LaISR
Publications
Theses
Journal
Publications
Multiscale
Modeling and Inversion
- Baussard, Alexandre, Miller,
Eric L., and Lesselier,
Dominique, “Adaptive
Multiscale Reconstruction of Buried Targets,”
Inverse Problems:
SPECIAL ISSUE: Electromagnetic
characterization of buried obstacles.
Vol. 20, No. 6,
December 2004, S1-S15. © 2004 IOP. doi:10.1088/0266-5611/20/6/S01
- Baussard, Alexandre, Miller,
Eric L., and
Prémel, Denis, “Adaptive
B-spline scheme for
solving an inverse scattering problem,”
Inverse
Problems , Vol. 20, No. 2,
April 2004, pp. 347-365.
© 2004 IOP. doi:10.1088/0266-5611/20/2/003
- Eric L. Miller, Ibrahim
Yavuv, Lena
Nicolaides, and Andreas Mandelis, "An
adaptive, multiscale inverse scattering approach to photothermal depth
profilometry," Circuits,
Systems, and Signal
Processing, Vol. 19,
No. 4, July 2000, pp.
339-363. The original publication is
available at
www.springerlink.com doi:10.1007/BF01200892
- Belge, M., Kilmer, M. and
Miller, Eric L., "Wavelet Domain
Image
Restoration with
Adaptive Edge-Preserving Regularization,"
IEEE
Trans. on Image Processing, Vol.
9, No. 4, April 2000,
pp. 598-608. ©
2000 IEEE
- Dufour, Roger and Miller,
Eric L, "Statistical Signal Restoration
with
Wavelet Domain Prior Models,"
Signal
Processing, Vol. 78, 1999,
pp. 289-307. doi:10.1016/S0165-1684(99)00069-9
- Miller, Eric L., "Efficient
Computational Methods for Wavelet Domain Signal Restoration Problems,"
IEEE Trans. on Signal
Processing, Vol.
47, No. 4, April 1999, pp. 1184-1188. ©
1999 IEEE. doi:10.1109/78.752622
- Miller, Eric L., "Statistically
Based Methods for Anomaly Characterization in Images from Observations
of Scattered Radiation,"
IEEE
Trans. on Image Processing,
Vol. 8, No. 1, January 1999,
pp. 92-101.©
1999 IEEE
doi:10.1109/83.736694
- Miller, Eric L., Nicolaides,
Lena, and Mandelis, Andreas, "Nonlinear
inverse
scattering methods for thermal wave slice tomography: A wavelet domain
approach,"
Journal
of the Optical Society of America (A),
Vol
15, No. 6, June 1998, pp. 1545-1556.
©
1998 OSA. doi:10.1364/JOSAA.15.001545
- Miller, Eric L. and Willsky,
Alan S., "Multiscale,
Statistical
Anomaly Detection Analysis and Algorithms for Linearized Inverse
Scattering Problems,''
Multidimensional
Systems and Signal Processing
, vol 8, pp. 151-184. The
original publication is
available at
www.springerlink.com doi:10.1023/A:1008277108555
- Miller, Eric L. and Willsky,
Alan S., "Wavelet-based
methods
for the nonlinear inverse scattering problem using the Extended Born
Approximation,''
Radio Science,
vol. 31 no. 1 pp. 51-67. ©
1996 AGU To view the published
open abstract click here.
- Miller, Eric L. and Willsky,
Alan S., "A
Multiscale,
Statistically-Based Inversion Scheme for the Linearized, Inverse
Scattering Problem,''
IEEE Trans.
on Geoscience and Remote Sensing,
Vol. 34, No. 2, 1996,
pp
346-357. ©
1996 IEEE, doi:10.1109/36.485112
- Miller, Eric L. and Willsky,
Alan S., A
Multiscale Approach to Sensor Fusion and the Solution of Linear Inverse
Problems,'' Applied
and Computational
Harmonic Analysis
, vol. 2, No. 2,
April 1995, pp.
127-147. doi:10.1006/acha.1995.1009
Geometric/Shape-Based
Modeling and Inversion
- R. Firoozabadi and E. L. Miller, “A Shape-Based Inversion Algorithm Applied to Microwave Imaging of Breast Tumors,” IEEE Trans. On Antennas and Propagation, to appear.
- A. Aghasi, M. E. Kilmer and E. L. Miller, “Parametric Level Set Methods for Inverse Problems,” SIAM Journal on Imaging Sciences, Vol. 4, pp. 618-650, 2011, © 2011 SIAM, doi:10.1137/100800208
- Ulker Karbeyaz, Basak,
Miller, Eric L., Cleveland, Robin
O., “Shape-based ultrasound
tomography using a Born model with application to high intensity
focused ultrasound therapy,”
Journal
of the
Acoustical Society of America,
vol. 123, no. 5., pp 2944-2956, 2008. ©
2008 ASA. This article appeared
in
JASA and may be
found at http://dx.doi.org/10.1121/1.2897045
- Boverman, Gregory, Fang,
Quinauin, Miller, Eric
L., Brooks, Dana H., Moore, Richard H., Kopans, Daniel B. and Boas,
David A., “Estimation
and Statistical Bounds for Three-Dimensional Polar Shapes in Diffuse
Optical Tomography,”
IEEE
Transactions on Medical
Imaging, vol 27, no. 6, pp.
752-765, June 2008. ©
2008 IEEE. 10.1109/TMI.2007.911492
- Miled, M. K. Ben Hadj and
Miller, Eric L., “A projection-based
level-set
approach to enhance conductivity anomaly reconstruction in electrical
resistance tomography,”
Inverse
Problems,
Vol. 23, pp. 2375-2400. © 2004 IOP. doi:10.1088/0266-5611/23/6/007
- Firoozabadi, R., Miller, E.
L., Rappaport C. M., and,
Morgenthaler, A. W., “Subsurface
Sensing of Buried Objects under a Randomly Rough Surface Using
Scattered Electromagnetic Field Data,”
IEEE
Transactions on
Geoscience
and Remote Sensing, Vol. 45,
No. 1, Jan. 2007, pp.
104-117. ©
2007 IEEE. doi:10.1109/TGRS.2006.883462
- El-Shenawee, Magda and
Miller, Eric L., “Spherical Harmonics
Wideband
Polarimetric Algorithm for Shape and Location Reconstruction of
Three-Dimensional Malignant Breast Cancer Tumor,”
IEEE
Transactions on
Medical Imaging, Vol. 25, No.
10, October 2006, pp.
1258-1271. ©
2006 IEEE. doi:10.1109/TMI.2006.881377
- Kilmer, Misha, Miller Eric
L., Barbaro, Alethea, Boas David
A., “3D
Shape-Based Imaging for Diffuse Optical Tomography,”
Applied Optics Special
Issue on Topics in Biomedical
Optics, Vol. 42, No. 16,
June 1, 2003, pp. 3129-3144.
© 2003 OSA. doi:10.1364/AO.42.003129
- Boverman, Gregory, Miled,
Mohamed Khames, Miller, Eric L.,
“Recent
Work in Shape-Based Methods for Diffusive Inverse Problems,”
Review of Scientific
Instruments, Vol.
74, No. 4, April 2003, pp. 2580-2582.
- Dufour, Roger, Miller, Eric
L., Galatsanos, Nikolas,
“Template
Matching Based Object Recognition with Unknown Geometric Parameters”,
IEEE Trans. Image
Processing, Vol. 11,
No. 12, December 2002, pp. 1385-1396. ©
2002 IEEE doi:10.1109/TIP.2002.806245
- Kilmer, Misha E., Miller,
Eric L., Boas, David, Brooks,
Dana, "A
Shape-Based
Reconstruction Technique for DPDW Data,"
Optics Express
focus issue on Diffuse Optical Tomography, Vol. 7, No. 13, December 18,
2000, pp. 481-491. © 2000 OSA. Online abstract available here.
- Dorn, Oliver, Miller, Eric
L. and Rappaport, Carey M, "A shape
reconstruction method
for
electromagnetic tomography using adjoint fields and level sets,"
Inverse Problems,
Vol. 16, No. 5, October 2000, pp. 1119-1156. ©
2000 IOP. doi:10.1088/0266-5611/16/5/303
- Miller, Eric L., Kilmer,
Misha, and Rappaport, Carey, "A
New Shape-Based Method
for Object Localization and Characterization from Scattered Field Data,"
IEEE Trans. Geoscience
and Remote Sensing,
Vol.
38, No. 4, July 2000, pp. 1682-1696. ©
2000 IEEE. doi:10.1109/36.851967
Physical
Modeling and Computational Methods
- H. E. Guven, E. L. Miller,
and R. O. Cleveland, Fast computation of the
acoustic field for ultrasound elements, IEEE Transactions on
Ultrasonics, Ferroelectrics and Frequency Control,
vol. 56, no. 9, pp. 1903-1912, 2009. ©
2009 IEEE. 10.1109/TUFFC.2009.1266
- Ulker Karbeyaz, Basak,
Miller, Eric L., Cleveland, Robin
O., “Semi-analytical computation
of the
acoustic field of a segment of a cylindrically concave transducer in
lossless and attenuating media
,” Journal of the
Acoustical
Society of America, Vol. 21,
No. 2, 2007, pp.
1226—1237. ©
2007 ASA. This article appeared
in
JASA and may be
found at doi:10.1121/1.2409489
.
- Szabo, Thomas L., Karbeyaz,
Basak Ulker, Cleveland, Robin
O., and Miller, Eric L. "Determining
the
pulse-echo
electromechanical characteristic of a transducer using flat-plates and
point targets,"
The Journal of the
Acoustical Society of America,
Vol. 116, No 1, pp.
90-96. ©
2004 ASA. This article appeared
in
JASA and may be
found at doi:10.1121/1.1756893.
- Kilmer, Misha, Miller, Eric
L., and Rappaport, Carey, "QMR-Based
Projection
Techniques for the Solution of Non-Hermitian Systems with Multiple
Right Hand Sides,"
SIAM Journal on
Scientific and Statistical Computing,
Vol. 23 No. 3,
2001, pp. 761-780. © 2001 SIAM. doi:10.1137/S1064827599355542
- Rappaport, Carey M., Kilmer,
Misha and Miller, Eric L. "Accuracy
Considerations in
Using
the PML ABC with FDFD Helmholtz Equation Computation",
International Journal
of Numerical Modeling,
Vol. 13, 2000, pp. 471-482. ©
2000 Wiley. doi:10.1002/1099-1204(200009/10)13:5<471::AID-JNM378>3.0.CO;2-A
- Marengo, Edwin A.,
Rappaport, Carey M., Miller, Eric L., "Optimum
PML ABC Conductivity Profile in FDFD."
IEEE
Trans. on Magnetics, Vol.
35, No. 3 May 1999, pp.
1506-1509. ©
1999 IEEE doi:10.1109/20.767253
- Sahin, Adnan, and Miller,
Eric L., "Recursive T-Matrix Methods for
Scattering From Multiple Dielectric and Metallic Objects,"
IEEE
Trans, Antennas and
Propagation, Vol. 46, No.
5, May 1998, pp. 672-678. ©
1998 IEEE. doi:10.1109/8.668910
- Sahin, A and Miller, Eric
L., "Recursive T-Matrix Algorithm
for
Multiple Metallic Cylinders,"
Microwave
and Optical Technology Letters,
Vol. 15, No. 6, August,
1997, pp. 360-363. ©
1997 Wiley.doi:10.1002/(SICI)1098-2760(19970820)15:6<360::AID-MOP7>3.0.CO;2-C
General
Physics-Based Processing and Inverse Problems
- A. Aghasi and E. L. Miller,Sensitivity Calculations for the Poisson’s Equation via the Adjoint Field Method, IEEE Geoscience and Remote Sensing Letters, to appear.
- F. Larusson, S. Fantini, and E. L. Miller,Hyperspectral image reconstruction for diffuse optical tomography, Biomed. Opt. Express, Vol. 2, 2011, pp. 946-965. © 2011 OSA.
- Q. Fang, J. Selb, S. A. Carp, G. Boverman, E. L. Miller, D. H. Brooks, R. H. Moore, D. B. Kopans, and D. A. Boas, Combined Optical and X-ray Tomosynthesis Breast Imaging, Radiology, vol. 258, no. 1, January 2011, pp. 89-97.
- D. Hyde, E. Miller, D.
Brooks, and V. Ntziachristos, Data Specific Spatially
Varying Regularization for Multi-Modal Fluorescence Molecular Tomography,
IEEE
Transactions on Medical Imaging,
vol. 29, no. 2, pp. 365-374, Feb. 2010. ©
2010 IEEE http://dx.doi.org/10.1109/TMI.2009.2031112
- D. Hyde, R. Schultz, D.
Brooks, E. Miller and V. Ntiziachristos, Performance dependence of
hybrid X-ray CT - FMT on the optical forward problem,
Journal
of the Optical Society of America – A,
vol. 26, no. 4, pp 919-923, 2009. © 2009
OSA, http://dx.doi.org/10.1364/JOSAA.26.000919
- D. Hyde, R. De Kleine, S.
MacLaurin, E. L. Miller, D. Brooks, T. Krucker, and V. Ntzaichristos, Hybrid
FMT-CT imaging
of amyloid-beta plaques in a murine Alzheimer's disease model
, NeuroImage,
vol. 44, no. 4, pp.1304-1311, Feb. 15, 2009. http://dx.doi.org/10.1016/j.neuroimage.2008.10.038
- Q. Fang, S. A. Carp, J.
Selb, G. Boverman, Q. Zhang, D. B. Kopans, R. H. Moore, E. L. Miller,
D. H. Brooks, and D. A. Boas, “Combined optical imaging
and mammography of the healthy breast: optical contrast derived from
breast structure and compression,”
IEEE
Transactions on Medical Imaging,
vol. 28, no. 1, pp. 30-42, January 2009. ©
2009 IEEE http://dx.doi.org/10.1109/TMI.2008.925082
- Aliamiri, Alireza,
Stalnaker, Jack, and Miller, Eric L.,
“Statistical
Classification Of Buried Unexploded Ordnance Using Non-Parametric Prior
Models,”
IEEE
Transactions on Geoscience and Remote Sensing,
Vol. 45,
No. 9, September 2007, pp. 2794-2806. ©
1998 IEEE. doi:10.1109/TGRS.2007.900681
- Hyde, Damon, Miller Eric L.,
Brooks, Dana H., and
Ntziachristos, Vasilis, “A
Statistical Approach to Inverting the Born Ratio,”
IEEE
Transactions on
Medical Imaging, Vol. 27, No.
7, July 2007, pp. 893-905. ©
2007 IEEE. doi:10.1109/TMI.2007.895467
- Hyde, Damon, Kilmer, Misha
E., Brooks, Dana H., and Miller, Eric L., “Analysis
And Exploitation Of Matrix Structure Arising In Linearized Optical
Tomographic Imaging,”
SIAM Journal on Matrix Analysis and Applications,
Vol. 29,
No. 4, 2007, 1065-1083. © 2007 SIAM.
doi:10.1137/060657285
- Boverman, Gregory, Fang,
Qianqian, Carp, Stefan A., Miller,
Eric L., Brooks, Dana H., Selb, Juliette, Moore, Richard H, Kopans,
Daniel B., and Boas David A., “Spatio-Temporal Imaging
of the
Hemoglobin in the Compressed Breast With Diffuse Optical Tomography,”
Physics
in Medicine
and Biology, Vol. 52, 2007,
pp. 3619-3641. © 2007 IOP. doi:10.1088/0031-9155/52/12/018
- Tarokh, A. B. and Miller,
Eric L., “Subsurface Sensing Under
Sensor
Positional Uncertainty,”
IEEE
Transactions on Geoscience
and Remote Sensing, Vol.45,
No. 3, March 2007, pp. 675-688. ©
2007 IEEE. doi:10.1109/TGRS.2006.888851
- Boverman, Gregory, Miller,
Eric L., Li, Ang, Zhang, Quan,
Chaves, Tina, Brooks, Dana H., Boas, David A., “Quantitative
Spectroscopic Diffuse Optical Tomography of the Breast Guided by
Imperfect A Priori Structural Information,”
Physics in Medicine and Biology, Vol. 50, No. 17, 3941-3956, 2005.
© 2005 IOP. doi:10.1088/0031-9155/50/17/002
- Li A, Boverman G, Zhang Y,
Brooks D, Miller EL, Kilmer ME,
Zhang Q, Hillman EMC and Boas DA., “Optimal linear
inverse
solution with multiple priors in diffuse optical tomography,”
Applied
Optics
44(10): 1948-1956. 2005."© 2005 OSA. doi:10.1364/AO.44.001948
- El Shenawee, Magda and
Miller, Eric L., “Multiple-Incidence
and
Multi-Frequency for Profile Reconstruction of Random Rough Surfaces
Using the 3-D Electromagnetic Fast Multipole Model,”
IEEE Trans. Geoscience
and Remote Sensing,
Vol. 42, No. 11, November 2004, pp. 2499-2510. ©
2004 IEEE. doi:10.1109/TGRS.2004.834762
- Li, Ang, Zhang, Q., Culver,
J. P., Miller, E. L., and Boas,
D.A., “Reconstructing
Chromophore Concentration Images Directly by Continuous-Wave Diffuse
Optical Tomography,”
Optics
Letters, Vol. 29, No. 3,
pp. 256-258. © 2003
OSA. doi:10.1364/OL.29.000256
- Li, Ang, Miller, Eric L.,
Kilmer, Misha E., Brukilacchio1,
Thomas J., Chaves, Tina, Stott, Jonathan, Zhang, Quan, Wu, Tao,
Chorlton, MaryAnn, Moore, Richard H., Kopans, Daiel B., and Boas, David
A. “Tomographic
Optical Breast Imaging Guided by 3-D Mammography,”
Applied Optics, Vol.
42, No. 25, Sept
1, 2003, pp.5181-5191. © 2003 OSA. doi:10.1364/AO.42.005181
- Miller, Eric L., Cheney,
Margaret, Kilmer Misha K.,
Boverman, Gregory, Li, Ang, Boas, David, “Feature-Enhancing Methods for
Limited
View Tomographic Imaging Problems,”
Subsurface
Sensing Technologies and Applications,
Vol. 4, No. 4,
October 2003, pp. 327-353. The original publication is
available at
www.springerlink.com doi:10.1023/A:1026304732232
- Xu, Xiaoyin, Miller Eric L.,
and Rappaport, Carey M.,
“Minimum
entropy regularization in frequency-wavenumber migration to localize
subsurface objects,”
IEEE
Transactions on Geoscience and Remote Sensing,
Vol. 41,
No. 8, August 2003, pp. 1804-1812. ©
2003 IEEE doi:10.1109/TGRS.2003.813497
- Belge, Murat, Kilmer Misha,
Miller, Eric L., “Efficient
Determination
of
Multiple Regularization Parameters in a Generalized L-Curve Framework,”
Inverse Problems,
Vol. 18, August
2002, pp. 1161-1183. © 2002 IOP.
doi:10.1088/0266-5611/18/4/314
- Boas, D.A., Brooks, D.H.,
Miller, E.L., DiMarzio, C.A.,
Kilmer, M., Gaudette, R.J., Quan, Zhang, “Imaging
the body with diffuse optical tomography,”
IEEE
Signal Processing Magazine,
Vol. 18, No. 6, November
2001, pp. 57—75. ©
2001 IEEE. doi:10.1109/79.962278
- El-Shenawee, M., Rappaport,
C., Miller, E., Silevitch, M.,
"3-D Subsurface Analysis of Electromagnetic Scattering from
Penetrable/PEC Objects Buried under Rough Surfaces: Use of the Steepest
Decent Fast Multilevel Multipole (SDFMM) Technique," IEEE
Transactions on Geoscience and Remote Sensing,
special issue
on subsurface sensing, Vol. 39, No. 6, June 2001, pp. 1174-1182. ©
2001
IEEE. doi:10.1109/36.927436
- Miller, Eric L.,
"Introduction to Optics
Express
focus issue on Diffuse Optical Tomography," Optics Express
special issue on Diffuse Optical Tomography (DOT) and related inverse
problems, Vol. 7, No. 13, December 18, 2000, p.
461. ©
2000 OSA
- Richard J. Gaudette, Dana H.
Brooks, Charles A. DiMarzio,
Misha E. Kilmer, Eric L. Miller, Tom Gaudette, David A. Boas, "A comparison study of
linear
reconstruction techniques for diffuse optical tomographic imaging of
absorption coefficient," Phys.
Med. Bio.,
Vol. 45, No. 4, April 2000, pp. 1051-1070. © 2000 IOP. doi:10.1088/0031-9155/45/4/318
- Belge, Murat and Miller,
Eric L., "A Sliding Window RLS-like
Adaptive
Filtering Algorithm for Filtering a-stable Noise,"
IEEE Signal Processing
Letters, Vol.
7, No. 4, April 2000, pp. 86-89. ©
2000
IEEE
doi:10.1109/97.833005
Medical
Image Analysis
- A. Lauric, E. L. Miller, M. I. Bahargoglu , and A. M. Malek, Rupture Status Discrimination in Intracranial Aneurysms using the Centroid-Radii Model, IEEE Trans. On Biomedical Engineering, to appear.
- A Lauric, E. L. Miller, M. I. Bahargoglu, and A. M. Malek, 3D Shape Analysis of Intracranial Aneurysms Using the Writhe Number as a Discriminant for Rupture, Annals of Biomedical Engineering, The
original publication is
available at
www.springerlink.com DOI: 10.1007/s10439-010-0241-x.
- J. Cheng, X. Zhou, E. L. Miller, V. A. Alvarez, B. L. Sabatini, S. T. C. Wong, Oriented Markov Random Field Based Dendritic Spine Segmentation for Fluorescence Microscopy Images, Neuroinformatics,Vol. 8, No. 3, pp. 157-170, 2010. The
original publication is
available at
www.springerlink.com doi: 10.1007/s12021-010-9073-y
- A. Lauric, E. L. Miller, S.
Friskin, and A. M. Malek, Automated Detection of
Intracranial Aneurysms Based on Parent Vessel 3D Analysis,
Medical
Image Analysis, vol. 14. no.
2, pp. 149-159, April 2010. http://dx.doi.org/10.1016/j.media.2009.10.005
- C. Bayan, J. Levitt, E.
Miller, D. Kaplan, and I. Georgakoudi, Fully-automated,
quantitative, non-invasive assessment of collagen fiber content and
organization in thick specimens,
Journal
of Applied Physics, Vol. 105,
2009. ©
2009 AIP http://dx.doi.org/10.1063/1.3116626
- Srinivasan, Ranga, Zhou,
Xiaobo Zhou, Miller Eric L.,, Lu, Ju, Litchman, Jeff, Wong, Stephen TC,
“Automated Axon Tracking
of 3D Confocal Laser Scanning Microscopy Images Using Guided
Probabilistic Region Merging,”
Neuroinformatics,
Vol. 5, No. 3, September 2007, pp. 189-203. The original
publication is
available at
www.springerlink.com doi:10.1007/s12021-007-0013-4
- Cheng, Jie, Zhou, Xiaobo,
Miller, Eric, Witt, Rochelle M., Zhu, Jinmin, Sabatini, Bernardo L.,
and Wong, Steven T. C., “A Novel Computational
Approach for Automatic Dendrite Spines Detection in Two-Photon Laser
Scan Microscopy,”
Journal
of Neuroscience Methods, Vol.
165, 2007, pp. 122-134. doi:10.1016/j.jneumeth.2007.05.020
General
Image and
Signal Processing
- R. Mittelman and E. L. Miller, Robust Estimation of a Random Parameter in
a Gaussian Linear Model with Joint Eigenvalue and Elementwise
Covariance Uncertainties, IEEE
Transactions on Signal Processing, vol. 58, no. 3, pp.
1001-1011, March 2010. ©
2010 IEEE http://dx.doi.org/10.1109/TSP.2009.2036063
- A. Aghasi, H. Amindavar, E. L. Miller, and J. R. Mohassel, Flat-Top Footprint Pattern Synthesis
Through the Design of Arbitrary Planar-Shaped Apertures, IEEE Transactions on Antennas and
Propagation, to appear.
- R. Mittelman, and E. L. Miller, “Nonlinear filtering using a new proposal
distribution and the improved fast gauss transform with tighter
performance bounds,” IEEE
Transactions on Signal Processing, vol. 56, no. 12, pp.
5746-5757, December 2008. ©
2008 IEEE http://dx.doi.org/10.1109/TSP.2008.2005095
- Jagannathan, A., and Miller,
Eric L., “3D Surface Mesh
Segmentation Using A Curvedness-Based Region Growing Approach”,
IEEE
Transactions on Pattern Analysis and Machine Intelligence,
Vol. 29, No. 12, December, 2007, pp. 2195-2204. ©
2007 IEEE. doi:10.1109/TPAMI.2007.112
- Coric, Srdjan, Leeser,
Miriam, Miller, Eric, and Trepanier,
Marc, “Parallel-Beam
Backprojection: an FPGA Implementation Optimized for Medical Imaging,”
The Journal of VLSI
Signal Processing-Systems for
Signal, Image, and Video Technology,
Volume 39, Number 3
(2005). The original publication is available at
www.springerlink.com doi:10.1007/s11265-005-4846-5
- Tarokh, A. B., Miller, E. L.
, Won, I. J. and Huang, H.,
“Statistical
classification of buried objects from spatially sampled time or
frequency domain electromagnetic induction data,”
Radio Science, Vol 39, Np.
4, July/August, 2004, p
RS4S05-1-RS4S05-11. ©
2004 AGU. To view the published
open abstract go to doi:10.1029/2003RS002951
- Xu, Xiaoyin, Miller, Eric
L., Chen Dongbin, and Sarhadi,
Mansoor, “Adaptive
Two-pass Median Filter to Remove Impulse Noise in Highly Corrupted
Images,” IEEE
Transactions on Image Processing,
Vol. 13, No. 2,
February, 2004, p 238-247. ©
2004 IEEE. doi:10.1109/TIP.2004.823827
- Hoge, W. Scott, Miller, Eric
L., Lev-Ari, Hanoch, Brooks,
Dana H., and Panych, Lawrence P., “A Doubly Adaptive Approach
to
Dynamic MRI Sequence Estimation,”
IEEE
Trans. on Image Processing,
Vol. 11, No. 10,
October 2002, pp. 1168 - 1178 ©
2002 IEEE doi:10.1109/TIP.2002.804272
- Xu, Xiaoyin, Miller, Eric
L., Rappaport, Carey, and Sower,
Gary, “Statistical
Method to Detect Subsurface Objects Using Array Ground Penetrating
Radar Data,”
IEEE Trans.
Geoscience and Remote Sensing,
Vol. 40, No. 4, April
2002 pp. 963 -976. ©
2002 IEEE. doi:10.1109/TGRS.2002.1006391
- Hoge, Wm. Scott, Miller,
Eric L., Lev-Ari, Hanoch, Brooks,
Dana H., Karl, W. Clem, Panych, Lawrence, "An
Efficient Region of Interest Acquisition Method for Dynamic Magnetic
Resonance Imaging," IEEE
Trans. on Image
Processing, Vol. 10, No. 7,
July 2001, pp.1118-1128. ©
2001 IEEE doi:10.1109/83.931105
- Sahin, Adnan and Miller,
Eric L.,
"Model-Based Multiple
Object Detection Using High-Resolution Near Field Array Processing,"
IEEE Transactions on
Geoscience and Remote Sensing, Vol.
39, No. 1, Jan. 2001, pp. 136-141. ©
2001 IEEE. doi:10.1109/36.898675
- Sahin, Adnan and Miller,
Eric L., "Electromagnetic
Scattering-Based
Array Processing Methods for Near-Field Object Characterization,"
Journal of
Electromagnetic Waves and Applications,
Vol.
13, 1999, pp. 1209-1236.
Highly Referred Conference Publications
- A. Vazquez-Reina, M. Gelbart, D. Huang, J. Lichtman, E. Miller, and H. Pfister, Segmentation Fusion for Connectomics, International Conference on Computer Vision, 2011, Barcelona Spain, Poster Presentation.
- A. Vázquez-Reina, S. Avidan, H. Pfister, and E. Miller, Multiple Hypothesis Video Segmentation from Superpixel Flows, European Conference on Computer Vision, 2010, Crete, Greece. Oral presentation. Acceptance rate = 3.3% (1174 submissions). Also in Lecture Notes in Computer Science, 6315 LNCS (PART 5), pp. 268-281.
- A. Vazquez-Reina, E. Miller, and H. Pfister, Multiphase geometric couplings for the segmentation of neural processes, Computer Vision and Pattern Recognition, IEEE Computer Society Conference on, pp. 2020-2027, 2009.
- Jagannathan, A., and Miller, E. L. “Unstructured 3D point cloud matching within graph theoretic and thermodynamic frameworks,” IEEE Computer Society Conference on Computer Vision and Pattern Recognition, June 2005
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- Alexandra Lauric, Automated Detection and Classification of Intracranial Aneurysms based on 3D Surface Analysis, Department of Computer Science, August 2010
- Roni Mittelman, Topics in Nonlinear and Robust Estimation
Theory, Dept. of ECE Northeastern University, August 2009.
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analysis of dendritic spines in laser scanning microscopy images,
Dept. of ECE Northeastern University, April 2009.
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Regularization for Fluorescence Molecular Tomography, Dept.
of ECE, Northeastern University, December 2008.
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to Inverse Problems with Application in Biomedical Imaging and
Environmental Remediation,
PhD Thesis, Department of Electrical and Computer Engineering,
Northeastern University, Boston MA, 2007.
- Gregory Boverman, Model-Based Approaches to
the Solution of the Inverse Problem for Diffuse Optical Tomography,
PhD Thesis, Department of Electrical and Computer
Engineering,
Northeastern University, Boston MA, 2007. At the request of Dr. Firoozabadi, open access to the thesis document has been removed. Should you like a copy of the thesis, please contact Prof. Miller at elmiller@ece.tufts.edu
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Methods for Unexploded Ordnance Discrimination, PhD
Thesis, Department of Electrical and Computer Engineering,
Northeastern University, Boston MA, 2006
- Basak Ulker Karbeyaz, Modeling
and Geometric Inverse Methods for Wideband Ultrasonic Imaging,
PhD Thesis, Department of Electrical and Computer Engineering,
Northeastern University, Boston MA, 2005.
- Anupama Jagannathan, Segmentation
and recognition of 3D point clouds within graph-theoretic and
thermodynamic frameworks, PhD
Thesis, Department of Electrical and Computer Engineering,
Northeastern University, Boston MA, 2005.
- Ashley Beeta Tarokh,
Shape-based methods for linear inverse
problems, PhD Thesis, Department of Electrical and Computer
Engineering,
Northeastern University, Boston MA, 2005.
- Roger Dufour, "Target
Classification and
Parameter Estimation with a Deformable Template Library",
PhD Thesis, Department of Electrical and Computer Engineering,
Northeastern University, Boston MA, 2003.
- Xiaoyin Xu, "Statistical
Methods in Subsurface Object Detection and Localization from Ground
Penetrating Radar,"
PhD Thesis, Department of
Electrical and Computer Engineering, Northeastern University, Boston
MA, 2002.
- Wm. Scott Hoge, "An
Adaptive Signal Processing Approach to Dynamic Magnetic Resonance
Imaging",
PhD Thesis, Department of Electrical and
Computer Engineering, Northeastern University, Boston, MA,
2001.
- Murat Belge, "Multiscale
and Curvature Methods for the Regularization of Linear Inverse Problems,"
PhD Thesis, Department of Electrical and Computer Engineering,
Northeastern University, Boston, MA, 1999.
- Adnan Sahin, "Near
Field Forward Scattering, And Object-Based Localization Algorithms For
Subsurface Objects,"
PhD Thesis, Department of
Electrical and Computer Engineering, Northeastern University, Boston,
MA, 1998.
Masters
- Fridrik Laruson, Hyperspectral Imaging for Diffuse Optical
Tomography, Dept. of ECE, Tufts University, September 2009.
- Leah Ultring, A Multiple Target Range and Range-Rate
Tracker Using an Extended Kalman Filter and a Multilayered Association
Scheme, Dept. of ECE, Tufts University, June 2008
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Parametric Active Contour, Dept. of ECE, Tufts University,
June 2008
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of Axons in Confocal Microscopic Stacks,
MS Thesis, Department of
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Northeastern University, Boston, MA, 2006.
- Andrey Krokhin, Super-resolution
processing of infrared imagery,
MS Thesis, Department of
Electrical and Computer Engineering,
Northeastern University, Boston, MA, 2005.
- Damon Hyde, "Improving
Forward Matrix Generation and Utilization for Time Domain Diffuse
Optical Tomography,"
MS Thesis, Department of
Electrical and Computer Engineering,
Northeastern University, Boston, MA, , 2004
- Greg Boverman, "Modeling
and Nonlinear Inversion for Frequency Domain Diffuse Optical Tomography,"
MS Thesis, Department of
Electrical and Computer Engineering, Northeastern University, Boston,
MA, 2003
- Beeta Tarokh, "A
Unified Approach to Statistical Classification of Buried Objects from
Spatially Sampled Electromagnetic Induction Data,"
MS Thesis,Department of
Electrical and Computer Engineering, Northeastern University, Boston,
MA, 2003.
- Mustafa Ozdemir, "Statistical
Clutter Modeling and Localization and Characterization of Buried
Objects Using Frequency Domain Electromagnetic Induction Sensing,"
MS Project,Department of
Electrical and Computer Engineering, Northeastern University, Boston,
MA, 2001.
- Xin Li, "An
Adaptive B-Spline Method for Low Order Image Reconstruction Problems",
MS Thesis, Department of
Electrical and Computer Engineering, Northeastern University, Boston,
MA, 2001.
- Patrick Rennich, "Investigation
of a Volumetric Technique for Registration of Magnetic Resonance Images
of the Human Brain",
MS Project, Department of
Electrical and Computer Engineering, Northeastern University, Boston,
MA, 2001.
- Ibrahim Yavuz, "A
Method for Reducing the Complexity of Inverse Problems,"
MS Project, Department of Electrical and Computer Engineering,
Northeastern University, Boston, MA, December, 1999.
- Mr. Xiaoyin Xu, "Signal
modeling and detection
methods for objects traveling fast relative to the speed of propagation
in the medium," MS Project,
Department of Electrical and
Computer Engineering, Northeastern University, Boston, MA, 1998
- Tzipora Halevi, "Statistical
Methods for Object Detection in a Three Dimensional Volume,"
MS Thesis, Department of Electrical and Computer Engineering,
Northeastern University, Boston, MA, 1997
- Roger Dufour, "Statistical
Estimation with 1/f-type prior models,"
MS Thesis,
Department of Electrical and Computer Engineering, Northeastern
University, Boston, MA, 1997.