Credits

SVMBIR Development Team

The SVMBIR Development Team is listed below in alphabetical order:

Thilo Balke, Charles A. Bouman, Gregery T. Buzzard, Maliha Hossain, Sherman Jordan Kisner, Wenrui Li, Soumendu Majee, Samuel Midkiff, Amit Sabne, Venkatesh Sridhar, Singanalllur Venkatakrishnan, Xiao Wang, and Brendt Wohlberg.

SVMBIR Sponsors

We would like to thank the following sponsors for their financial support in the development of both this python package and the super-voxel MBIR C-code:

  • The U.S. Department of Homeland Security (DHS) under SBIR Award D15PC00110 awarded to High Performance Imaging LLC.

  • The DHS ALERT Center for Excellence under Grant Award 2013-ST-061-ED0001.

  • The Laboratory Directed Research and Development program of Los Alamos National Laboratory under project number 20200061DR.

  • The National Science Foundation under grant number CCF-1763896.

Citation

Please use the following Bibtex citation when referencing this software.

@Misc {svmbir-2024,
author = {SVMBIR Development Team},
title =     {{S}uper-{V}oxel {M}odel {B}ased {I}terative {R}econstruction ({SVMBIR})},
howpublished = {Software library available from \url{https://github.com/cabouman/svmbir}},
year = 2024
}

References

[A1]

Suhas Sreehari, S Venkat Venkatakrishnan, Brendt Wohlberg, Gregery T Buzzard, Lawrence F Drummy, Jeffrey P Simmons, and Charles A Bouman. Plug-and-play priors for bright field electron tomography and sparse interpolation. IEEE Transactions on Computational Imaging, 2(4):408–423, 2016. doi:10.1109/TCI.2016.2599778.

[A2]

Singanallur V Venkatakrishnan, Charles A Bouman, and Brendt Wohlberg. Plug-and-play priors for model based reconstruction. In 2013 IEEE Global Conference on Signal and Information Processing, 945–948. IEEE, 2013. doi:10.1109/GlobalSIP.2013.6737048.

[A3]

Xiao Wang, Amit Sabne, Sherman Kisner, Anand Raghunathan, Charles Bouman, and Samuel Midkiff. High performance model based image reconstruction. ACM SIGPLAN Notices, 2016. doi:10.1145/2851141.2851163.

[A4]

Xiao Wang, Amit Sabne, Putt Sakdhnagool, Sherman J Kisner, Charles A Bouman, and Samuel P Midkiff. Massively parallel 3d image reconstruction. In Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis, SC '17. 2017. Selected as finalist for 2017 ACM Gordon Bell Prize. doi:10.1145/3126908.3126911.