John Goutsias

Articles in Scholarly Journals [Incomplete List]

  1. Classical versus Stochastic Kinetics Modeling of Biochemical Reaction Systems
    Biophysical Journal, vol. 92, no. 7, pp. 2350–2365, 2007
  2. Computational and Experimental Approaches for Modeling Gene Regulatory Networks
    Current Pharmaceutical Design, vol. 13, no. 14, pp. 1415–1436, 2007
  3. Guest Editorial Genomic Signal Processing
    IEEE Transactions on Signal Processing, vol. 54, no. 6, pp. 2373–2374, 2006
  4. Stochastic Transcriptional Regulatory Systems with Time Delays: A Mean-Field Approximation
    Journal of Computational Biology, vol. 13, no. 5, pp. 1049–1076, 2006
  5. A Hidden Markov Model for Transcriptional Regulation in Single Cells
    IEEE/ACM Transactions on Computational Biology and Bioinformatics, vol. 3, no. 1, pp. 57–71, 2006
  6. Constructing multiscale connectivities
    Computer Vision and Image Understanding, vol. 99, no. 1, pp. 126–150, 2005
  7. Quasiequilibrium approximation of fast reaction kinetics in stochastic biochemical systems
    The Journal of Chemical Physics, vol. 122, no. 18, p. 184102, 2005
  8. Object-Based Image Analysis Using Multiscale Connectivity
    IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 27, no. 6, pp. 892–907, 2005
  9. Grayscale Level Connectivity: Theory and Applications
    IEEE Transactions on Image Processing, vol. 13, no. 12, pp. 1567–1580, 2004
  10. Automatic target detection and tracking in forward-looking infrared image sequences using morphological connected operators
    Journal of Electronic Imaging, vol. 13, no. 4, p. 802, 2004
  11. Supremal Multiscale Signal Analysis
    SIAM Journal on Mathematical Analysis, vol. 36, no. 1, p. 94, 2004
  12. Unsupervised iterative detection of land mines in highly cluttered environments
    IEEE Transactions on Image Processing, vol. 12, no. 5, pp. 509–523, 2003
  13. A multiscale approach to connectivity
    Computer Vision and Image Understanding, vol. 89, no. 1, pp. 70–107, 2003
  14. Journal of Mathematical Imaging and Vision, vol. 19, no. 1, pp. 5–31, 2003
  15. Connectivity on Complete Lattices: New Results
    Computer Vision and Image Understanding, vol. 85, no. 1, pp. 22–53, 2002
  16. Nonlinear multiresolution signal decomposition schemes. I. Morphological pyramids
    IEEE Transactions on Image Processing, vol. 9, no. 11, pp. 1862–1876, 2000
  17. Nonlinear multiresolution signal decomposition schemes. II. Morphological wavelets
    IEEE Transactions on Image Processing, vol. 9, no. 11, pp. 1897–1913, 2000
  18. Morphologically constrained GRFs: applications to texture synthesis and analysis
    IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 21, no. 2, pp. 99–113, 1999
  19. A morphological approach to automatic mine detection problems
    IEEE Transactions on Aerospace and Electronic Systems, vol. 34, no. 4, pp. 1085–1096, 1998
  20. Stochastic approximation algorithms for partition function estimation of Gibbs random fields
    IEEE Transactions on Information Theory, vol. 43, no. 6, pp. 1948–1965, 1997
  21. On the Discretization of Morphological Operators
    Journal of Visual Communication and Image Representation, vol. 8, no. 1, pp. 39–49, 1997
  22. Discrete morphological size distributions and densities: estimation techniques and applications
    Journal of Electronic Imaging, vol. 6, no. 1, p. 31, 1997
  23. Binary random fields, random closed sets, and morphological sampling
    IEEE Transactions on Image Processing, vol. 5, no. 6, pp. 899–912, 1996
  24. Morphological Operators for Image Sequences
    Computer Vision and Image Understanding, vol. 62, no. 3, pp. 326–346, 1995
  25. Partition function estimation of Gibbs random field images using Monte Carlo simulations
    IEEE Transactions on Information Theory, vol. 39, no. 4, pp. 1322–1332, 1993
  26. Morphological analysis of discrete random shapes
    Journal of Mathematical Imaging and Vision, vol. 2, no. 2-3, pp. 193–215, 1992
  27. Unilateral approximation of Gibbs random field images
    CVGIP: Graphical Models and Image Processing, vol. 53, no. 3, pp. 240–257, 1991
  28. A comparative study of matrix measures for maximum likelihood texture classification
    IEEE Transactions on Systems, Man, and Cybernetics, vol. 21, no. 1, pp. 252–261, 1991
  29. Morphological representation of discrete and binary images
    IEEE Transactions on Signal Processing, vol. 39, no. 6, pp. 1369–1379, 1991
  30. Optimal morphological pattern restoration from noisy binary images
    IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 13, no. 1, pp. 14–29, 1991
  31. Simultaneous optimal segmentation and model estimation of nonstationary noisy images
    IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 11, no. 9, pp. 990–998, 1989
  32. Mutually compatible Gibbs random fields
    IEEE Transactions on Information Theory, vol. 35, no. 6, pp. 1233–1249, 1989
  33. Optimal simultaneous detection and estimation of filtered discrete semi-Markov chains
    IEEE Transactions on Information Theory, vol. 34, no. 3, pp. 551–568, 1988
  34. Maximum-likelihood deconvolution: An optimization theory perspective
    Geophysics, vol. 51, no. 6, p. 1206, 1986