Dawn Kilheffer Clark Hall 301 (410) 516-3826 dawn@cis.jhu.edu
Education
Ph.D.Electrical Engineering, University of Southern California, Los Angeles, 1982 - 1986
M.S.Electrical Engineering, University of Southern California, Los Angeles, 1981 - 1982
B.S.Electrical and Electronic Engineering, National Technical University of Athens, Greece, 1976 - 1981
Experience
Professor of Electrical and Computer Engineering, The Johns Hopkins University.
1997 - Present
Professor of Mathematics and Applied Statistics, The Johns Hopkins University.
2001 - Present
Professor Whitaker Biomedical Engineering Institute, The Johns Hopkins University.
2002 - Present
Associate Professor of Electrical and Computer Engineering, The Johns Hopkins University.
1992 - 1997
Assistant Professor of Electrical and Computer Engineering, The Johns Hopkins University.
1986 - 1992
Research Assistant, Electrical Engineering-Systems, University of Southern California, Los Angeles.
1981 - 1986
Grants and Contracts
Identification and Sensitivity Analysis of Complex Interaction Networks, National Science Foundation $369,296Status: Awarded/Active
July 01, 2008 - June 31, 2011
Presentations
John Goutsias: Sensitivity Analysis of Complex Biochemical Reaction Systems JHU School of Public Health. June 25, 2008. (Invited)
John Goutsias: Sensitivity Analysis of Complex Biochemical Reaction Systems Workshop on Modeling and Analysis of Biological Networks. The Uniersity of Texas MD Anderson Cancer Center and University of Houston. May 15, 2008. (Invited)
John Goutsias: Modeling Cellular regulation: Methods, Issues, and Challenges IEEE/NLM Life Science Systems and Applications Workshop. NIH, Bethesda, MD. July 13, 2006. (Invited)
John Goutsias: A Discrete Model for Transcriptional Regulation Workshop on Discrete Models for Genetic Regulatory Networks. Hilton Conference Center, Texas A&M University. November 06, 2003. (Invited)
John Goutsias: A Theoretical Tour of Connectivity in Image Processing and Analysis First SIAM Conference on Imaging Science. Boston, Massachusetts. March 04, 2003. (Invited)
J. Goutsias: Morphologically Constrained GRFs: Applications to Texture Synthesis and Analysis Department of Statistics, University of Glasgow. Glasgow, Scotland. June, 2001. (Invited)
John Goutsias: Sensitivity Analysis of Complex Biochemical Reaction Systems University of Delaware. . (Invited)
John Goutsias: Sensitivity Analysis of Complex Biochemical Reaction Systems North Carolina State University. . (Invited)
Professional Activities
Guest Editor. IEEE Journal of Selected Topics in Signal Processing, Special Issue on Genomic and Proteomic Signal Processing.
Reviewer: National Science Foundation, Journal of Chemical Physics, Biophysical Journal, Journal of Mathematical Imaging and Vision, European Journal of Biochemistry, Journal of Physical Chemistry, PLoS Computational Biology, IEEE Transactions on Information Theory, ISSM
Panelist, National Science Foundation, DSP Bioinformatics Program.
Panelist, Evaluation of Competence Center for Information and Communication Technologies, COMET Program, Austrian Science Fund.
Janet Effler, PhD Thesis Committee
El-Sayed Ibrahim, PhD Thesis Committee (Reader)
Lijie Liu, PhD Thesis Committee
Reviewer, Biophysical Journal, Journal of Mathematical Imaging and Vision, IEEE Selected Topics in Signal Processing, Journal of Chemical Physics.
Co-organizer, Conference on Information Sciences and Systems (CISS), Baltimore, MD, March 18-20, 2009.
Program Committee: Workshop on Genomic Signal Processing and Statistics (GENSIPS), Minneapolis, MN, May 17-21, 2009
Guest Editor, IEEE Transactions on SIgnal Processing, Special issue on Genomic Signal Processing.
Editor: Journal of Mathematical Imaging and Vision
Associate Editor: IEEE Transactions on Signal Processing (1991-1993)
Associate Editor: IEEE Transactions on Image Processing (1995-1997)
Associate Editor: Journal of Visual Communication and Image Representation
Associate Editor: IEEE Transactions on Pattern Analysis and Machine Intelligence
Associate Editor. EURASIP Journal on Bioinformatics
and Systems Biology
Reviewer: IEEE Transactions on Signal Processing, IEEE Transactions on Image Processing, IEEE Transactions on Pattern Analysis and Machine Intelligence, IEEE Transactions on Computational Biology and Bioinformatics, Bioinformatics, National Science Foundation, National Institutes of Health
Reviewer, IEEE Transctions on Image Processing, IEEE Transactions on Pattern Analysis and Machine Intelligence, Bioinformatics, SIAM Journal of Applied Mathematics.
Reviewer: Applied Probability, Computer Vision and Image Understanding, Graphical Models and Image Processing, Journal of Electronic Imaging, Journal of Mathematical Imaging and Vision, Journal of Visual Communication and Image Rperesentation, Optical Engineering
Reviewer: Bioinformatics, National Science Foundation, IEEE/ACM Transactions on Computational
Biology and Bioinformatics
Reviewer: Bioinformatics, National Institutes of Health, National Science Foundation, Journal of Chemical Physics, European Journal of Biochemistry, Journal of Physical Chemistry
Conference Co-Chair: Conference on Information Sciences and Systems, Baltimore, MD, March 21-23, 2001
Conference Program/Organizing Committee Member: 2001 IEEE-EURASIP Workshop on Nonlinear Signal and Image Processing, Baltimore, Maryland, June 3-6, 2001
Conference Program/Organizing Committee Member: Scale-Space'01, IEEE Workshop on Scale-Space and Morphology in Computer Vision, University of British Columbia, Vancouver, Canada, July 7-8, 2001
Conference Program/Organizing Committee Member: International Symposium on Mathematical Morphology and its Applications to Image and Signal Processing VI, Sydney, Australia, April 3-5, 2002
Conference Co-Chair: Workshop on Genomic Signal Processing and Statistics (GENSIPS), Baltimore, MD, May 26-28, 2004
Conference Program/Organizing Committee Member: Scale-Space'03, IEEE Workshop on Scale-Space Theories in
Computer Vision, Isle of Skye, Scotland, United Kingdom, June 10-12, 2003
Conference Program/Organizing Committee Member: International Conference on Acoustics, Speech, and Signal
Processing (ICASSP), Montreal, Canada, May 17-21, 2004
Organizer: SIAM Minisymposium on Mathematical Problems in Image Analysis,
Joint Mathematics Meetings (SIAM -MAA),Baltimore, Maryland, January 15-18, 2003
Conference Program/Organizing Committee Member: International Symposium on Mathematical Morphology and its Applications to Image and Signal Processing VIII, Rio de Janeiro, Brazil, October 10-13, 2007
Conference Co-Chair: Workshop on Genomic Signal Processing and Statistics (GENSIPS), New Port, RI, May 22-25, 2005
Conference Program/Organizing Committee Member: International Symposium on Mathematical Morphology and its Applications to Image and Signal Processing VII, Paris, France, April 18-20, 2005
Conference Program/Organizing Committee Member, IEEE International Conference on Image Processing
(ICIP), Genoa, Italy, September 10-14, 2005
Research Interests
Image analysis
Shape analysis
Modeling Biochemical Regulatory Systems
Genomic Signal Processing and Analysis
Bionformatics
Computational Systems Biology
Computational Functional Genomics
Genomic Signal Processing
Publications: All Publications
Mendel, J.M. and Goutsias, J.. "One-Dimensional Normal-Incidence Inversion: A Solution Procedure for Band-Limited and Noisy Data". Proceedings of the IEEE74. 3 (1986):401-414
Goutsias, J. and Mendel, J.M. "Maximum-Likelihood Deconvolution: An Optimization Theory Perspective". Geophysics51. 6 (1986):1206-1220
Goutsias, J. and Mendel, J.M.. "Inverse Problems in Two-Dimensional Acoustic Media: A Linear Imaging Model". Journal of the Acoustical Society of America81. 5 (1987):1471-1485
Goutsias, J. and Mendel, J.M.. "Optimal Simultaneous Detection and Estimation of Filtered Discrete Semi-Markov Chains". IEEE Transactions on Information Theory34. 3 (1988):551-568
Goutsias, J.. "Mutually Compatible Gibbs Random Fields". IEEE Transactions on Information Theory35. 6 (1989):1233-1249
Goutsias, J. and Mendel, J.M.. "Simultaneous Optimal Segmentation and Model Estimation of Nonstationary Noisy Images". IEEE Transactions on Pattern Analysis and Machine Intelligence11. 9 (1989):990-998
Davidson, F. and Goutsias, J. Proceedings of the 25 Annual Conference on Information Sciences and Systems, Baltimore, MD. 1991.
Goutsias, J.. "A Theoretical Analysis of Monte Carlo Algorithms for the Simulation of Gibbs Random Field Images". IEEE Transactions on Information Theory37. 6 (1991):1618-1628
Goutsias, J.. "Unilateral Approximation of Gibbs Random Field Images". Computer Vision, Graphics, and Image Processing: Graphical Models and Image Processing53. 3 (1991):240-257
Goutsias, J. and Schonfeld, D.. "Morphological Representation of Discrete and Binary Images". IEEE Transactions on Signal Processing39. 6 (1991):1369-1379
Schonfeld, D. and Goutsias, J.. "On the Morphological Representation of Binary Images in a Noisy Environment". Journal of Visual Communication and Image Represention2. 1 (1991):17-30
Schonfeld, D. and Goutsias, J.. "Optimal Morphological Pattern Restoration from Noisy Binary Images". IEEE Transactions on Pattern Analysis and Machine Intelligence13. 1 (1991):14-29
Berry, J.R. and Goutsias, J.. "A Comparative Study of Matrix Measures for Maximum Likelihood Texture Classification". IEEE Transactions on Systems, Man, and Cybernetics21. 1 (1991):252-261
Goutsias, J.. "Morphological Analysis of Discrete Random Shapes". Journal of Mathematical Imaging and Vision2. 2-3 (1992):193-215
Potamianos, G. and Goutsias, J.. "Partition Function Estimation of Gibbs Random Field Images using Monte Carlo Simulations". IEEE Transactions on Information Theory39. 4 (1993):1322-1332
J. Goutsias. "Author's Reply to "Comments on `A Theoretical Analysis of Monte Carlo Algorithms for the Simulation of Gibbs Random Field Images ". IEEE Transactions on Information Theory39. 1 (1993):310-311
Kong, X. and Goutsias, J.. "A Study of Pyramidal Techniques for Image Representation and Compression". Journal of Visual Commication and Image Representation5. 2 (1994):190-203
Goutsias, J., Heijmans, H.J.A.M. and Sivakumar, K.. "Morphological Operators for Image Sequences". Computer Vision and Image Understanding62. 3 (1995):326-346
Sivakumar, K. and Goutsias, J.. "Binary Random Fields, Random Closed Sets and Morphological Sampling". IEEE Transactions on Image Processing5. 6 (1996):899-912
Sivakumar, K. and Goutsias, J.. "Discrete Morphological Size Distributions and Densities: Estimation Techniques and Applications". Journal of Electronic Imaging6. 1 (1997):31-53
Sivakumar, K. and Goutsias, J.. "On the Discretization of Morphological Operators". Journal of Visual Communication and Image Representation8. 1 (1997):39-49
Goutsias, J., Mahler, R.P.S., and Nguyen, H.T. Random Sets: Theory and Applications. IMA Volumes in Mathematics and its Applications. Springer, 1997.
Potamianos, G. and Goutsias, J.. "Stochastic Approximation Algorithms for Partition Function Estimation of Gibbs Random Fields". IEEE Transactions on Information Theory43. 6 (1997):1948-1965
Banerji, A. and J. Goutsias. "A Morphological Approach to Automatic Mine Detection Problems". IEEE Transactions on Aerospace and Electronic Systems34. 4 (1998):1085-1096
Goutsias, J. and Sivakumar, K.. "A Multiresolution Morphological Approach to Stochastic Image Modeling". CWI Quarterly11. 4 (1998):347-369
Sivakumar, K. and Goutsias, J.. "Morphologically Constrained Gibbs Random Fields: Applications to Texture Synthesis and Analysis". IEEE Transactions on Pattern Analysis and Machine Intelligence21. 2 (1999):99-113
Goutsias, J. and Heijmans, H.J.A.M. Mathematical Morphology. IOS Press, 2000.
Goutsias, J., Vincent,, L., and Bloomberg, D.S. Mathematical Morphology and Its Applications to Image and Signal Processing. Kluwer Academic Publishers, 2000.
Goutsias, J. and Heijmans, H.J.A.M.. "Fundamenta Morphologicae Mathematicae". Fundamenta Informaticae41 (2000):1-31
Sivakumar, K. and Goutsias, J.. "A Morphological Estimator for Clique Potentials of Binary Markov Random Fields". IEEE Signal Processing Letters9. 11 (2000):1862-1876
Goutsias, J. and Heijmans, H.J.A.M.. "Nonlinear Multiresolution Signal Decomposition Schemes. Part 1. Morphological Pyramids". IEEE Transactions on Image Processing9. 11 (2000):1862-1876
Heijmans, H.J.A.M. and Goutsias, J.. "Nonlinear Multiresolution Signal Decomposition Schemes. Part 2. Morphological Wavelets". IEEE Transactions on Image Processing9. 11 (2000):1897-1913
Goutsias, J. and Batman, S. "Morphological Methods for Biomedical Image Analysis." Handbook of Medical Imaging. SPIE Optical Engineering Press, 2000. 175-272.
Heijmans, H.J.A.M., Kamstra, L., Piella, G. and Goutsias, J. "Building Nonlinear Wavelets." Fourth Quinquennial Review 1996-2001. Dutch Society for Pattern Recognition and Image Processing, 2001. 381-398.
Goutsias, J. and Iglesias, P.A. Proceedings of the 35 Annual Conference on Information Sciences and Systems, Baltimore, MD. 2001.
Braga-Neto, U. and Goutsias, J.. "Connectivity on Complete Lattices: New Results". Computer Vision and Image Understanding85 (2002):22-53
Batman, S. and Goutsias, J.. "Unsupervised Iterative Detection of Land Mines in Highly Cluttered Environments". IEEE Transactions on Image Processing12. 5 (2003):509-523
Braga-Neto, U. and Goutsias, J.. "A Theoretical Tour of Connectivity in Image Processing and Analysis". Journal of Mathematical Imaging and Vision19 (2003):5-31
Braga-Neto, U. and Goutsias, J.. "A Multiscale Approach to Connectivity". Computer Vision and Image Understanding89 (2003):70-107
Goutsias, J. and Kim, S.. "A Nonlinear Discrete Dynamical Model for Transcriptional Regulation: Construction and Properties". Biophysical Journal86 (2004):1922-1945
Braga-Neto, U. and Goutsias, J.. "Supremal Multiscale Signal Analysis". SIAM Journal of Mathematical Analysis36. 1 (2004):94-120
Braga-Neto, U., Choudhary, M., and Goutsias, J.. "Automatic Target Detection and Tacking in Forward-looking Infrared Image Sequences Using Morphological Conected Operators". Journal of Electronic Imaging13. 4 (2004):802-813
Braga-Neto, U. and Goutsias, J.. "Grayscale Level Connectivity: Theory and Applications". IEEE Transactions on Image Processing13. 12 (2004):1567-1580
Heijmans, H.J.A.M and Goutsias, J. "Morphological Decomposition Systems with Perfect Reconstruction: From Pyramids to Wavelets." Lecture Notes in Statistics. Springer, 2005. 279-314.
Braga-Neto, U. and Goutsias, J. "Object-based Image Analysis Using Multiscale Connectivity". IEEE Transactions on Pattern Analysis and Machine Intelligence27. 6 (2005):892-907
Braga-Neto, U. and Goutsias, J. "Constructing Multiscale Connectivities". Computer Vision and Image Understanding99 (2005):126-150
Goutsias, J.. "Quasieqilibrium Approximation of Fast Reaction Kinetics in Stochastic Biochemical Systems". The Journal of Computational Physics122. 184102 (2005):1-15
Goutsias, J. and Kim, S. "Stochastic Transcriptional Regulatory Systems with Time Delays: A Mean-field Approximation". Journal of Computational Biology13. 5 (2006):1049-1076
Goutsias, J. "A Hidden Markov Model for Transcriptional Regulation is Single Cells". IEEE/ACM Transactions on Computational Biology and Bioinformatics3. 1 (2006):57-71
Goutsias, J. and Lee, N. H.. "Computational and Experimental Approaches for Modeling Gene Regulatory Networks". Current Pharmaceutical Design13. 14 (2007):1415-1436
Goutsias, J.. "Classical versus Stochastic Kinetics Modeling of Biochemical Reaction Systems". Biophysical Journal92 (2007):2350-2365
Publications: Books
Goutsias, J. and Iglesias, P.A. Proceedings of the 35 Annual Conference on Information Sciences and Systems, Baltimore, MD. 2001.
Goutsias, J. and Heijmans, H.J.A.M. Mathematical Morphology. IOS Press, 2000.
Goutsias, J., Vincent,, L., and Bloomberg, D.S. Mathematical Morphology and Its Applications to Image and Signal Processing. Kluwer Academic Publishers, 2000.
Goutsias, J., Mahler, R.P.S., and Nguyen, H.T. Random Sets: Theory and Applications. IMA Volumes in Mathematics and its Applications. Springer, 1997.
Davidson, F. and Goutsias, J. Proceedings of the 25 Annual Conference on Information Sciences and Systems, Baltimore, MD. 1991.
Publications: Book Chapters
Heijmans, H.J.A.M and Goutsias, J. "Morphological Decomposition Systems with Perfect Reconstruction: From Pyramids to Wavelets." Lecture Notes in Statistics. Springer, 2005. 279-314.
Heijmans, H.J.A.M., Kamstra, L., Piella, G. and Goutsias, J. "Building Nonlinear Wavelets." Fourth Quinquennial Review 1996-2001. Dutch Society for Pattern Recognition and Image Processing, 2001. 381-398.
Goutsias, J. and Batman, S. "Morphological Methods for Biomedical Image Analysis." Handbook of Medical Imaging. SPIE Optical Engineering Press, 2000. 175-272.
Publications: Journals
Goutsias, J. and Lee, N. H.. "Computational and Experimental Approaches for Modeling Gene Regulatory Networks". Current Pharmaceutical Design13. 14 (2007):1415-1436
Goutsias, J.. "Classical versus Stochastic Kinetics Modeling of Biochemical Reaction Systems". Biophysical Journal92 (2007):2350-2365
Goutsias, J. and Kim, S. "Stochastic Transcriptional Regulatory Systems with Time Delays: A Mean-field Approximation". Journal of Computational Biology13. 5 (2006):1049-1076
Goutsias, J. "A Hidden Markov Model for Transcriptional Regulation is Single Cells". IEEE/ACM Transactions on Computational Biology and Bioinformatics3. 1 (2006):57-71
Braga-Neto, U. and Goutsias, J. "Object-based Image Analysis Using Multiscale Connectivity". IEEE Transactions on Pattern Analysis and Machine Intelligence27. 6 (2005):892-907
Braga-Neto, U. and Goutsias, J. "Constructing Multiscale Connectivities". Computer Vision and Image Understanding99 (2005):126-150
Goutsias, J.. "Quasieqilibrium Approximation of Fast Reaction Kinetics in Stochastic Biochemical Systems". The Journal of Computational Physics122. 184102 (2005):1-15
Goutsias, J. and Kim, S.. "A Nonlinear Discrete Dynamical Model for Transcriptional Regulation: Construction and Properties". Biophysical Journal86 (2004):1922-1945
Braga-Neto, U. and Goutsias, J.. "Supremal Multiscale Signal Analysis". SIAM Journal of Mathematical Analysis36. 1 (2004):94-120
Braga-Neto, U., Choudhary, M., and Goutsias, J.. "Automatic Target Detection and Tacking in Forward-looking Infrared Image Sequences Using Morphological Conected Operators". Journal of Electronic Imaging13. 4 (2004):802-813
Braga-Neto, U. and Goutsias, J.. "Grayscale Level Connectivity: Theory and Applications". IEEE Transactions on Image Processing13. 12 (2004):1567-1580
Batman, S. and Goutsias, J.. "Unsupervised Iterative Detection of Land Mines in Highly Cluttered Environments". IEEE Transactions on Image Processing12. 5 (2003):509-523
Braga-Neto, U. and Goutsias, J.. "A Theoretical Tour of Connectivity in Image Processing and Analysis". Journal of Mathematical Imaging and Vision19 (2003):5-31
Braga-Neto, U. and Goutsias, J.. "A Multiscale Approach to Connectivity". Computer Vision and Image Understanding89 (2003):70-107
Braga-Neto, U. and Goutsias, J.. "Connectivity on Complete Lattices: New Results". Computer Vision and Image Understanding85 (2002):22-53
Goutsias, J. and Heijmans, H.J.A.M.. "Fundamenta Morphologicae Mathematicae". Fundamenta Informaticae41 (2000):1-31
Sivakumar, K. and Goutsias, J.. "A Morphological Estimator for Clique Potentials of Binary Markov Random Fields". IEEE Signal Processing Letters9. 11 (2000):1862-1876
Goutsias, J. and Heijmans, H.J.A.M.. "Nonlinear Multiresolution Signal Decomposition Schemes. Part 1. Morphological Pyramids". IEEE Transactions on Image Processing9. 11 (2000):1862-1876
Heijmans, H.J.A.M. and Goutsias, J.. "Nonlinear Multiresolution Signal Decomposition Schemes. Part 2. Morphological Wavelets". IEEE Transactions on Image Processing9. 11 (2000):1897-1913
Sivakumar, K. and Goutsias, J.. "Morphologically Constrained Gibbs Random Fields: Applications to Texture Synthesis and Analysis". IEEE Transactions on Pattern Analysis and Machine Intelligence21. 2 (1999):99-113
Banerji, A. and J. Goutsias. "A Morphological Approach to Automatic Mine Detection Problems". IEEE Transactions on Aerospace and Electronic Systems34. 4 (1998):1085-1096
Goutsias, J. and Sivakumar, K.. "A Multiresolution Morphological Approach to Stochastic Image Modeling". CWI Quarterly11. 4 (1998):347-369
Sivakumar, K. and Goutsias, J.. "Discrete Morphological Size Distributions and Densities: Estimation Techniques and Applications". Journal of Electronic Imaging6. 1 (1997):31-53
Sivakumar, K. and Goutsias, J.. "On the Discretization of Morphological Operators". Journal of Visual Communication and Image Representation8. 1 (1997):39-49
Potamianos, G. and Goutsias, J.. "Stochastic Approximation Algorithms for Partition Function Estimation of Gibbs Random Fields". IEEE Transactions on Information Theory43. 6 (1997):1948-1965
Sivakumar, K. and Goutsias, J.. "Binary Random Fields, Random Closed Sets and Morphological Sampling". IEEE Transactions on Image Processing5. 6 (1996):899-912
Goutsias, J., Heijmans, H.J.A.M. and Sivakumar, K.. "Morphological Operators for Image Sequences". Computer Vision and Image Understanding62. 3 (1995):326-346
Kong, X. and Goutsias, J.. "A Study of Pyramidal Techniques for Image Representation and Compression". Journal of Visual Commication and Image Representation5. 2 (1994):190-203
Potamianos, G. and Goutsias, J.. "Partition Function Estimation of Gibbs Random Field Images using Monte Carlo Simulations". IEEE Transactions on Information Theory39. 4 (1993):1322-1332
J. Goutsias. "Author's Reply to "Comments on `A Theoretical Analysis of Monte Carlo Algorithms for the Simulation of Gibbs Random Field Images ". IEEE Transactions on Information Theory39. 1 (1993):310-311
Goutsias, J.. "Morphological Analysis of Discrete Random Shapes". Journal of Mathematical Imaging and Vision2. 2-3 (1992):193-215
Goutsias, J.. "A Theoretical Analysis of Monte Carlo Algorithms for the Simulation of Gibbs Random Field Images". IEEE Transactions on Information Theory37. 6 (1991):1618-1628
Goutsias, J.. "Unilateral Approximation of Gibbs Random Field Images". Computer Vision, Graphics, and Image Processing: Graphical Models and Image Processing53. 3 (1991):240-257
Goutsias, J. and Schonfeld, D.. "Morphological Representation of Discrete and Binary Images". IEEE Transactions on Signal Processing39. 6 (1991):1369-1379
Schonfeld, D. and Goutsias, J.. "On the Morphological Representation of Binary Images in a Noisy Environment". Journal of Visual Communication and Image Represention2. 1 (1991):17-30
Schonfeld, D. and Goutsias, J.. "Optimal Morphological Pattern Restoration from Noisy Binary Images". IEEE Transactions on Pattern Analysis and Machine Intelligence13. 1 (1991):14-29
Berry, J.R. and Goutsias, J.. "A Comparative Study of Matrix Measures for Maximum Likelihood Texture Classification". IEEE Transactions on Systems, Man, and Cybernetics21. 1 (1991):252-261
Goutsias, J.. "Mutually Compatible Gibbs Random Fields". IEEE Transactions on Information Theory35. 6 (1989):1233-1249
Goutsias, J. and Mendel, J.M.. "Simultaneous Optimal Segmentation and Model Estimation of Nonstationary Noisy Images". IEEE Transactions on Pattern Analysis and Machine Intelligence11. 9 (1989):990-998
Goutsias, J. and Mendel, J.M.. "Optimal Simultaneous Detection and Estimation of Filtered Discrete Semi-Markov Chains". IEEE Transactions on Information Theory34. 3 (1988):551-568
Goutsias, J. and Mendel, J.M.. "Inverse Problems in Two-Dimensional Acoustic Media: A Linear Imaging Model". Journal of the Acoustical Society of America81. 5 (1987):1471-1485
Mendel, J.M. and Goutsias, J.. "One-Dimensional Normal-Incidence Inversion: A Solution Procedure for Band-Limited and Noisy Data". Proceedings of the IEEE74. 3 (1986):401-414
Goutsias, J. and Mendel, J.M. "Maximum-Likelihood Deconvolution: An Optimization Theory Perspective". Geophysics51. 6 (1986):1206-1220
301 Clark Hall
3400 N. Charles Street
Baltimore, MD 21218
Office: (410) 516-3826
Fax: (410)516-4594 webmaster@cis.jhu.edu