PUBLICATIONS AND PRESENTATIONS

PhD Thesis

S. J. Reeves, A cross-validation approach to image restoration and blur identification. PhD thesis, Georgia Institute of Technology, 1990.

Textbooks

Introduction to Engineering Design, Book 7: Projects, Skills and LEGO Challenges. J. W. Dally and S. J. Reeves, College House Enterprises, Knoxville, TN, 2001.

Beginning MATLAB for Engineers, S. J. Reeves, College House Enterprises, LLC, 2001, 20 pp.

Book Chapters

S. J. Reeves, The Digital Signal Processing Handbook, ch. A Survey of Image Processing Software and Image Databases, pp. 58--1--58--7. CRC Press, 1998.

S. J. Reeves and R. M. Mersereau, "Optimal estimation of the regularization parameter and stabilizing functional for regularized image restoration," Selected Papers on Digital Image Restoration, ed. M. I. Sezan, SPIE Milestone Series Vol. MS47, pp. 292-300. (Reprint of May 1990 Optical Engineering paper listed below.)

Journal Publications

R. Pan and S. J. Reeves, "Efficient Huber-Markov Edge-Preserving Image Restoration," IEEE Transactions on Image Processing, vol. 15, no. 12, , pp. 3728-3735, Dec. 2006.

Y. Gao, S. M. Strakowski, S. J. Reeves, H. P. Hetherington, W. Chu and J. Lee, "Fast spectroscopic imaging using online optimal sparse k-space acquisition and projections onto convex sets reconstruction.," Magn Reson Med, vol. 55, no. 6, , pp. 1265-1271, Jun 2006.

S. J. Reeves, "Fast image restoration without boundary artifacts," IEEE Transactions on Image Processing, vol. 14, no. 10, pp. 1448-1453, October 2005.

T. S. Denney and S. J. Reeves, "Bayesian image reconstruction from Fourier-domain samples using prior edge information," Journal of Electronic Imaging, vol. 14, no. 4, pp. 1-11, December 2005.

T. D. Nguyen, S. J. Reeves, and T. S. Denney, ``On the optimality of magnetic resonance tag patterns for heart wall motion estimation,'' IEEE Transactions on Image Processing, vol. 12, pp. 524-532, May 2003.

Y. Gao and S. J. Reeves, "Optimal dithering of focal plane arrays in passive millimeter-wave imaging," Optical Engineering, vol. 40, no. 10, pp. 2179--2187, October 2001.

Y. Gao and S. J. Reeves, "Fast k-space sample selection in MRSI with a limited region of support," IEEE Transactions on Medical Imaging, vol. 20, pp. 868-876, September 2001.

Y. Gao and S. J. Reeves, "Optimal k-space sampling in MRSI for images with a limited region of support," IEEE Transactions on Medical Imaging, vol. 19, pp. 1168-1178, December 2000.

Y. Gao and S. J. Reeves, "Efficient backward selection of k-space samples in MRI on a hexagonal grid," Circuits, Systems, and Signal Processing, vol. 19, no. 4, pp. 267--278, 2000.

T. Bakir and S. J. Reeves, "A filter design method for minimizing blur in a region of interest in low-resolution MRI images," IEEE Transactions on Medical Imaging, vol. 19, pp. 585--600, June 2000.

S. J. Reeves, "An efficient implementation of the backward greedy algorithm for sparse signal reconstruction," IEEE Signal Processing Letters, vol. 6, pp. 266--268, October 1999.

S. J. Reeves and Z. Zhao, "Sequential algorithms for observation selection," IEEE Transactions on Signal Processing, vol. 47, pp. 123--132, January 1999.

S. J. Reeves, "Imaging a class of non-Gaussian fields beyond the diffraction limit," Journal of the Optical Society of America A, vol. 16, pp. 264--275, February 1999.

S. J. Reeves, "Generalized cross-validation as a stopping rule for the Richardson-Lucy algorithm," International Journal of Imaging Systems and Technology, vol. 6, pp. 387--391, Winter 1995.

S. J. Reeves, "Selection of k-space samples in localized spectroscopy of arbitrary volumes of interest," Journal of Magnetic Resonance Imaging, vol. 5, pp. 245--247, March/April 1995.

S. J. Reeves and L. P. Heck, "Selection of observations in signal reconstruction," IEEE Transactions on Signal Processing, vol. 43, pp. 788--791, March 1995.

S. J. Reeves, "On the selection of median structure for image filtering," IEEE Transactions on Circuits and Systems II: Analog and Digital Signal Processing, vol. 42, pp. 556--558, August 1995.

S. J. Reeves and A. C. Higdon, "Perceptual evaluation of the mean-square error choice of regularization parameter," IEEE Transactions on Image Processing, vol. 4, pp. 107--110, January 1995.

K. M. Perry and S. J. Reeves, "A practical stopping rule for iterative signal restoration," IEEE Transactions on Signal Processing, vol. 42, pp. 1829--1833, July 1994.

S. J. Reeves and S. L. Eddins, "Comments on `Iterative procedures for reduction of blocking effects in transform image coding'," IEEE Transactions on Circuits and Systems for Video Technology, vol. 3, pp. 439--440, December 1993.

S. J. Reeves, "A cross-validation framework for solving image restoration problems," Journal of Visual Communication and Image Representation, vol. 3, pp. 433--445, December 1992.

S. J. Reeves and R. M. Mersereau, "Blur identification by the method of generalized cross-validation," IEEE Transactions on Image Processing, vol. 1, pp. 301--311, July 1992.

S. J. Reeves, "Optimal space-varying regularization in iterative image restoration," IEEE Transactions on Image Processing, vol. 3, pp. 319--324, May 1994.

S. J. Reeves and R. M. Mersereau, "Automatic assessment of constraint sets in image restoration," IEEE Transactions on Image Processing, vol. 1, pp. 119--123, January 1992.

S. J. Reeves and R. M. Mersereau, "Optimal estimation of the regularization parameter and stabilizing functional for regularized image restoration," Optical Engineering, vol. 29, pp. 446--454, May 1990.

Conference Papers

R. Pan and S. J. Reeves, ``Fast restoration and superresolution with edge-preserving regularization,'' in SPIE Vol. 4719 -- Infrared and Passive Millimeter-Wave Imaging Systems: Design, Analysis, Modeling, and Testing (R. Appleby, ed.), (Orlando, FL), pp. 93-99, SPIE - Int. Soc. Opt. Eng. (US), April 2003.

S. J. Reeves, ``Fast and direct image restoration with edge-preserving regularization,'' in 2002 IEEE DSP Workshop, (Pine Mtn, GA), October 2002.

S. J. Reeves and Y. Gao, ``Reduced k-space sampling for MR images with a limited region of support,'' in IEEE International Symposium on Biomedical Imaging, pp. 733-736, July 2002.

S. J. Reeves, ``Fast restoration of PMMW imagery without boundary artifacts,'' in SPIE Vol. 4719 -- Infrared and Passive Millimeter-Wave Imaging Systems: Design, Analysis, Modeling, and Testing (R. Appleby, G. C. Holst, and D. A. Wikner, eds.), (Orlando, FL), pp. 289-295, SPIE - Int. Soc. Opt. Eng. (US), April 2002.

S. J. Reeves, ``Fast algorithm for solving block banded Toeplitz systems with banded Toeplitz blocks,'' in Proceedings of the 2001 IEEE International Conference on Acoustics, Speech, and Signal Processing, vol. 3, pp. 3325-3328, May 2002.

Y. Gao and S. J. Reeves, "Sequential forward sample selection in array-based image formation," in Proceedings of the 2001 IEEE International Conference on Acoustics, Speech, and Signal Processing, vol. 3, pp. 1913-1916.

Y. Gao and S. J. Reeves, "Optimal sampling in array-based image formation," in Proceedings of the 2000 IEEE International Conference on Image Processing, September 2000.

Y. Gao and S. J. Reeves, "Optimal dithering of focal plane arrays in passive millimeter-wave imaging," in SPIE Vol. 4032 --- Passive Millimeter-Wave Imaging Technology IV (R. M. Smith and R. Appleby, eds.), (Orlando, FL), pp. 239--248, SPIE - Int. Soc. Opt. Eng. (US), April 2000.

Y. Gao and S. J. Reeves, "Efficient forward selection of k-space samples for images with a limited region of support," in BMES-EMBS Conference, 1999.

Y. Gao and S. J. Reeves, "An efficient computation for sequential forward observation selection in image reconstruction," in Proceedings of the 1998 IEEE International Conference on Image Processing, vol. III, 1998.

T. D. Nguyen, S. J. Reeves, and T. S. Denney, "New magnetic resonance tagging technique for directly measuring the strain tensor of the in vivo human heart," in Proceedings of the 1998 IEEE International Conference on Image Processing, vol. I, 1998.

T. D. Nguyen, S. J. Reeves, and T. S. Denney, "Optimal pulse shape for estimating positions of superimposed pulses," in Proceedings of the 1998 IEEE International Conference on Acoustics, Speech, and Signal Processing, vol. 4, pp. 2413--2416, 1998.

S. J. Reeves, "An improved sequential backward selection algorithm for large-scale observation selection problems," in Proceedings of the 1998 IEEE International Conference on Acoustics, Speech, and Signal Processing, vol. 3, pp. 1657--1660, 1998.

T. D. Nguyen, S. J. Reeves, and T. S. Denney, "Optimal pulse shape for estimating positions of superimposed pulses," IEEE Transactions on Signal Processing, vol. 47, pp. 210--212, January 1999.

S. J. Reeves, "An analysis of the difficulties and possibilities for superresolution," in SPIE Vol. 3064 --- Passive Millimeter-Wave Imaging Technology (R. M. Smith, ed.), (Orlando, FL), pp. 239--248, SPIE - Int. Soc. Opt. Eng. (US), April 1997.

S. J. Reeves, "Selection of observations in magnetic resonance spectroscopic imaging," in Proceedings of the 1995 IEEE International Conference on Image Processing, vol. I, pp. 641--644, 1995.

S. J. Reeves and Z. Zhao, "New results on observation selection in signal reconstruction," in Proceedings of the 1996 IEEE International Conference on Acoustics, Speech, and Signal Processing, vol. III, pp. 1676--1679, 1996.

K. M. Perry and S. J. Reeves, "Generalized cross-validation as a stopping rule for the Richardson-Lucy algorithm," in The Restoration of HST Images and Spectra II (R. J. Hanisch and R. L. White, eds.), pp. 97--103, Space Telescope Science Institute, 1994.

S. J. Reeves, "Superresolution of passive millimeter-wave imaging." Final Report: Summer Faculty Research Program, AFOSR, 1994.

S. J. Reeves, "Selection of k-space samples in spectroscopic imaging," in First Meeting of the Society of Magnetic Resonance, Abstract No. 148, 1994.

S. J. Reeves and K. M. Perry, "A stopping rule for iterative image restoration with constraints," in Proceedings of the 1993 International Symposium on Circuits and Systems, pp. 411--414.

R. H. Bamberger, S. L. Eddins, and S. J. Reeves, "An instructional image database package for image processing," in Proceedings of the 1993 IEEE International Conference on Acoustics, Speech, and Signal Processing, vol. I, pp. 16--19.

K. M. Perry and S. J. Reeves, "A practical stopping rule for iterative signal restoration," in Proceedings of the 1993 IEEE International Conference on Acoustics, Speech, and Signal Processing, vol. III, pp. 440--443.

S. J. Reeves and L. P. Heck, "Selection of observations in signal reconstruction," in Proceedings of the 1993 IEEE International Conference on Acoustics, Speech, and Signal Processing, vol. III, pp. 444--447.

S. J. Reeves, "Optimal regularized image restoration with constraints," in Proceedings of the 1992 IEEE International Conference on Acoustics, Speech, and Signal Processing, pp. 301--304.

S. J. Reeves and K. M. Perry, "A practical stopping rule for iterative image restoration," in SPIE Vol. 1657 --- Image Processing Algorithms and Techniques III, pp. 192--200, 1992.

S. J. Reeves, "Assessing the validity of constraint sets in image restoration," in Proceedings of the 1991 IEEE International Conference on Acoustics, Speech, and Signal Processing, pp. 2929--2932.

S. J. Reeves and R. M. Mersereau, "Optimal regularization parameter estimation for image restoration," in SPIE Vol. 1452 --- Image Processing Algorithms and Techniques II, pp. 127--138, 1991.

S. J. Reeves and R. M. Mersereau, "Optimal constraint parameter estimation for constrained image restoration," in Visual Communications and Image Processing, pp. 1372--1380, SPIE, 1990.

S. J. Reeves and R. M. Mersereau, "Identification of image blur parameters by the method of generalized cross-validation," in Proceedings of the 1990 International Symposium on Circuits and Systems, pp. 223--226.

S. J. Reeves and R. M. Mersereau, "Regularization parameter estimation for iterative image deblurring in a weighted Hilbert space," in Proceedings of the 1990 IEEE International Conference on Acoustics, Speech, and Signal Processing, pp. 1885--1888.