Convolutional Neural Networks Analyzed via Convolutional Sparse Coding.
Vardan PapyanYaniv RomanoMichael EladPublished in: J. Mach. Learn. Res. (2017)
Keyphrases
- sparse coding
- convolutional neural networks
- sparse representation
- natural images
- dictionary learning
- convolutional network
- linear combination
- image classification
- discriminative power
- image representation
- unsupervised learning
- feature space
- generative model
- visual words
- image patches
- person re identification
- single image super resolution
- sparse codes
- object category recognition
- high dimensional
- bag of words
- deep belief networks