Attention-Based Generative Neural Image Compression on Solar Dynamics Observatory.
Ali ZafariAtefeh KhoshkhahtinatPiyush M. MehtaNasser M. NasrabadiBarbara J. ThompsonDaniel da SilvaMichael S. F. KirkPublished in: CoRR (2022)
Keyphrases
- transform coding
- image compression
- image coding
- vector quantization
- wavelet transform
- network architecture
- compression algorithm
- low bit rate
- neural network
- image processing
- reconstructed image
- compression scheme
- recurrent networks
- subband
- compression ratio
- compressed images
- generative model
- dynamical systems
- bio inspired
- visual attention
- dynamic model
- data driven
- discriminative learning
- unsupervised learning
- discrete cosine transform
- neural model
- nonlinear dynamics
- neural fuzzy
- image coder
- focus of attention
- recurrent neural networks
- computational complexity
- multiscale