How Does Frequency Bias Affect the Robustness of Neural Image Classifiers against Common Corruption and Adversarial Perturbations?
Alvin ChanYew Soon OngClement TanPublished in: IJCAI (2022)
Keyphrases
- image features
- multiscale
- image data
- image content
- single image
- image classification
- input image
- neural network
- image analysis
- low frequency
- image retrieval
- edge detection
- image representation
- image segmentation
- image regions
- image pixels
- image matching
- high resolution
- extracted features
- similarity measure
- network architecture
- image collections
- image transformations
- template matching
- region of interest
- high frequency
- segmentation method
- support vector
- feature selection