Exploring Structural Sparsity in Neural Image Compression.
Shanzhi YinChao LiFanyang MengWen TanYouneng BaoYongsheng LiangWei LiuPublished in: ICIP (2022)
Keyphrases
- image compression
- vector quantization
- network architecture
- wavelet transform
- neural network
- discrete cosine transform
- compression scheme
- compression ratio
- subband
- structural information
- compression algorithm
- image processing
- low bit rate
- reconstructed image
- bio inspired
- image transmission
- high dimensional
- lossless compression
- sparse representation
- multiscale
- compressed images
- coding scheme
- dimensionality reduction
- structural analysis
- transform coding
- progressive transmission
- neural fuzzy
- compression standards
- nonlinear predictive control