Digital simulation of system theoretic algorithms applied to image compression

作者: SATYENDRA BHAMA , HARPREET SINGH

DOI: 10.1080/00207729208949372

关键词:

摘要: Image transforms are widely used for a variety of applications in image processing and analysis. In particular, the Karhunen-Loeve (K-L) transform has been extensively data redundancy reductions compression. The objective this research is to investigate use some system theory theory, large number algorithms have appeared reduction. paper, scale reduction considered. K-L technique reviewed. transformation by Davidson Chidambra applied constructing aggregation matrix. procedures suggested paper work better than approach, especially when there repeated eigenvalues. addition, proposed schemes applicable even cases which result complex eigenvalues original image.

参考文章(9)
Michael P. Ekstrom, Digital Image Processing Techniques ,(1984)
G. Nagy, Digital image-processing activities in remote sensing for earth resources Proceedings of the IEEE. ,vol. 60, pp. 1177- 1200 ,(1972) , 10.1109/PROC.1972.8879
S. Vittal Rao, S.S. Lamba, Suboptimal control of linear systems via simplified models of Chidambara Proceedings of the Institution of Electrical Engineers. ,vol. 121, pp. 879- 882 ,(1974) , 10.1049/PIEE.1974.0203
E. Davison, On "A method for simplifying linear dynamic systems" IEEE Transactions on Automatic Control. ,vol. 11, pp. 93- 101 ,(1966) , 10.1109/TAC.1966.1098264
S. Lamba, S. Rao, On suboptimal control via the simplified model of Davison IEEE Transactions on Automatic Control. ,vol. 19, pp. 448- 450 ,(1974) , 10.1109/TAC.1974.1100598
R. R. Clarke, Transform Coding of Images ,(1985)
A.K. Jain, Image data compression: A review Proceedings of the IEEE. ,vol. 69, pp. 349- 389 ,(1981) , 10.1109/PROC.1981.11971
P. Ready, P. Wintz, Information Extraction, SNR Improvement, and Data Compression in Multispectral Imagery IEEE Transactions on Communications. ,vol. 21, pp. 1123- 1131 ,(1973) , 10.1109/TCOM.1973.1091550
Robert M Gray, Lee D Davisson, Hutchinson Dowden, John Wiley, Data Compression ,(1976)