Adaptive Context Modeling for Arithmetic Coding Using Perceptrons

Arithmetic coding is used in most media compression methods. Context modeling is usually done through frequency counting and look-up tables (LUTs). For long-memory signals, probability modeling with large context sizes is often infeasible. Recently, neural networks have been used to model probabilit...

Full description

Saved in:

Bibliographic Details
Published in:	IEEE signal processing letters Vol. 29; pp. 1 - 5
Main Authors:	Lopes, Lucas S., Chou, Philip A., de Queiroz, Ricardo L.
Format:	Journal Article
Language:	English
Published:	New York IEEE 2022 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects:	Adaptation models Adaptive perceptrons Arithmetic coding Coders Codes Context Context modeling Encoding Image coding Lookup tables Modelling Recurrent neural networks Statistical tests Symbols Table lookup Training
ISSN:	1070-9908, 1558-2361
Online Access:	Get full text
Tags:	Add Tag No Tags, Be the first to tag this record!

Be the first to leave a comment!