Title :
Image compression: Comparative analysis of basic algorithms
Author :
Sulema, Yevgeniya ; Kahou, Samira Ebrahimi
Author_Institution :
Kyiv Polytech. Inst., Nat. Tech. Univ. of Ukraine, Kiev, Ukraine
Abstract :
The basic algorithms for both lossless and lossy compression of images are discussed in the paper. The criteria of the contrastive analysis of compression algorithms are chosen. The classes of images are discussed. The results of algorithms realization and testing in MATLAB environment are shown in the diagrams and discussed. The recommendations on future improvement of image compression algorithms are formulated in this paper.
Keywords :
data compression; image coding; mathematics computing; MATLAB; algorithm contrastive analysis; image compression algorithm; Algorithm design and analysis; Classification algorithms; Correlation; Fractals; Heuristic algorithms; Image coding; Transform coding;
Conference_Titel :
Design & Test Symposium (EWDTS), 2010 East-West
Conference_Location :
St. Petersburg
Print_ISBN :
978-1-4244-9555-9
DOI :
10.1109/EWDTS.2010.5742106
