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New Denoising/Smoothing Algorithm for Astronomical Images   Message List  
Reply | Forward Message #177 of 348 |
Recently, a new algorithm based on anisotropic PDE's has been
released. The algorithm is written in C++ and is open source. You can
find the program, GREYCstoration, at
http://www.greyc.ensicaen.fr/~dtschump/greycstoration/ .

The algorithm does quite well with denoising images while keeping the
structure of an object intact. The results are comparable to wavelet
smoothing processes that are found in other applications like MATLAB.

In addition, the program utilizes the algorithm to process a function
called 'inpainting' to erase observational artifacts. This can
significantly ease the process of cleaning up an image.

The third function of the GREYCstoration program is resizing. The
program appears to resize images comparable and sometimes better than
cubic functions. For examples of its abilities visit
http://www.greyc.ensicaen.fr/~dtschump/greycstoration/demonstration.html
. If you would like to see some astronomy examples visit
http://hea-www.harvard.edu/~ascpub/greyc/ . All the images have the
originals placed on the left hand side and the processed images on the
right.

We'd like to start some discussion on this, send any feedback, or
ideas on this algorithm.


~Eli




--------------------- Chandra X-ray Center ----------------------
Eli Bressert, Science Imager
http://chandra.harvard.edu

Harvard-Smithsonian Center for Astrophysics
60 Garden St. MS-67, Cambridge, MA 02138
-------------------------------------------------------------------




Fri Mar 16, 2007 4:20 am

ebressert
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Message #177 of 348 |
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Recently, a new algorithm based on anisotropic PDE's has been released. The algorithm is written in C++ and is open source. You can find the program,...
ebressert
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Mar 16, 2007
4:21 am

Could this algorithm also be applied to 3D data? It might possibly be useful to apply it to three-dimensional data from numerical simulations that got some...
Werner Benger
werner@...
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Mar 16, 2007
4:51 am

According to the C++ library that GREYCstoration is based on it can support up to 4-D data. The C++ library is called CImg and you can read more about it at...
ebressert
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Mar 16, 2007
4:14 pm

Eli, Wow, that's a pretty intriguing algorithm, and the results with Chandra data are really impressive! Thanks for the heads-up! I'm itching to try it on some...
Robert Hurt
rhurt_spitzer
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Mar 21, 2007
1:12 am

Hi Robert, After talking to some more people about the GREYCstoration algorithm, the installation procedure has been concluded to be a rather tedious and ...
ebressert
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Mar 26, 2007
3:39 pm
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