Image classifiers can not be made robust to small perturbations.
Zheng DaiDavid K. GiffordPublished in: CoRR (2021)
Keyphrases
- image data
- image features
- image noise
- image classification
- geometric distortions
- template matching
- image analysis
- image matching
- image segmentation
- input image
- image content
- image regions
- partial occlusion
- image collections
- region of interest
- test images
- keypoints
- decision trees
- class labels
- single image
- segmentation algorithm
- image representation
- feature points
- markov random field
- low level
- high resolution
- multiresolution
- pixel values
- similarity measure
- computer vision