GitHub

PrarthanaSabari/Hybrid-Compression-Using-Arithmetic-Coding-and-Recurrent-Neural-Network

This project presents a hybrid lossless compression system that combines an LSTM-based Recurrent Neural Network (RNN) with Arithmetic Coding. Traditional algorithms like Shannon–Fano use static ...
IEEE

Arithmetic Coding Based on Reflected Binary Codes

Abstract: Arithmetic coding is a lossless data compression technology on a sequence of symbols in independent and identically distributed (i.i.d.) distributions. In this paper, we pointed out that the ...
GitHub

Arithmetic-coding-and-decoding

Arithmetic coding and decoding.Block coding.MATLAB Given the probability distribution of source symbols (26 English letters and space), based on matlab, arithmetic coding and decoding of messages in ...
Scientific Research Publishing

I. H. Witten, R. M. Neal and J. G. Cleary, “Arithmetic Coding for Data Compression,” Communications of the ACM, Vol. 30, No. 6, 1987, pp. 520-540.

ABSTRACT: This paper presents a new method of lossless image compression. An image is characterized by homogeneous parts. The bit planes, which are of high weight are characterized by sequences of 0 ...
Scientific Research Publishing

A New Method Which Combines Arithmetic Coding with RLE for Lossless Image Compression ()

This paper presents a new method of lossless image compression. An image is characterized by homogeneous parts. The bit planes, which are of high weight are characterized by sequences of 0 and 1 are ...
Europe PMC

Deep Lossless Compression Algorithm Based on Arithmetic Coding for Power Data.

Classical lossless compression algorithm highly relies on artificially designed encoding and quantification strategies for general purposes. With the rapid development of deep learning, data-driven ...