Tiny Generative Image Compression for Bandwidth-Constrained Sensor Applications.
Nikolai KörberAndreas SiebertSascha HaukeDaniel Mueller-GritschnederPublished in: ICMLA (2021)
Keyphrases
- image compression
- vector quantization
- sensor data
- wavelet transform
- low bit rate
- generative model
- image processing
- discrete cosine transform
- sensor networks
- reconstructed image
- compression algorithm
- multi sensor
- compression ratio
- compression scheme
- bandwidth allocation
- image transmission
- transform coding
- real time
- data driven
- multiscale
- subband
- probabilistic model
- video streaming
- network bandwidth
- arithmetic coding
- unsupervised learning
- image quality