaelVineet GundechaSahand GhorbanpourRicardo Luna GutierrezAntonio GuillenAvisek NaugPublished in: WACV (2024)
Keyphrases
- multiscale
- image retrieval
- image data
- image features
- single image
- image analysis
- image classification
- berkeley segmentation dataset
- computer vision
- image distortion
- geometric distortions
- pixel values
- bayesian framework
- image matching
- segmentation method
- high resolution
- feature selection
- input image
- digital images
- image representation
- image content
- distortion correction
- image quality
- scale space
- feature points
- support vector machine
- face detection
- training set
- support vector
- training data
- image segmentation
- intensity variations
- decision trees
- edge detection