Multiresolution convolutional autoencoders.
Yuying LiuColin PonceSteven L. BruntonJ. Nathan KutzPublished in: J. Comput. Phys. (2023)
Keyphrases
- multiresolution
- deep belief networks
- restricted boltzmann machine
- denoising
- coarse to fine
- wavelet transform
- deep learning
- subband
- quadtree
- unsupervised learning
- wavelet decomposition
- higher resolution
- variable resolution
- network architecture
- multiresolution analysis
- sparse coding
- hierarchical models
- coarse to fine strategy
- segmentation of textured images
- feedforward neural networks
- data sets
- image processing
- computer vision
- high frequency
- wavelet coefficients
- linear combination
- natural images
- multiscale
- machine learning