Compositional Factorization of Visual Scenes with Convolutional Sparse Coding and Resonator Networks.
Christopher J. KymnSonia MazeletAnnabel NgDenis KleykoBruno A. OlshausenPublished in: NICE (2024)
Keyphrases
- sparse coding
- visual scene
- natural images
- dictionary learning
- sparse representation
- linear combination
- image classification
- unsupervised learning
- natural scenes
- discriminative power
- object recognition
- image representation
- generative model
- image patches
- visual information
- feature space
- visual words
- multiscale
- higher order
- visual attention
- image data
- image collections
- test images
- low rank
- input image
- denoising
- spatial relations