New Efficient Method for Coding Color Images

Authors

Walaa M. Abd-Elhafiez, Mathematical and Computer Science Department, Faculty of Science, Sohag University, 82524, Sohag, Egypt.\\ College of Computer Science and Information Systems, Jazan University, Jazan, KSA.Follow
Essam O. Abdel-Rahman, College of Science and Computer Engineering, Yanbu Branch, Taibah University, Yanbu, KSA.\\ Computer Science Department, Faculty of Computers and Information, Minia University, Minia, Egypt.Follow

Author Country (or Countries)

KSA.

Abstract

In this paper a novel color image compression technique for efficient storage and delivery of data is proposed. The proposed compression technique started by RGB to YCbCr color transformation process. Secondly, the canny edge detection is used to classify the blocks into edge and non-edge block. Each color component Y, Cb, and Cr compressed by discrete cosine transform (DCT) process, quantizing and coding step by step using adaptive arithmetic coding. Our technique is concerned with the compression ratio, bits per pixel and peak signal to noise ratio, and produc better results than JPEG and more recent published schemes (like, CBDCT-CABS and MHC). The provided experimental results illustrate the proposed technique is efficient and feasible in terms of compression ratio, bits per pixel and peak signal to noise ratio.

Digital Object Identifier (DOI)

http://dx.doi.org/10.18576/amis/100138

Recommended Citation

M. Abd-Elhafiez, Walaa and O. Abdel-Rahman, Essam (2016) "New Efficient Method for Coding Color Images," Applied Mathematics & Information Sciences: Vol. 10: Iss. 1, Article 38.
DOI: http://dx.doi.org/10.18576/amis/100138
Available at: https://digitalcommons.aaru.edu.jo/amis/vol10/iss1/38