Variable Rate Image Compression with Recurrent Neural Networks.
George TodericiSean M. O'MalleySung Jin HwangDamien VincentDavid MinnenShumeet BalujaMichele CovellRahul SukthankarPublished in: ICLR (Poster) (2016)
Keyphrases
- recurrent neural networks
- image compression
- neural network
- wavelet transform
- vector quantization
- feed forward
- echo state networks
- complex valued
- reservoir computing
- recurrent networks
- subband
- compression scheme
- compression algorithm
- neural model
- compression ratio
- nonlinear dynamic systems
- long short term memory
- image processing
- feedforward neural networks
- artificial neural networks
- cascade correlation
- progressive transmission
- hebbian learning
- gaussian processes
- low bit rate
- long term
- multiresolution
- entropy coding
- expert systems
- machine learning
- data mining