Exemplary Natural Images Explain CNN Activations Better than Feature Visualizations.
Judy BorowskiRoland S. ZimmermannJudith SchepersRobert GeirhosThomas S. A. WallisMatthias BethgeWieland BrendelPublished in: CoRR (2020)
Keyphrases
- natural images
- natural scenes
- higher order
- image denoising
- denoising
- multiscale
- input image
- object recognition
- image patches
- sparse coding
- test images
- scale invariant
- receptive fields
- visual patterns
- power spectrum
- natural textures
- natural image patches
- image statistics
- image features
- image processing
- statistics of natural images
- feature set
- natural image statistics
- single image
- generative model
- markov random field
- feature vectors
- intrinsic images
- neural network