Mammogram followup
Posted by Mark Nelson on 20th December 2005 | Permanent Link
Earlier today I posted a link to an article describing interesting results from compression on mammograms. I mentioned that the press release from Purdue didn’t go into any details on the compression method, so I went straight to the author. In response to my email, Bradley Lucier had this to say:
It’s wavelet compression with scalar quantization with the quantization levels tweaked to try keep what information I understood the radiologists needed for diagnosis. I used fifth-order biorthogonal wavelets with piecewise constant duals (see page 272 of Daubechies’s “Ten Lectures on Wavelets”) and a quantization goal to minimize the error in $L_2$, see the paper “Image Compression through Wavelet Transform Coding” on my website.
In case you’re interested, you can find a link to a PDF version of the paper here.
Thanks for the quick response, Brad!