Difference between revisions of "SRAD"

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Discussion of SRAD in the context of Heart Wall application is available here: L.G. Szafaryn, K. Skadron and J. Saucerman. "Experiences Accelerating MATLAB Systems Biology Applications." in Workshop on Biomedicine in Computing (BiC) at International Symposium on Computer Architecture (ISCA), June 2009. http://www.cs.virginia.edu/~lgs9a/publications/isca_bic_09.pdf
 
Discussion of SRAD in the context of Heart Wall application is available here: L.G. Szafaryn, K. Skadron and J. Saucerman. "Experiences Accelerating MATLAB Systems Biology Applications." in Workshop on Biomedicine in Computing (BiC) at International Symposium on Computer Architecture (ISCA), June 2009. http://www.cs.virginia.edu/~lgs9a/publications/isca_bic_09.pdf
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OpenMP Version:<br>
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Code ([http://www.cs.virginia.edu/~lgs9a/rodinia/heart_wall/srad/hw_srad_openmp_code.tar.gz tar.gz])<br>
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Input ([http://www.cs.virginia.edu/~lgs9a/rodinia/heart_wall/srad/hw_srad_openmp_input.tar.gz tar.gz])<br>
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CUDA Version:<br>
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Code ([http://www.cs.virginia.edu/~lgs9a/rodinia/heart_wall/srad/hw_srad_cuda_code.tar.gz tar.gz])<br>
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Input ([http://www.cs.virginia.edu/~lgs9a/rodinia/heart_wall/srad/hw_srad_cuda_input.tar.gz tar.gz])<br>

Revision as of 17:56, 4 April 2011

SRAD (Speckle Reducing Anisotropic Diffusion) is a diffusion method for ultrasonic and radar imaging applications based on partial differential equations (PDEs). It is used to remove locally correlated noise, known as speckles, without destroying important image features.

Our CUDA Implementation is based on the Matlab code provided by Prof. Scott Acton's group in the U.Va Department of Electrical Engineering. The typical inputs to the program are the ultrasound images with each point representing a pixel in the image. Currently the computation grid in our released CUDA version is filled with random float numbers. The details of the algorithm is provided in the article:

Y. Yu, S. Acton, Speckle reducing anisotropic diffusion, IEEE Transactions on Image Processing 11(11)(2002) 1260-1270 pdf

Discussion of SRAD in the context of Heart Wall application is available here: L.G. Szafaryn, K. Skadron and J. Saucerman. "Experiences Accelerating MATLAB Systems Biology Applications." in Workshop on Biomedicine in Computing (BiC) at International Symposium on Computer Architecture (ISCA), June 2009. http://www.cs.virginia.edu/~lgs9a/publications/isca_bic_09.pdf

OpenMP Version:
Code (tar.gz)
Input (tar.gz)

CUDA Version:
Code (tar.gz)
Input (tar.gz)