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John Goutsias
Articles in Scholarly Journals [Incomplete List]
Classical versus Stochastic Kinetics Modeling of Biochemical Reaction Systems
Biophysical Journal, vol. 92, no. 7, pp. 2350–2365, 2007
Computational and Experimental Approaches for Modeling Gene Regulatory Networks
Current Pharmaceutical Design, vol. 13, no. 14, pp. 1415–1436, 2007
Guest Editorial Genomic Signal Processing
IEEE Transactions on Signal Processing, vol. 54, no. 6, pp. 2373–2374, 2006
Stochastic Transcriptional Regulatory Systems with Time Delays: A Mean-Field Approximation
Journal of Computational Biology, vol. 13, no. 5, pp. 1049–1076, 2006
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
Constructing multiscale connectivities
Computer Vision and Image Understanding, vol. 99, no. 1, pp. 126–150, 2005
Quasiequilibrium approximation of fast reaction kinetics in stochastic biochemical systems
The Journal of Chemical Physics, vol. 122, no. 18, p. 184102, 2005
Object-Based Image Analysis Using Multiscale Connectivity
IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 27, no. 6, pp. 892–907, 2005
Grayscale Level Connectivity: Theory and Applications
IEEE Transactions on Image Processing, vol. 13, no. 12, pp. 1567–1580, 2004
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
Supremal Multiscale Signal Analysis
SIAM Journal on Mathematical Analysis, vol. 36, no. 1, p. 94, 2004
Unsupervised iterative detection of land mines in highly cluttered environments
IEEE Transactions on Image Processing, vol. 12, no. 5, pp. 509–523, 2003
A multiscale approach to connectivity
Computer Vision and Image Understanding, vol. 89, no. 1, pp. 70–107, 2003
Journal of Mathematical Imaging and Vision, vol. 19, no. 1, pp. 5–31, 2003
Connectivity on Complete Lattices: New Results
Computer Vision and Image Understanding, vol. 85, no. 1, pp. 22–53, 2002
Nonlinear multiresolution signal decomposition schemes. I. Morphological pyramids
IEEE Transactions on Image Processing, vol. 9, no. 11, pp. 1862–1876, 2000
Nonlinear multiresolution signal decomposition schemes. II. Morphological wavelets
IEEE Transactions on Image Processing, vol. 9, no. 11, pp. 1897–1913, 2000
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
A morphological approach to automatic mine detection problems
IEEE Transactions on Aerospace and Electronic Systems, vol. 34, no. 4, pp. 1085–1096, 1998
Stochastic approximation algorithms for partition function estimation of Gibbs random fields
IEEE Transactions on Information Theory, vol. 43, no. 6, pp. 1948–1965, 1997
On the Discretization of Morphological Operators
Journal of Visual Communication and Image Representation, vol. 8, no. 1, pp. 39–49, 1997
Discrete morphological size distributions and densities: estimation techniques and applications
Journal of Electronic Imaging, vol. 6, no. 1, p. 31, 1997
Binary random fields, random closed sets, and morphological sampling
IEEE Transactions on Image Processing, vol. 5, no. 6, pp. 899–912, 1996
Morphological Operators for Image Sequences
Computer Vision and Image Understanding, vol. 62, no. 3, pp. 326–346, 1995
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
Morphological analysis of discrete random shapes
Journal of Mathematical Imaging and Vision, vol. 2, no. 2-3, pp. 193–215, 1992
Unilateral approximation of Gibbs random field images
CVGIP: Graphical Models and Image Processing, vol. 53, no. 3, pp. 240–257, 1991
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
Morphological representation of discrete and binary images
IEEE Transactions on Signal Processing, vol. 39, no. 6, pp. 1369–1379, 1991
Optimal morphological pattern restoration from noisy binary images
IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 13, no. 1, pp. 14–29, 1991
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
Mutually compatible Gibbs random fields
IEEE Transactions on Information Theory, vol. 35, no. 6, pp. 1233–1249, 1989
Optimal simultaneous detection and estimation of filtered discrete semi-Markov chains
IEEE Transactions on Information Theory, vol. 34, no. 3, pp. 551–568, 1988
Maximum-likelihood deconvolution: An optimization theory perspective
Geophysics, vol. 51, no. 6, p. 1206, 1986