LAISIR Publications

 

Peer Reviewed Journals Conferences: Refereed and Not-So Refereed
In review Theses: Doctorate and Masters

 

Preprints/Reprints

  1. 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.
  2. 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.
  3. 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).
  4. Baussard, Alexandre, Miller, Eric L., and Lesselier, Dominique, “Adaptive Multiscale Reconsstruction of Buried Targets,” Inverse Problems: SPECIAL ISSUE: Electromagnetic characterization of buried obstacles. Vol. 20, No. 6, December 2004, S1-S15.
  5. 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
  6. 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.
  7. 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
  8. Xu, Xiaoyin, Miller, Eric L., Chen Dongbin, and Sarhadi, Mansoor, “Adaptive Two-pass Median Filter to Remove Impulse Noise in Highly Corrupted Images,” to appear IEEE Transactions on Image Processing, Vol. 13, No. 2, February, 2004, p 238-247.
  9. Baussard, Alexandre, Miller, Eric L., and Prιmel, Denis, “Adaptive B-spline scheme for solving an inverse scattering problem,” Inverse Problems , Vol. 20, No. 2, April 2004, pp. 347-365.
  10. 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.
  11. 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.
  12. 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.
  13. 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.
  14. 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.
  15. 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 203, pp. 2580-2582.
  16. 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.
  17. 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
  18. 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
  19. 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.
  20. 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.
  21. 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
  22. 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.
  23. El-Shenawee, M., Rappaport, C., Miller, E., Silevich, 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.
  24. 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.
  25. 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.
  26. (Invited paper) Dorn, Oliver, Miller, Eric L. and Rappaport, Carey M, "A shape reconstruction method for electromagnetic tomography using adjoint fields and level sets,"  Inverse Problems special issue on Electromagnetic Imaging and Inversion of the Earth Subsurface, Vol. 16, No. 5, October 2000, pp. 1119-1156.
  27. (Invited paper) 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, special issue on Computational Wave Issues in Remote Sensing, Imaging and Target Identification, Propagation, and Inverse Scattering, Vol. 38, No. 4, July 2000, pp. 1682-1696.
  28. (Invited paper) 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 special issue on Advanced Signal/Image Restoration, August, 2000, Vol. 19, No. 4, August 2000, pp. 339-363. 
  29. 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.
  30. 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.
  31. 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.
  32. 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.
  33. Dufour, Roger and Miller, Eric L, "Statistical Signal Restoration with Wavelet Domain Prior Models," Signal Processing, Vol. 78, 1999, pp. 289-307.
  34. 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, special issue on the PML, Vol. 13, 2000, pp. 471-482.
  35. 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.
  36. 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.
  37. 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.
  38. 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.
  39. 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.
  40. 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.
  41. 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.
  42. 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
  43. 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.
  44. 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, pp 346-357.
  45. 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, pp. 127-147.

Refereed Conference Papers

  1. Karbeyaz, Basak Ulker, Miller, Eric, Cleveland, Robin O., and Roy, Ronald A., “Reduced complexity Born inversion for broadband ultrasonic monitoring of cancer treatment,” 5th International Symposium on Therapeutic Ultrasound, October 27-29, 2005, Boston MA, USA
  2. Jagannathan, Anupama, Miller, Eric L., “Shape-preserving mesh decimation within a graph-theoretic framework,” 39th Asilomar Conference on Signals, Systems and Computers, October 2005.
  3. Firoozabadi, R., Miller, E. L., Rappaport C. M., and, Morgenthaler, A. W., “Characterization of the Object Buried Beneath a Random Rough Ground Using a New Semi-Analytical Mode Matching Inverse Method,” IEEE AP-S International Symposium and USNC/URSI National Radio Science Meeting, Washington, DC, 3-8 July 2005.
  4. El-Shanawee, Magda, Miller, Eric L., Firoozabadi, R., Miller, E. L., Rappaport C. M., and, Morgenthaler, A. W., “Inversion Algorithm for Reconstructing the Shape and Location of Three-Dimensional Malignant Breast Cancer Tumor,” IEEE AP-S International Symposium and USNC/URSI National Radio Science Meeting, Washington, DC, 3-8 July 2005.
  5. Boverman, Gregory, Miller, Eric L., Boas, David A., “Three-Dimensional Shape-Based Imaging in Diffuse Optical Tomography Using Spherical Harmonics,” OSA Topical Meeting on Signal Recovery and Synthesis, Charlotte NC, June 6-9, 2005
  6. 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
  7. El-Shenawee, Magda, Miller Eric L., “Microwave imaging of malignant breast cancer tumor based on optimization technique,” 16th International Zurich Symposium on Electromagnetic Compatibility, February 2005.Jaganathan, Anupama, Miller, Eric L., “On the Determination of Inconsistent Edges in Graph-Based Segmentation Algorithms,” 36th Asilomar Conference on Signals, Systems and Computers, October 2002.
  8. Xu, Xiaoyin and Miller, Eric L., “Adaptive Difference of Gaussians to Improve Subsurface Imagery”, IEEE International Conference on Image Processing, Rochester NY, October, 2002.
  9. Xu, Xiaoyin and Miller, Eric L., “Adaptive Two-Pass Median Filtering to Remove Impulsive Noise”, IEEE International Conference on Image Processing, Rochester NY, October, 2002.
  10. Jagannathan, Anupama and Miller, Eric L., “A Graph-Theoretic Approach to Multiscale Texture Segmentation”, IEEE International Conference on Image Processing, Rochester NY, October, 2002.
  11. Miled, Mohamed Khames and Miller, Eric L., “Extension Of Level-Set Curve Evolution Methods For Low-Sensitivity Imaging Problems”, IEEE International Conference on Image Processing, Rochester NY, October, 2002.
  12. Boverman, Gregory and Miller, Eric L., “Adjoint Field Methods For Non-Linear Tomographic Medical Imaging Problems”, IEEE International Conference on Image Processing, Rochester NY, October, 2002.
  13. Boverman, Greg, Miller, Eric L., Boas, David, “Three Dimensional Nonlinear Inversion for Diffuse Optical Tomography,” First International Symposium on Biomedical Imaging, Washington D.C., July 2002.
  14. Xu, Xiaoyin and Miller, Eric L, “Entropy Constrained Contrast Stretch to Enhance Remotely Sensed Imagery,” International Conference on Pattern Recognition, Quebec Canada, August 2002,
  15. Xu, Xiaoyin and Miller, Eric L., “Total Variation Regularization in Velocity Estimation in Target Localization by GPR Array,” Second IEEE Sensor Array and Multichannel (SAM) Signal Processing Workshop, Washington, D.C., August 2002.
  16. Miller, Eric L., “Towards a Unified Framework for Diffuse Wave Imaging,” 2002 Canadian Association of Physicists Congress, Laval Univ., Quebec Canada, June 2002.
  17. Xu, Xiaoyin and Miller, Eric L., “Adaptive Difference of Gaussians to Improve Subsurface Imagery”, IEEE International Geoscience and Remote Sensing Symposium, Toronto, CANADA, June 2002.
  18. Xu, Xiaoyin and Miller, Eric L., “Optimization of Migration Methods to Locate Buried Objects in a Lossy Medium”, IEEE International Geoscience and Remote Sensing Symposium, Toronto, CANADA, June 2002.
  19. Xu, Xiaoyin and Miller, Eric L., “On the use of histogram equalization and adaptive filtering to enhance ground penetrating radar imagery”, IEEE International Geoscience and Remote Sensing Symposium, Toronto, CANADA, June 2002.
  20. Cheng, Jie and Miller, Eric L., “Model-based Principal Component Techniques for Detection of Buried Landmines in Multiframe Synthetic Aperture Radar Images”, IEEE International Geoscience and Remote Sensing Symposium, Toronto, CANADA, June 2002.
  21. Boverman, Gregory, Miled, Mohamed Khames, Miller, Eric L., “Recent Work in Shape-Based Methods for Diffusive Inverse Problems,” 2002 IEEE AP-S International Symposium and USNC/URSI National Radio Science Meeting, June 2002, San Antonio TX.
  22. Boverman, Gregory, Miled, Mohamed Khames, Miller, Eric L., “Geometric Methods for Diffuse Wave Inverse Problems,” XII International Conference on Photoacoustic and Photothermal Phenomena, Toronto, CANADA, June 2002.
  23. Coric, Srdjan, Lesser Miriam, Miller, Eric L., Trepanier, Marc, “Parallel Beam Back Projection: An FPGA Implementation Optimized for Medical Imaging,” Tenth ACM International Symposium on Field-Programmable Gate Arrays, Monterey, CA, Feb. 2002
  24. Miller, Eric L. and Tarokh, Beeta , “A Model-Based Statistical Approach to the Localization, Classification and Characterization of UXO and UXO-like Items from Time an Frequency-Domain Induction Data”, 2001 Partners in Environmental Technology Technical Symposium and Workshop, November 27-29, 2001, Washington, DC
  25. Boverman, Gregory, Miled, Mohamed Khames, Miller, Eric L., “Recent Work in Shape-Based Methods for Diffusive Inverse Problems,” 2002 IEEE AP-S/USI Symposium, San Antonio Texas, June 2002.
  26. Zhan, H., Rappaport, C. R., Miller, Eric L., “Mine Detection under Rough Ground Surfaces using 2-D FDTD Modeling and Hypothesis Testing,” 2001 IEEE Antennas and Propagation International Symposium, Boston MA, July 2001.
  27. Miller, Eric L., “A Unified Statistically-Based Approach to the Modeling and Processing of EMI Time and Frequency Domain Sensor Data,” 2001 URSI Meeting, Boulder Colorado, January 2001.
  28. Hoge, Wm. Scott, Miller, Eric L., Lev-Ari, Hanoch, Brooks, Dana H., Panych, Lawrence P., Karl, W. Clem, “An Adaptive Image Estimation Framework for Low Order Dynamic Magnetic Resonance Imaging," IEEE 9th Annual DSP Workshop, October 15 - 18, 2000, Hunt, TX
  29. Brooks, D. H., Gaudette, R. J., Miller, E. L., DiMarzio, C. A., Boas, D., “An Admissible Solution Approach for Diffuse Optical Tomography,” 34th Asilomar Conference on Signals, Systems, and Computers, October 29 - November 1, 2000.
  30. Dufour, Roger, Miller Eric L., and Galatsanos, Nikolas, “Impulse Restoration Template Matching under Geometric Uncertainties,” IEEE International Conference on Image Processing, September, 2000.
  31. El-Shenawee, M., Miller, Eric L., and Rappaport, C. M., “Near Field Computations of Electromagnetic Wave Scattered from Objects Buried under 2-D Random Rough Surfaces,” 2000 IEEE AP-S International Symposium and URSI Radio Science Meeting, Salt Lake City, UT, 16-21 July 2000.
  32. Xu, Xiaoyin, Miller, Eric L., Sower, Gary, and Broach, J. Thomas, “Detection of Buried Mines from GPR Array Measurement: A Statistical Approach,” IEEE International Geoscience and Remote Sensing Symposium, July 2000.
  33. Xu, Xiaoyin and Miller, Eric L., “A Statistical Approach to Multichannel Blind Signal Detection for Ground Penetrating Radar Arrays,” IEEE Sensor Array and Multichannel (SAM) Signal Processing Workshop, March 16-17, 2000, Cambridge, Massachusetts
  34. Hoge, W. S., Brooks, D., Lev-Ari, H., Karl, W. C., Panych, L. P., and Miller, E. L., “Efficient Region of Interest Approximation for MR Image Acquisition” Proc. Int. Soc. of Magn. Reson. Med., 1644, 1999
  35. (Invited talk) Miller, Eric L. and Kilmer, Misha, “Statistical Methods for Shape-Based Inverse Scattering,” Proceedings of the 1999 IEEE Information Theory Workshop on Detection, Estimation, Classification, and Imaging, Santa Fe NM, February 24-26, 1999, p. 17.
  36. Belge, Murat, Kilmer, Misha E. and Miller, Eric L., “Efficient Selection of Multiple Regularization Parameters in a Generalized L-curve Framework,” Linear Algebra: Theory, Application, and Computation, a Conference in Honor of Robert J. Plemmons On the Occasion of His 60th Birthday, Wake Forest University, January 8-9, 1999. Abstract only.
  37. Miller, Eric L. and Karl, W. C. “Detection and Localization of Buried Objects from Near-Field Sensor Array Data: Physical Models and Statistical Processing,” Proceedings of the IEEE International Conference on Image Processing, Chicago Il., October 1998, Paper WA09_06.
  38. Dufour, Roger and Miller, Eric L. ”Image Restoration with 1/f-type Fractal Models and Statistical Estimation of the Model Parameters,” Proceedings of the IEEE International Conference on Image Processing, Chicago Il., October 1998, Paper TA03_04.
  39. Belge, Murat and Miller, Eric L. “Wavelet Domain Image Restoration Using Edge Preserving Prior Models,” Proceedings of the IEEE International Conference on Image Processing, Chicago Il., October 1998, Paper TA03\_07.
  40. (Invited talk) Miller, Eric L., Nicolaides, Lena, and Mandelis, Andreas, “Nonlinear Inverse Scattering Methods for Thermal Wave Slice Tomography,” Proceedings of the Third International Workshop Advances in Signal Processing for Non Destructive Evaluation of Materials, Quebec, CA, August, 1997, pp. 49--56.
  41. Miller, Eric L., “Efficient Methods for the Solution and Analysis of Statistical Linear Inverse Problems in the Wavelet Transform Domain,” Proceedings of the Conference on Information Sciences and Systems, Baltimore, Maryland, March 1997, pp. 574--575.
  42. Dufour, Roger M. Jr. and Miller, Eric L., “Statistical Estimation with 1/f-Type Prior Models: Robustness to Mismatch and Efficient Model Determination,” Proceedings of the IEEE International Conference on Acoustic, Speech, and Signal Processing, Atlanta, GA, May 1996, Vol. 5, pp. 2491--2494.
  43. Miller, Eric L., “A Scale-Recursive, Statistically-Based Method for Anomaly Characterization in Images Based upon Observations of Scattered Radiation,” Proceedings of the IEEE International Conference on Image Processing, Washington D.C., November 1995, Vol. 1, pp. 490--493.
  44. Miller, Eric L. and Willsky, Alan S., “A Multiscale, Decision-Theoretic Algorithm for Anomaly Detection in Images Based upon Scattered Radiation,” Proceedings of the IEEE International Conference on Image Processing, Austin, Texas, November 1994, Vol. 1, pp. 845--849.
  45. Miller, Eric L. and Willsky, Alan S., “A Multiscale Approach to the Solution of One Dimensional Linear Inverse Problems,” Proceedings of the IEEE-SP Symposium on Time-Frequency and Time-Scale Analysis, Victoria, BC, Canada, October, 1992, pp.129--132.
Non- or Lightly- Refereed Conference Papers
  1. Hyde, Damon, Miller, Eric L., Brooks, Dana H., “Analysis and Exploitation of Matrix Structure Arising in Linearized Inverse Scattering,” SIAM Annual Meeting, New Orleans LA, July 11-15, 2005.
  2. Miller, Eric L., Karbeyaz, Basak, Cleveland, Robin, “Reduced Complexity Geometry-Based Born Inversion for Frequency Domain Ultrasonic Monitoring of Cancer Treatment,” SIAM Conference on Computational Science and Engineering, Orlando FL., February 12-15, 2005.
  3. Firoozabadi, R., Miller, E. L., Rappaport C. M., and, Morgenthaler, A. W., “New inverse method for simultaneous reconstruction of object buried beneath rough ground and the ground surface structure using SAMM forward model,” Proc. SPIE Vol. 5674, Computational Imaging III, Charles A. Bouman, Eric L. Miller; Eds., March 2005, p. 382-393.Xu, Xiaoyin and Miller, Eric L., “A Statistical Approach to Localize Buried Objects from Ground Penetrating Radar Arrays,” Proceedings of the Progress in Electromagnetics Symposium, Cambridge, MA, July 2002.
  4. Boverman Gregory and Miller, Eric L., “Adjoint-Field Methods for Shape-Based and Image-Based Diffuse Wave Inverse Problems” Proceedings of the Progress in Electromagnetics Symposium, Boston, MA , July 2002.
  5. Miled, Mohamed Khames and Miller, Eric L., “Level Set Methods for Cross-Borehole ERT” Proceedings of the Progress in Electromagnetics Symposium, Boston, MA , July 2002.
  6. Cheng, Jie and Miller, Eric L., “Model-Based Principal Component Techniques for Detection of Buried Landmines in Multiframe Synthetic Aperture Radar Images”, SPIE Proc.: Detection and Remediation Technologies for Mine and Minelike Targets VII AeroSense Symposium, Orlando FL, April, 2002.
  7. Miled, Mohamed Khames, B. H., Miller, Eric L., “Geometric Inversion Methods for 3D Resistance Tomography,” First SIAM Conference on Imaging Science, Boston MA., March 2002.
  8. Miller, Eric L., Brooks, Dana, Kilmer, Misha, Brooks, Dana, Boas, David, “Shape-Based Image Reconstruction,” First SIAM Conference on Imaging Science, Boston MA., March 2002.
  9. Dufour, R. M., Miller, E. L., Galatsanos, N. P., “Target detection and classification using a deformable template library,”, SPIE Proc. Automatic Target Recognition XI, Vol. 4379, Orlando FL, April 2001.
  10. Miller, Eric L., “ Options for Statistical Classification of Buried Objects from Spatially Sampled Time or Frequency Domain EMI Data,” SPIE Proc.: Detection and Remediation Technologies for Mine and Minelike Targets VI, Vol. 4394, pp. 97--107, Orlando FL, April 2001.
  11. Xu, Xiaoyin, Miller, Eric L., “A Statistical Method to Localize Buried Landmines from GPR Array Measurements,” SPIE Proc.: Detection and Remediation Technologies for Mine and Minelike Targets VI, Vol. 4394, pp. 742--753, Orlando FL, April 2001.
  12. Ozdemir, Mustafa, Miller, Eric L., Witten, Alan, “Electromagnetic Modeling and Physics-based Processing Methods for Subsurface Object Characterization from Broadband Electromagnetic Induction Data” Proceedings of the Progress in Electromagnetics Symposium, Boston, MA , July 2000.
  13. Xu, Xiaoyin, and Miller, Eric L., “A Statistical Approach to Object Detection from Ground Penetrating Radar Arrays,” Proceedings of the Progress in Electromagnetics Symposium, Boston, MA , July 2000.
  14. Miller, Eric L., “Multiscale, adaptive methods for reduced order inverse scattering,” Proceedings of the Progress in Electromagnetics Symposium, Boston, MA , July 2000.
  15. Dorn, Oliver, Miller, Eric L., and Rappaport, Carey, “A Nonlinear Shape Reconstruction Algorithm For Cross-Borehole Electromagnetic Tomography Using Adjoint Fields And Level Sets,” Proceedings of the Progress in Electromagnetics Symposium, Boston, MA , July 2000.
  16. Ozdemir, Mustafa, Miller, Eric L., and Witten, Alan “Clutter modeling and estimation methods for low metal content mine characterization from broadband electromagnetic induction data,” Proceedings SPIE AeroSense Symposium, Detection Technologies for Mines and Minelike Targets V, Abinash C. Dubey, James F. HarveyJ. Thomas Broach, and Regina E. Dugan editors, Orlando Fl., April 2000.
  17. Xu, Xiaoyin, Miller, Eric L., and Sower, Gary, “Combined High-dimensional analysis of variance(HANOVA) and Sequential Probability Ratio Test(SPRT) to Detect Buried Mines,” Proceedings SPIE AeroSense Symposium, Detection Technologies for Mines and Minelike Targets V, Abinash C. Dubey, James F. Harvey, J. Thomas Broach, and Regina E. Dugan editors, Orlando Fl., April 2000.
  18. Dufour, Roger, Miller, Eric L., and Galatsanos, Nikolas, “Geometric parameter estimation with a multiscale template library,” Proceedings SPIE AeroSense Symposium, Automatic Target Recognition X, Firooz A. Sadjadi, editor, Orlando Fl., April 2000.
  19. (Invited talk) Miller, Eric L. “Frequency Recursive Layer Stripping Methods for Photothermal Depth Profilometry Problems,” Gordon Conference on Photoacoustic and Photothermal Phenomena Colby-Sawyer College, New London, NH June 27-July 2, 1999.
  20. Rappaport, C. M., Wu, S., Kilmer, M. E., Miller, E. L.,, “Distinguishing Shape Details of Buried Non-Metallic Minelike Objects with GPR,” Proceedings SPIE AeroSense Symposium, Detection Technologies for Mines and Minelike Targets IV, Abinash C. Dubey, James F. Harvey, J. Thomas Broach, and Regina E. Dugan editors, Vol. 3710, Orlando Fl., April 1999, 1419--1428.
  21. Shi, Pengyu and Miller, Eric L. “Baseband Wiener Filter Processing for Mine Detection from Scanned Laser Induced Acoustic Data,” Proceedings SPIE AeroSense Symposium, Detection Technologies for Mines and Minelike Targets IV, Abinash C. Dubey, James F. Harvey, J. Thomas Broach, and Regina E. Dugan editors, Vol. 3710, Orlando Fl., April 1999, 1373--1384.
  22. Raemer, H. R., Rappaport, C. M., Miller, E. L., “Nearfield and Timing Effects in Simulation of Focused Array Radar Signals from a Mine in Subsurface Clutter,” Proceedings SPIE AeroSense Symposium, Detection Technologies for Mines and Minelike Targets IV, Abinash C. Dubey, James F. Harvey, J. Thomas Broach, and Regina E. Dugan editors, Vol. 3710, Orlando Fl., April 1999, 1289--1300.
  23. Weisenseel, R. A., Karl, W. C., Castanon, D. A., Miller, E. L., Rappaport, C. M., and Dimarzio, C. A. “Statistical Fusion of GPR and EMI Data,” Proceedings SPIE AeroSense Symposium, Detection Technologies for Mines and Minelike Targets IV, Abinash C. Dubey, James F. Harvey, J. Thomas Broach, and Regina E. Dugan editors Vol. 3710, Orlando Fl., April 1999, 1179--1187.
  24. Xu, Xiaoyin, Miller, Eric L. and Rappaport, Carey, “Statistically based Sequential Detection of Buried Mines from Array Ground Penetrating Radar Data,” Proceedings SPIE Aero-Sense Symposium, Detection Technologies for Mines and Minelike Targets IV, Abinash C. Dubey, James F. Harvey, J. Thomas Broach, and Regina E. Dugan editors, Vol. 3710, Orlando Fl., April 1999, pp. 1063--1074.
  25. Ozdemir, Mustafa, Miller, Eric L., Norton, Stephen J., “Localization and Characterization of Buried Objects from Multi-Frequency, Array Inductive Data,” Proceedings SPIE AeroSense Symposium, Detection Technologies for Mines and Minelike Targets IV, Abinash C. Dubey, James F. Harvey, J. Thomas Broach, and Regina E. Dugan editors, Vol. 3710, Orlando Fl., April 1999, pp. 26--36.
  26. Li, Wen, Dimarzio, Charles A., McKnight, Stephen W., Sauermann, Gerhard O., Miller, Eric L., “Laser-Induced Acoustic Imaging of Underground Objects” Proc. SPIE Environmental Monitoring and Remediation Technologies, Tuan Vo-Dinh; Robert L. Spellicy, Vol. 3534, Feb. 1999, pp. 328-336.
  27. Kilmer, Misha E., Miller, Eric L., et al, “Direct Object Localization and Characterization from Diffuse Photon Density Wave Data,” Proceedings SPIE, Optical Tomography and Spectroscopy of Tissue III, Britton Chance, Roberto R. Alfano, and Bruce J. Tromberg editors, Vol. 3597, January 24--28, 1999, pp. 45--54.
  28. Gaudette, R. J., Boas, D. A., Brooks, D. H. , DiMarzio, C. A., Kilmer, M. E., Miller, E. L., “Comparison of Linear Reconstruction Techniques for 3D DPDW Imaging of Absorption Coefficient,” Proceedings SPIE, Optical Tomography and Spectroscopy of Tissue III, Britton Chance, Roberto R. Alfano, and Bruce J. Tromberg editors, Vol. 3597, January 24--28, 1999, pp. 55--66.
  29. Belge, Murat Kilmer, Misha, and Miller, Eric L., “Simultaneous Multiple Regularization Parameter Selection By Means of the L-Hypersurface with Applications to Linear Inverse Problems Posed in the Wavelet Transform Domain,” Proceedings SPIE International Symposium on Optical Science, Engineering, and Instrumentation: Bayesian Inference for Inverse Problems, July. 1998, pp. 328--336.
  30. Rappaport, Carey M., Marengo, Edwin, and Miller, Eric L. ”Conductivity Profile Optimization for the PML ABC in FDFD,” Proceedings of the Progress in Electromagnetics Symposium, Nantes, France, July 1998, Vol. 1, p. 307.
  31. Johansen, Peter, Rappaport, C. M., Devaney, A. J. and Miller, Eric L. “Electromagnetic Inversion for Multi-Bistatic Ground Penetrating Radar,” Proceedings of the Progress in Electromagnetics Symposium, Nantes, France, July 1998, Vol. 2, p. 862.
  32. (Invited talk) Miller, Eric L., Karl, W. C. ”On the Detection of Buried Objects from Inductive Arrays,” 1998 Proceedings of the Progress in Electromagnetics Symposium, Nantes, France, July 1998, Vol. 2, p. 861.
  33. (Invited talk) Sahin, Adnan and Miller, Eric L. “High Resolution Processing Algorithms for Near Field Object Detection: Performance Bounds and Sensitivity Analyses,” 1998 Proceedings of the Progress in Electromagnetics Symposium, Nantes, France, July 1998, Vol. 1, p. 445.
  34. Raemer, Harold, Rappaport, Carey, and Miller, Eric, “Frequency Domain Simulation of Focused Array Radar Returns from Buried Mines in Clutter,” Proceedings SPIE AeroSense Symposium, Detection Technologies for Mines and Minelike Targets III, Abinash C. Dubey, James T. Harvey and J. Thomas Broach editors, Vol. 3392, Orlando Fl., April 13--17 1998, pp. 754--764.
  35. Miller, Eric L., Karl, W. C. , and Norton, Stephen J., “On the Detection of Buried Mines from Array Inductive Measurements,” Proceedings SPIE AeroSense Symposium, Detection Technologies for Mines and Minelike Targets III, Abinash C. Dubey, James T. Harvey and J. Thomas Broach editors, Vol. 3392, Orlando Fl., April 13--17 1998, pp. 2--13.
  36. Sahin, Adnan and Miller, Eric L., “Performance Bounds for Matched Field Processing in Subsurface Object Detection Applications,” Proceedings SPIE AeroSense Symposium, Detection Technologies for Mines and Minelike Targets III, Abinash C. Dubey, James T. Harvey and J. Thomas Broach editors, Vol. 3392, Orlando Fl., April 13--17 1998, pp.794--807.
  37. Winton, Scott C., Sahin, Adnan, Rappaport, Carey M., and Miller, Eric L., “Comparison of a Recursive T Matrix Method and the FDTD Method for Scattering Problems in Lossy Dispersive Soil,” Proceedings SPIE AeroSense Symposium, Detection Technologies for Mines and Minelike Targets III, Abinash C. Dubey, James T. Harvey and J. Thomas Broach editors, Vol. 3392, Orlando Fl., April 13--17 1998, pp.33-40.
  38. Raemer, H., and Miller, Eric L., “Signal Processing for Sub-Surface Object Detection,” Proceedings of the 1997 North American Radio Science Meeting, Montreal, CA, July 1997, p. 390.
  39. (Invited talk) Sahin, Adnan, and Miller, Eric L., “Efficient T-Matrix Methods for GPR Forward Modeling,” Proceedings of the Progress in Electromagnetics Symposium, Boston, MA, July 1997, p. 338.
  40. (Invited talk) Sahin, Adnan, and Miller, Eric L., “GPR Localization of Buried, Multiple Objects Using High Resolution Array Processing,” Proceedings of the Progress in Electromagnetics Symposium, Boston, MA, July 1997, p. 575.
  41. (Invited talk) Miller, Eric L., Mandelis, Andreas, and Nicolaides, “Reduced Complexity, Newton-Type Methods for Nonlinear Inverse Scattering Problems,” Proceedings of the Progress in Electromagnetics Symposium, Boston, MA, July 1997, p. 38.
  42. Sahin, Adnan, and Miller, Eric L., “Object-Based Localization of Buried Objects Using High-Resolution Array Processing Techniques,” SPIE AeroSense Symposium, Detection Technologies for Mines and Minelike Targets II, Orlando Fl., April 1996, pp.409--419.
  43. (Invited Paper) Miller, Eric L. and Willsky, Alan S., “Wavelet-Based, Stochastic Inverse Scattering Methods Using the Extended Born Approximation,” Proceedings of the Progress in Electromagnetics Research Symposium, Seattle, Washington, July, 1995, p. 322.
  44. Miller, Eric L. and Willsky, Alan S., “Wavelet Transforms and Multiscale Statistical Modeling Techniques for the Solution of Multisensor Inverse Problems,” Proceedings SPIE International Symposium on OE/Aerospace Sensing, Wavelets Applications Conference, Orlando, FL, 1994, pp. 28--39.
  45. Miller, Eric et al., “Multiresolution Signal Processing” The IMA Conference on Multiscale Stochastic Processes Analyzed using Multifractals and Wavelets, Cambridge England, March, 1993, abstract only.

Theses

Doctorates

  1. Basak Ulker Karbeyaz, Modeling and Geometric Inverse Methods for Wideband Ultrasonic Imaging, September 2005.
  2. Anupama Jagannathan, Segmentation and recognition of 3D point clouds within graph-theoretic and thermodynamic frameworks, August 2005.
  3. Ashley Beeta Tarokh, Shape-based methods for linear inverse problems, July 2005.
  4. Roger Dufour, "Target Classification and Parameter Estimation with a Deformable Template Library", PhD Thesis, Department of Electrical and Computer Engineering, Northeastern University, Boston MA, May 2003.
  5. 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, December 2002.
  6. 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, May 2001.
  7. 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, August, 1999.
  8. 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, August, 1998.

Masters

  1. Andrey Krokhin, Super-resolution processing of infrared imagery, MS Thesis, Department of Electrical and Computer Engineering, Northeastern University, Boston, MA, September 2005.
  2. 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, October, 2004
  3. Greg Boverman, "Modeling and Nonlinear Inversion for Freuqnecy Domain Diffuse Optical Tomography," MS Thesis, Department of Electrical and Computer Engineering, Northeastern University, Boston, MA, June, 2003
  4. 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, May, 2003.
  5. 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, May, 2001.
  6. 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, March, 2001.
  7. 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, March 2001.
  8. 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.
  9. 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, March 1998
  10. Tzipora Halevi, "Statistical Methods for Object Detection in a Three Dimensional Volume," MS Thesis, Department of Electrical and Computer Engineering, Northeastern University, Boston, MA, August, 1997
  11. Roger Dufour, "Statistical Estimation with 1/f-type prior models," MS Thesis, Department of Electrical and Computer Engineering, Northeastern University, Boston, MA, June 1997.