Device Interoperability for Learned Image Compression with Weights and Activations Quantization

Learning-based image compression has improved to a level where it can outperform traditional image codecs such as HEVC and VVC in terms of coding performance. In addition to good compression performance, device interoperability is essential for a compression codec to be deployed, i.e., encoding and...

Full description

Bibliographic Details

Published in:	Picture Coding Symposium pp. 151 - 155
Main Authors:	Koyuncu, Esin, Solovyev, Timofey, Alshina, Elena, Kaup, Andre
Format:	Conference Proceeding
Language:	English
Published:	IEEE 07.12.2022
Subjects:	Codecs Decoding device interoperability Entropy Image coding Interoperability learning-based image compression neural network quantization Performance evaluation Quantization (signal)
ISSN:	2472-7822
Online Access:	Get full text
Tags:	Add Tag No Tags, Be the first to tag this record!