Efficient image compression by coding of low-entropy sources

被引:0
作者
Bakulina M.P. [1 ]
机构
[1] Institute of Computational Mathematics and Mathematical Geophysics, Siberian Branch, Russian Academy of Sciences, Novosibirsk 630090
关键词
image compression; low-entropy source; redundancy;
D O I
10.3103/S8756699011010079
中图分类号
学科分类号
摘要
We consider one of the important problems of information theory-the compression of data, in particular images, without loss of quality. An efficient image compression algorithm based on two-step coding. A comparison of experimental results of this algorithm and the JPEG-LS halftone image compression standard confirms the efficiency of the proposed method. © 2011 Allerton Press, Inc.
引用
收藏
页码:47 / 52
页数:5
相关论文
共 50 条
[31]   Subband coding and image compression using CNN [J].
Moreira-Tamayo, O ;
De Gyvez, JP .
INTERNATIONAL JOURNAL OF CIRCUIT THEORY AND APPLICATIONS, 1999, 27 (01) :135-151
[32]   Learning based coding for medical image compression [J].
Saudagar A.K.J. .
Saudagar, Abdul Khader Jilani, 1600, Science and Information Organization (11) :111-117
[33]   IMAGE COMPRESSION THROUGH WAVELET TRANSFORM CODING [J].
DEVORE, RA ;
JAWERTH, B ;
LUCIER, BJ .
IEEE TRANSACTIONS ON INFORMATION THEORY, 1992, 38 (02) :719-746
[34]   Contextual bitplane coding for DWT image compression [J].
NguyenPhi, K ;
Weinrichter, H .
STORAGE AND RETRIEVAL FOR IMAGE AND VIDEO DATABASES V, 1997, 3022 :212-217
[35]   Learning based Coding for Medical Image Compression [J].
Saudagar, Abdul Khader Jilani .
INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS, 2020, 11 (06) :111-117
[36]   Low-complexity low-memory energy-efficient image coding for wireless image sensor networks [J].
Suseela, G. ;
Phamila, Y. Asnath Victy .
IMAGING SCIENCE JOURNAL, 2018, 66 (02) :125-132
[38]   Image Compression Using Shannon Entropy-Based Image Thresholding [J].
Chiranjeevi, Karri ;
Jena, Uma Ranjan ;
Harika, Asha .
COMPUTATIONAL INTELLIGENCE IN DATA MINING, CIDM 2016, 2017, 556 :101-110
[39]   IMAGE-DEPENDENT LOCAL ENTROPY MODELS FOR LEARNED IMAGE COMPRESSION [J].
Minnen, David ;
Toderici, George ;
Singh, Saurabh ;
Hwang, Sung Jin ;
Covell, Michele .
2018 25TH IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP), 2018, :430-434
[40]   Probabilistic Decision Logic based Image Coding for Biomedical Image Compression [J].
Saudagar, Abdul Khader Jilani .
INTERNATIONAL JOURNAL OF COMPUTER SCIENCE AND NETWORK SECURITY, 2020, 20 (07) :61-69