John K. Goutsias

Orcid: 0000-0002-0192-3857

Affiliations:
  • Johns Hopkins University, USA


According to our database1, John K. Goutsias authored at least 66 papers between 1985 and 2019.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2019
Ranking genomic features using an information-theoretic measure of epigenetic discordance.
BMC Bioinform., 2019

2018
An information-theoretic approach to the modeling and analysis of whole-genome bisulfite sequencing data.
BMC Bioinform., 2018

2014
Intrinsic Noise Induces Critical Behavior in Leaky Markovian Networks Leading to Avalanching.
PLoS Comput. Biol., 2014

2013
Identifying deregulated TF/miRNA negative and double-negative feedback loops in prostate cancer.
Proceedings of the IEEE Global Conference on Signal and Information Processing, 2013

Statistical validation of parametric approximations to the master equation.
Proceedings of the 2013 Asilomar Conference on Signals, 2013

2011
Thermodynamically consistent model calibration in chemical kinetics.
BMC Syst. Biol., 2011

Dynamics on networks: Chemical reactions as a unifying framework.
Proceedings of the Conference Record of the Forty Fifth Asilomar Conference on Signals, 2011

2010
A comparison of approximation techniques for variance-based sensitivity analysis of biochemical reaction systems.
BMC Bioinform., 2010

Thermodynamically consistent Bayesian analysis of closed biochemical reaction systems.
BMC Bioinform., 2010

A screening method for dimensionality reduction in biochemical reaction system calibration.
Proceedings of the 2010 IEEE International Workshop on Genomic Signal Processing and Statistics, 2010

On Constructing Thermodynamically Consistent Parametrizations of Kinetic Models.
Proceedings of the 10th IEEE International Conference on Bioinformatics and Bioengineering, 2010

2008
Introduction to the Issue on Genomic and Proteomic Signal Processing.
IEEE J. Sel. Top. Signal Process., 2008

2006
A Hidden Markov Model for Transcriptional Regulation in Single Cells.
IEEE ACM Trans. Comput. Biol. Bioinform., 2006

Stochastic Transcriptional Regulatory Systems with Time Delays: A Mean-Field Approximation.
J. Comput. Biol., 2006

2005
Object-Based Image Analysis Using Multiscale Connectivity.
IEEE Trans. Pattern Anal. Mach. Intell., 2005

Constructing multiscale connectivities.
Comput. Vis. Image Underst., 2005

2004
Grayscale level connectivity: theory and applications.
IEEE Trans. Image Process., 2004

Supremal Multiscale Signal Analysis.
SIAM J. Math. Anal., 2004

Automatic target detection and tracking in forward-looking infrared image sequences using morphological connected operators.
J. Electronic Imaging, 2004

2003
Unsupervised iterative detection of land mines in highly cluttered environments.
IEEE Trans. Image Process., 2003

A Theoretical Tour of Connectivity in Image Processing and Analysis.
J. Math. Imaging Vis., 2003

A multiscale approach to connectivity.
Comput. Vis. Image Underst., 2003

2002
Connectivity on Complete Lattices: New Results.
Comput. Vis. Image Underst., 2002

2000
Nonlinear multiresolution signal decomposition schemes. II. Morphological wavelets.
IEEE Trans. Image Process., 2000

Nonlinear multiresolution signal decomposition schemes. I. Morphological pyramids.
IEEE Trans. Image Process., 2000

A morphological estimator for clique potentials of binary Markov random fields.
IEEE Signal Process. Lett., 2000

Fundamenta Morphologicae Mathematicae.
Fundam. Informaticae, 2000

Morphological Pyramids and Wavelets Based on the Quincunx Lattice.
Proceedings of the 5th International Symposium on Mathematical Morphology and its Applications to Image and Signal Processing, 2000

Multiresolution Connectivity: An Axiomatic Approach.
Proceedings of the 5th International Symposium on Mathematical Morphology and its Applications to Image and Signal Processing, 2000

1999
Morphologically Constrained GRFs: Applications to Texture Synthesis and Analysis.
IEEE Trans. Pattern Anal. Mach. Intell., 1999

1998
Map Estimation of a Class of Morphologically Constrained Gibbs Random Fields.
Proceedings of the 1998 IEEE International Conference on Image Processing, 1998

An Axiomatic Approach to Multiresolution Signal Decomposition.
Proceedings of the 1998 IEEE International Conference on Image Processing, 1998

Statistical Inference for a Stochastic Multiresolution Image Decomposition Scheme.
Proceedings of the 1998 IEEE International Conference on Image Processing, 1998

Some thoughts on morphological pyramids and wavelets.
Proceedings of the 9th European Signal Processing Conference, 1998

1997
Stochastic approximation algorithms for partition function estimation of Gibbs random fields.
IEEE Trans. Inf. Theory, 1997

On the Discretization of Morphological Operators.
J. Vis. Commun. Image Represent., 1997

Discrete morphological size distributions and densities: estimation techniques and applications.
J. Electronic Imaging, 1997

Morphologically Constrained Gibbs Random Fields.
Proceedings of the Proceedings 1997 International Conference on Image Processing, 1997

1996
Binary random fields, random closed sets, and morphological sampling.
IEEE Trans. Image Process., 1996

Morphological Sampling of Random Closed Sets.
Proceedings of the 3th International Symposium on Mathematical Morphology and its Applications to Image and Signal Processing, 1996

1995
Morphological Operators for Image Sequences.
Comput. Vis. Image Underst., 1995

On the morphological analysis of binary random fields.
Proceedings of the Proceedings 1995 International Conference on Image Processing, 1995

1994
A Study of Pyramidal Techniques for Image Representation and Compression.
J. Vis. Commun. Image Represent., 1994

Monte Carlo Estimation of Morphological Granulometric Discrete Size Distributions.
Proceedings of the 2nd International Symposium on Mathematical Morphology and Its Applications to Image Processing, 1994

Stochastic Pyramids for Multiscale Signal Synthesis and Analysis.
Proceedings of the Proceedings 1994 International Conference on Image Processing, 1994

1993
Partition function estimation of Gibbs random field images using Monte Carlo simulations.
IEEE Trans. Inf. Theory, 1993

Author's Reply to 'Comments on A Theoretical Analysis of Monte Carlo Algorithms for the Simulation of Gibbs Random Field Images'.
IEEE Trans. Inf. Theory, 1993

An analysis of Monte Carlo methods for likelihood estimation of Gibbsian images.
Proceedings of the IEEE International Conference on Acoustics, 1993

1992
Morphological analysis of discrete random shapes.
J. Math. Imaging Vis., 1992

1991
Morphological representation of discrete and binary images.
IEEE Trans. Signal Process., 1991

A comparative study of matrix measures for maximum likelihood texture classification.
IEEE Trans. Syst. Man Cybern., 1991

A theoretical analysis of Monte Carlo algorithms for the simulation of Gibbs random field images.
IEEE Trans. Inf. Theory, 1991

Optimal Morphological Pattern Restoration from Noisy Binary Images.
IEEE Trans. Pattern Anal. Mach. Intell., 1991

On the morphological representation of binary images in a noisy environment.
J. Vis. Commun. Image Represent., 1991

Unilateral approximation of Gibbs random field images.
CVGIP Graph. Model. Image Process., 1991

A novel method for computing the partition function of Markov random field images using Monte Carlo simulations.
Proceedings of the 1991 International Conference on Acoustics, 1991

1990
Robust morphological representation of binary images.
Proceedings of the 1990 International Conference on Acoustics, 1990

1989
Mutually compatible Gibbs random fields.
IEEE Trans. Inf. Theory, 1989

Simultaneous Optimal Segmentation and Model Estimation of Nonstationary Noisy Images.
IEEE Trans. Pattern Anal. Mach. Intell., 1989

Image coding via morphological transformations: a general theory.
Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 1989

1988
Optimal simultaneous detection and estimation of filtered discrete semi-Markov chains.
IEEE Trans. Inf. Theory, 1988

Mutually compatible Gibbs images: properties, simulation and identification.
Proceedings of the IEEE International Conference on Acoustics, 1988

A comparative study of two useful discrete-valued random fields for the statistical modeling of images.
Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 1988

1987
Semi-Markov random field models for image segmentation.
Proceedings of the IEEE International Conference on Acoustics, 1987

1986
One-dimensional normal-incidence inversion: A solution procedure for band-limited and noisy data.
Proc. IEEE, 1986

1985
A fast maximum-likelihood estimation and detection algorithm for Bernoulli-Gaussian processes.
Proceedings of the IEEE International Conference on Acoustics, 1985


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