PUBLICATIONS AND PRESENTATIONS
PhD Thesis

S. J. Reeves,
A crossvalidation 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. 581587.
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. 292300. (Reprint of May 1990 Optical Engineering paper listed below.)
Journal Publications

R. Pan and S. J. Reeves, "Efficient HuberMarkov EdgePreserving Image Restoration," IEEE Transactions on Image Processing, vol. 15, no. 12, , pp. 37283735, 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 kspace acquisition and projections onto convex sets reconstruction.," Magn Reson Med, vol. 55, no. 6, , pp. 12651271, Jun 2006.

S. J. Reeves, "Fast image restoration without boundary artifacts," IEEE Transactions on Image Processing, vol. 14, no. 10, pp. 14481453, October 2005.

T. S. Denney and S. J. Reeves, "Bayesian image reconstruction from Fourierdomain samples using prior edge information," Journal of Electronic Imaging, vol. 14, no. 4, pp. 111, 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. 524532,
May 2003.

Y. Gao and S. J. Reeves, "Optimal dithering of focal
plane arrays in passive
millimeterwave imaging," Optical Engineering, vol. 40, no. 10, pp. 21792187, October 2001.

Y. Gao and S. J. Reeves, "Fast kspace sample selection
in MRSI with a
limited region of support," IEEE Transactions on Medical
Imaging, vol. 20, pp. 868876, September 2001.

Y. Gao and S. J. Reeves, "Optimal kspace sampling in
MRSI for images with a
limited region of support," IEEE Transactions on Medical
Imaging, vol. 19, pp. 11681178, December 2000.

Y. Gao and S. J. Reeves, "Efficient backward selection of kspace samples in
MRI on a hexagonal grid," Circuits, Systems, and Signal Processing,
vol. 19, no. 4, pp. 267278, 2000.

T. Bakir and S. J. Reeves, "A filter design method for minimizing blur in a
region of interest in lowresolution MRI images," IEEE Transactions
on Medical Imaging, vol. 19, pp. 585600, June 2000.

S. J. Reeves, "An efficient implementation of the backward greedy algorithm
for sparse signal reconstruction," IEEE Signal Processing Letters,
vol. 6, pp. 266268, October 1999.

S. J. Reeves and Z. Zhao, "Sequential algorithms for observation selection,"
IEEE Transactions on Signal Processing, vol. 47, pp. 123132, January
1999.

S. J. Reeves, "Imaging a class of nonGaussian fields beyond the diffraction
limit," Journal of the Optical Society of America A, vol. 16,
pp. 264275, February 1999.

S. J. Reeves, "Generalized crossvalidation as a stopping rule for the
RichardsonLucy algorithm," International Journal of Imaging
Systems and Technology, vol. 6, pp. 387391, Winter 1995.

S. J. Reeves, "Selection of kspace samples in localized spectroscopy of
arbitrary volumes of interest," Journal of Magnetic Resonance Imaging,
vol. 5, pp. 245247, March/April 1995.

S. J. Reeves and L. P. Heck, "Selection of observations in signal
reconstruction," IEEE Transactions on Signal Processing, vol. 43,
pp. 788791, 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. 556558, August 1995.

S. J. Reeves and A. C. Higdon, "Perceptual evaluation of the meansquare error
choice of regularization parameter," IEEE Transactions on Image
Processing, vol. 4, pp. 107110, 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. 18291833, 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. 439440, December 1993.

S. J. Reeves, "A crossvalidation framework for solving image restoration
problems," Journal of Visual Communication and Image Representation,
vol. 3, pp. 433445, December 1992.

S. J. Reeves and R. M. Mersereau, "Blur identification by the method of
generalized crossvalidation," IEEE Transactions on Image Processing,
vol. 1, pp. 301311, July 1992.

S. J. Reeves, "Optimal spacevarying regularization in iterative image
restoration," IEEE Transactions on Image Processing, vol. 3,
pp. 319324, 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. 119123, 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. 446454, May 1990.
Conference Papers

R. Pan and
S. J. Reeves, ``Fast restoration and superresolution with
edgepreserving regularization,'' in SPIE Vol. 4719  Infrared and
Passive MillimeterWave Imaging Systems: Design, Analysis, Modeling,
and Testing (R. Appleby, ed.), (Orlando, FL), pp. 9399,
SPIE  Int. Soc. Opt. Eng. (US), April 2003.

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

S. J. Reeves and
Y. Gao, ``Reduced kspace sampling for MR images with a
limited region of support,'' in IEEE International Symposium on
Biomedical Imaging, pp. 733736, July 2002.

S. J. Reeves, ``Fast
restoration of PMMW imagery without boundary
artifacts,'' in SPIE Vol. 4719  Infrared and Passive
MillimeterWave Imaging Systems: Design, Analysis, Modeling,
and Testing (R. Appleby, G. C. Holst, and
D. A. Wikner, eds.), (Orlando, FL), pp. 289295, 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. 33253328, May 2002.

Y. Gao and S. J. Reeves, "Sequential forward sample
selection in arraybased
image formation," in Proceedings of the 2001 IEEE International
Conference on Acoustics, Speech, and Signal Processing,
vol. 3, pp. 19131916.

Y. Gao and S. J. Reeves, "Optimal sampling in arraybased 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
millimeterwave imaging," in SPIE Vol. 4032  Passive MillimeterWave
Imaging Technology IV (R. M. Smith and R. Appleby, eds.), (Orlando, FL),
pp. 239248, SPIE  Int. Soc. Opt. Eng. (US), April 2000.

Y. Gao and S. J. Reeves, "Efficient forward selection of kspace samples for
images with a limited region of support," in BMESEMBS 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. 24132416, 1998.

S. J. Reeves, "An improved sequential backward selection algorithm for
largescale observation selection problems," in Proceedings of the 1998
IEEE International Conference on Acoustics, Speech, and Signal Processing,
vol. 3, pp. 16571660, 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. 210212, January 1999.

S. J. Reeves, "An analysis of the difficulties and possibilities for
superresolution," in SPIE Vol. 3064  Passive MillimeterWave Imaging
Technology (R. M. Smith, ed.), (Orlando, FL), pp. 239248, 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. 641644, 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. 16761679, 1996.

K. M. Perry and S. J. Reeves, "Generalized crossvalidation as a stopping rule
for the RichardsonLucy algorithm," in The Restoration of HST
Images and Spectra II (R. J. Hanisch and R. L. White, eds.), pp. 97103,
Space Telescope Science Institute, 1994.

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

S. J. Reeves, "Selection of kspace 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. 411414.

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. 1619.

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. 440443.

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. 444447.

S. J. Reeves, "Optimal regularized image restoration with constraints," in
Proceedings of the 1992 IEEE International Conference on Acoustics,
Speech, and Signal Processing, pp. 301304.

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. 192200, 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. 29292932.

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. 127138, 1991.

S. J. Reeves and R. M. Mersereau, "Optimal constraint parameter estimation for
constrained image restoration," in Visual Communications and Image
Processing, pp. 13721380, SPIE, 1990.

S. J. Reeves and R. M. Mersereau, "Identification of image blur parameters by
the method of generalized crossvalidation," in Proceedings of the 1990
International Symposium on Circuits and Systems, pp. 223226.

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. 18851888.