Title :
A new multiresolution predictive scheme for lossless compression of medical images
Author :
Das, M.K. ; Li, C.C. ; Burgett, S.R.
Author_Institution :
Dept. of Electr. Eng., Oakland Univ., Rochester, MI, USA
Abstract :
This paper introduces a new multiresolution predictive scheme for lossless compression of medical images. The proposed scheme consists of three successive steps: namely, multiresolution decomposition, hierarchical interpolation and predictive coding using two-dimensional multiplicative autoregressive models. The performance of the proposed technique is compared with three alternative techniques: namely, difference pyramid (DP), reduced difference pyramid (RDP) and hierarchical interpolation (HINT) method. The experimental results indicate that the proposed scheme achieves significantly higher compression compared to the other techniques considered
Keywords :
data compression; image coding; medical image processing; difference pyramid; hierarchical interpolation; lossless compression; medical images; multiresolution decomposition; multiresolution predictive scheme; performance; predictive coding; reduced difference pyramid; two-dimensional multiplicative autoregressive models; Biomedical engineering; Biomedical imaging; Data compression; Decorrelation; Engineering management; Image coding; Image resolution; Interpolation; Predictive coding; Predictive models;
Conference_Titel :
Computer-Based Medical Systems, 1993. Proceedings of Sixth Annual IEEE Symposium on
Conference_Location :
Ann Arbor, MI
Print_ISBN :
0-8186-3752-8
DOI :
10.1109/CBMS.1993.262994
