Full Resolution Image Compression with Recurrent Neural Networks.
George TodericiDamien VincentNick JohnstonSung Jin HwangDavid MinnenJoel ShorMichele CovellPublished in: CVPR (2017)
Keyphrases
- recurrent neural networks
- image compression
- neural network
- wavelet transform
- vector quantization
- reservoir computing
- neural model
- artificial neural networks
- high resolution
- echo state networks
- feed forward
- cascade correlation
- complex valued
- compression ratio
- compression scheme
- long short term memory
- low bit rate
- subband
- recurrent networks
- compression algorithm
- feedforward neural networks
- compressed images
- hebbian learning
- image coding
- progressive transmission
- chaotic time series
- image coder
- nonlinear dynamic systems
- low resolution
- feature extraction
- genetic algorithm