K. Idrees, A., A. ALI, S., H. Obead, E. (2012). Image Compression using Genetic Algorithm. Alustath, 20(2), 487-502.
Ali K. Idrees; Suhad A. ALI; Esrra H. Obead. "Image Compression using Genetic Algorithm". Alustath, 20, 2, 2012, 487-502.
K. Idrees, A., A. ALI, S., H. Obead, E. (2012). 'Image Compression using Genetic Algorithm', Alustath, 20(2), pp. 487-502.
K. Idrees, A., A. ALI, S., H. Obead, E. Image Compression using Genetic Algorithm. Alustath, 2012; 20(2): 487-502.

Image Compression using Genetic Algorithm

Journal of University of Babylon
Article 1, Volume 20, Issue 2, June 2012, Pages 487-502
Authors
Ali K. Idrees; Suhad A. ALI; Esrra H. Obead
Abstract
In this paper, A steady – state Genetic Algorithm (SSGA) based two phase image quantization algorithm for image compression is proposed. The aim of the first phase is create the initial codebook that used to categorize the image blocks by a according to some distortion measures, while the SSGA will produce the best representative Block that represents the all blocks in each unit within the codebook in the second phase. The simulation results explain that the proposed SSGA exhibits a good compression ratio with high quality reconstructed image.
Keywords
Image Compression; vector quantization; Genetic algorithms
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