Medical Image Compression
A Preliminary Investigation

A number of DICOM format medical images were compressed using QuikCAT proprietary image compression techniques.  The images were then decompressed and the image quality was compared to the original image for a number of compression ratios.

The compression technique used was one that was optimized for general purpose color web images.  It is likely that better performance could be obtained with a method tuned for gray-scale medical images.

The compression ratios that could be obtained depends strongly upon the image information content.  For example the image "mrbrain" had low dynamic range, so it could be compressed more than the other images for a given quality.

QuikCAT compression technology is capable of performing lossless compression of images so that the reconstructed images are absolutely identical to the original images.  Compression ratios of around two can be achieved for a full dynamic range image.

To get better compression ratios, some level of loss must be tolerated.  The higher the permitted loss, the higher is the degree of compression.  Generally compression ratios in the range 10 to 20 are possible with no loss of real image features.  At extreme compression ratios there is some loss of contrast and an increase in image noise.

The images shown below are typical of the results that were found.  They show a small portion of the image "colon-1" at various compression ratios:


Complete results for all the images may be found at the following links:
 

Original Comp1 Comp2 Comp3 Comp4 Comp5 Comp6

Sub-Image Comparison

calcan-1

5.26 9.59 15.08 22.39 30.21 35.04 Group
colon-1 3.55 6.49 9.88 15.16 20.87 25.40 Group
img1 2.18 3.51 4.47 5.88 7.25 8.50 Group
intest1 4.10 7.49 10.21 13.48 16.41 18.36 Group
kidney1 4.41 8.21 12.35 16.52 20.33 22.58 Group
mrbrain 9.35 14.66 29.94 39.88 48.61 50.15 Group
myelog1 3.58 6.39 9.74 14.61 20.34 25.83 Group
Ur1-no-sharpshot 4.85 9.39 11.75 16.49 20.17 22.47 Group
Ur2-1 5.87 12.75 15.20 21.02 25.88 28.76 Group



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