Fundamental limits on the robustness of image classifiers.
Zheng DaiDavid GiffordPublished in: ICLR (2023)
Keyphrases
- input image
- image data
- image features
- image retrieval
- image analysis
- image content
- single image
- template matching
- test images
- fundamental limits
- feature points
- image classification
- image collections
- training data
- image pixels
- low level
- multiscale
- spatial information
- keypoints
- improve recognition accuracy
- visual features
- edge detection
- training set
- object recognition
- naive bayes
- training samples
- segmentation method
- hough transform
- support vector machine
- image set
- computational complexity
- image sequences
- image segmentation
- decision trees