Robustness of classifiers to uniform $\ell_p$ and Gaussian noise.
Jean-Yves FranceschiAlhussein FawziOmar FawziPublished in: AISTATS (2018)
Keyphrases
- gaussian noise
- denoising
- image restoration
- noisy images
- signal to noise ratio
- noise level
- noise model
- noise suppression
- impulse noise
- noise removal
- salt and pepper noise
- jpeg compression
- support vector
- training data
- decision trees
- training set
- sparse representation
- natural images
- median filtering
- noise variance
- machine learning
- computer vision
- total variation
- image denoising
- dimensionality reduction
- edge detection
- high quality
- feature selection