README.md (this file) requirements.txt (list of required Python libraries) model.py (contains the CNN autoencoder model architecture) train.py (script for training the model) test.py (script for ...

Pytorch implementation for image compression and reconstruction via autoencoder. This is an autoencoder with cylic loss and coding parsing loss for image compression and reconstruction. Network ...

Image and video compression methods are the core technologies that enable digital broadcasting, ... the same encoder or decoder architecture can be specialised for different tasks.

In recent years, the layered image compression is demonstrated to be a promising direction, which encodes a compact representation of the input image and apply an up-sampling network to reconstruct ...

Recently, neural image compression (NIC) has made remarkable progress. Two key parts of NIC are the encoder-decoder and the entropy model. For the encoder-decoder, a larger effective receptive field ...

WOODCLIFF LAKE, NJ USA -- June 12 2018 -- Semiconductor intellectual property provider CAST, Inc. has released a JPEG-LS Decoder IP core that—together with the JPEG-LS Encoder already ...

Since then a number of JPEG replacements have come and gone – including JPEG 2000 – but now Google reckons that it can improve JPEG with Jpegli, a new encoder and decoder library that promises ...