Compositional Factorization of Visual Scenes with Convolutional Sparse Coding and Resonator Networks.
Christopher J. KymnSonia MazeletAnnabel NgDenis KleykoBruno A. OlshausenPublished in: CoRR (2024)
Keyphrases
- sparse coding
- visual scene
- natural images
- dictionary learning
- linear combination
- image classification
- sparse representation
- generative model
- unsupervised learning
- discriminative power
- object recognition
- image representation
- natural scenes
- high dimensional
- multiscale
- higher order
- denoising
- image patches
- deep belief networks
- vision system
- input image
- feature space
- data points
- matrix factorization
- pairwise