Title :
Digital compression of echocardiographic images: is it viable?
Author :
Karson, Tom H. ; Chandra, Shalabh ; Morehead, Annitta ; Nissen, Steven E. ; Thomas, James D.
Author_Institution :
Cleveland Clinic Found., OH, USA
Abstract :
The degree of information loss by compression of echocardiographic images utilizing the Joint Photographic Experts Group (JPEG) baseline system was evaluated using objective fidelity criteria. Standard echocardiograms were acquired digitally in real-time and stored on optical disk. 180 still frame images were processed in software using 5 preset quantization tables yielding average compression ratios of 7:1, 10:1, 17:1, 30:1 and 36:1. Objective parameters evaluated include the root mean square error (RMSE), signal-to-noise ratio (SNR), difference image mean and maximal pixel value shift. The mean pixel values and standard deviations of all images over all levels of compression were very similar. Even for ratios as high as 35:1, no significant bias was introduced in the pixel intensity values. Average RMSE ranged from 1.27 to 7.89 while average SNR ranged from 38.81 to 22.93. The data shows that JPEG compression at high ratios does not significantly alter objective image content and is a potential solution for reducing digital storage requirements
Keywords :
data compression; echocardiography; medical image processing; Joint Photographic Experts Group baseline system; compression ratios; difference image mean; digital storage requirements reduction; echocardiographic images digital compression; image standard deviations; maximal pixel value shift; mean pixel values; medical diagnostic images; optical disk storage; preset quantization tables; root mean square error; signal-to-noise ratio; still frame images; Digital images; Image coding; Image converters; Image quality; Image storage; Optical noise; Pixel; Quantization; Signal to noise ratio; Transform coding;
Conference_Titel :
Computers in Cardiology 1993, Proceedings.
Conference_Location :
London
Print_ISBN :
0-8186-5470-8
DOI :
10.1109/CIC.1993.378356