Convolutional Neural Networks Analyzed via Convolutional Sparse Coding.
Vardan PapyanYaniv RomanoMichael EladPublished in: CoRR (2016)
Keyphrases
- sparse coding
- convolutional neural networks
- dictionary learning
- sparse representation
- natural images
- linear combination
- image classification
- unsupervised learning
- convolutional network
- image representation
- generative model
- discriminative power
- single image super resolution
- high dimensional
- sparse codes
- feature space
- object category recognition
- image patches
- person re identification
- object recognition
- machine learning
- discriminative dictionary
- higher order
- feature vectors
- pattern recognition
- bayesian networks
- computer vision