Selected Publications in Security:

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High Performance Computing for Tomography

  1. pdf, Xiao Wang, Amit Sabne, Putt Sakdhnagool, Sherman J. Kisner, Charles A. Bouman, and Samuel P. Midkiff, ``Massively Parallel 3D Image Reconstruction,'' 2017 Supercomputing Conference (SC17), ACM, November 13-16, 2017. (Selected as one of three finalists for 2017 ACM Gordon Bell Prize.)

  2. pdf, Amit Sabne, Xiao Wang, Sherman Kisner, Charles Bouman, Anand Raghunathan, and Samuel Midkiff, ``Model-based Iterative CT Image Reconstruction on GPUs, {\em 21st ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming (PPoPP '167),} February 4-8, 2017.

  3. pdf, Xiao Wang, K. Aditya Mohan, Sherman J. Kisner, Charles Bouman, and Samuel Midkiff, ``Fast voxel line update for time-space image reconstruction,'' in the proceedings of the {\em IEEE International Conference on Acoustics Speech and Signal Processing,} pp. 1209-1213, March 20-25, 2016.

  4. pdf, Xiao Wang, Amit Sabne, Sherman Kisner, Anand Raghunathan, Charles Bouman, and Samuel Midkiff, ``High Performance Model Based Image Reconstruction,'' {\em 21st ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming (PPoPP '16),} March 12-16, 2016.

Security CT scanners

  1. pdf; SPIE paper; Venkatesh Sridhar, Sherman J. Kisner, Sondre Skatter, and Charles A. Bouman, ``Model-Based Reconstruction for X-ray Diffraction Imaging,'' in the {\em Proc. SPIE}, vol. 9847, pp. 98470K-98470K-11, April 17, 2016.

  2. pdf Pengchong Jin, Dong Hye Ye and Charles A. Bouman, ``Joint Metal Artifact Reduction and Segmentation of CT Images using Dictionary-Based Image Prior and Continuous-Relaxed Potts Model,'' in the proceedings of the {\em IEEE International Conference on Image Processing}, Sept. 2015. (ICIP 2015, ``Best Paper Award (2nd place)'']

  3. pdf Pengchong Jin, Charles A. Bouman, and Ken D. Sauer, ``A Model-Based Image Reconstruction Algorithm with Simultaneous Beam Hardening Correction for X-Ray CT,'' {\em IEEE Transactions on Computational Imaging}, vol. 1, no. 3, pp. 200-216, September 2015.

  4. paper Pengchong Jin, Charles A. Bouman, and Ken D. Sauer, ``A Method for Simultaneous Image Reconstruction and Beam Hardening Correction,'' {\em IEEE Medical Imaging Conference,} Seoul Korea, Oct. 27- Nov. 2, 2013.

  5. pdf Sherman J. Kisner, Pengchnog Jin, Charles A. Bouman, Ken Sauer, Walter Garms, Todd Gable, Seungseok Oh, Matthew Merzbacher, and Sondre Skatter, ``Innovative Data Weighting for Iterative Reconstruction in Helical CT Security Baggage Scanner,'' {\em 47th IEEE International Carnahan Conference on Security Technology,} Medellin-Colombia, October 8-11, 2013

  6. pdf P. Jin, E. Haneda, and C. A. Bouman, ``Implicit Gibbs Prior Models for Tomographic Reconstruction,'' in Proc. 46th IEEE Asilomar Conf. on Signals, Systems, and Computers", Pacific Grove, CA, pp. 613-616, November 4-7, 2012.

  7. pdf Sherman J. Kisner, Eri Haneda, Charles A. Bouman, Sondre Skatter, Mikhail Kourinny, Simon Bedford, ``Model-Based CT Reconstruction from Sparse Views,'' the proceedings of the {\em Second International Conference on Image Formation in X-Ray Computed Tomography}, pp. 444-447, Salt Lake City, Utah, June 24-27, 2012.

  8. pdf P. Jin, E. Haneda, K. Sauer, and C. A. Bouman, ``A Model-Based 3D Multislice Helical CT Reconstruction Algorithm for Transportation Security Application,'' in the proceedings of the {\em Second International Conference on Image Formation in X-Ray Computed Tomography,} Salt Lake City, Utah, June 24-27, 2012.

  9. pdf, viewgraphs S. J. Kisner, E. Haneda, C. A. Bouman, S. Skatter, M. Kourinny, and S. Bedford, ``Limited View Angle CT Reconstruction,'' {\em Proceedings of SPIE-IS\&T Electronic Imaging -Computational Imaging X,} vol. 8296, January 23-24, 2012.