John Goutsias

Publication Activity (10 Years)

Years Active: 1985-2019
Publications (10 Years): 2

Top Topics

Individual Features

Statistical Analysis

Kernel Density Estimators

Computational Approaches

Top Venues

Publications

W. Garrett Jenkinson, Jordi Abante, Michael A. Koldobskiy, Andrew P. Feinberg, John Goutsias
Ranking genomic features using an information-theoretic measure of epigenetic discordance. BMC Bioinform. 20 (1) (2019)
W. Garrett Jenkinson, Jordi Abante, Andrew P. Feinberg, John Goutsias
An information-theoretic approach to the modeling and analysis of whole-genome bisulfite sequencing data. BMC Bioinform. 19 (1) (2018)
W. Garrett Jenkinson, John Goutsias
Statistical validation of parametric approximations to the master equation. ACSSC (2013)
Ali Sobhi-Afshar, Joseph Xu, John Goutsias
Identifying deregulated TF/miRNA negative and double-negative feedback loops in prostate cancer. GlobalSIP (2013)
W. Garrett Jenkinson, John Goutsias
Thermodynamically consistent model calibration in chemical kinetics. BMC Syst. Biol. 5 (2011)
W. Garrett Jenkinson, John Goutsias
Dynamics on networks: Chemical reactions as a unifying framework. ACSCC (2011)
W. Garrett Jenkinson, John Goutsias
A screening method for dimensionality reduction in biochemical reaction system calibration. GENSiPS (2010)
W. Garrett Jenkinson, Xiaogang Zhong, John Goutsias
Thermodynamically consistent Bayesian analysis of closed biochemical reaction systems. BMC Bioinform. 11 (2010)
Hong-Xuan Zhang, John Goutsias
A comparison of approximation techniques for variance-based sensitivity analysis of biochemical reaction systems. BMC Bioinform. 11 (2010)
W. Garrett Jenkinson, John Goutsias
On Constructing Thermodynamically Consistent Parametrizations of Kinetic Models. BIBE (2010)
Dan Schonfeld, John Goutsias, Ilya Shmulevich, Ioan Tabus, Ahmed H. Tewfik
Introduction to the Issue on Genomic and Proteomic Signal Processing. IEEE J. Sel. Top. Signal Process. 2 (3) (2008)
John Goutsias, Seungchan Kim
Stochastic Transcriptional Regulatory Systems with Time Delays: A Mean-Field Approximation. J. Comput. Biol. 13 (5) (2006)
Ulisses M. Braga-Neto, John Goutsias
Constructing multiscale connectivities. Comput. Vis. Image Underst. 99 (1) (2005)
Ulisses M. Braga-Neto, John Goutsias
Object-Based Image Analysis Using Multiscale Connectivity. IEEE Trans. Pattern Anal. Mach. Intell. 27 (6) (2005)
Ulisses M. Braga-Neto, John Goutsias
Supremal Multiscale Signal Analysis. SIAM J. Math. Anal. 36 (1) (2004)
Ulisses M. Braga-Neto, Manish Choudhary, John Goutsias
Automatic target detection and tracking in forward-looking infrared image sequences using morphological connected operators. J. Electronic Imaging 13 (4) (2004)
Ulisses M. Braga-Neto, John Goutsias
Multiresolution Connectivity: An Axiomatic Approach. ISMM (2000)
Henk J. A. M. Heijmans, John Goutsias
Morphological Pyramids and Wavelets Based on the Quincunx Lattice. ISMM (2000)
Krishnamoorthy Sivakumar, John Goutsias
A morphological estimator for clique potentials of binary Markov random fields. IEEE Signal Process. Lett. 7 (5) (2000)
Krishnamoorthy Sivakumar, John Goutsias
A Morphological Estimator for Clique Potentials of Binary Markov Random Fields. ICIP (2000)
John Goutsias, Henk J. A. M. Heijmans
Fundamenta Morphologicae Mathematicae. Fundam. Informaticae 41 (1-2) (2000)
Krishnamoorthy Sivakumar, John Goutsias
Morphologically Constrained GRFs: Applications to Texture Synthesis and Analysis. IEEE Trans. Pattern Anal. Mach. Intell. 21 (2) (1999)
Ashish Banerji, John Goutsias
Statistical Inference for a Stochastic Multiresolution Image Decomposition Scheme. ICIP (1) (1998)
Krishnamoorthy Sivakumar, John Goutsias
Map Estimation of a Class of Morphologically Constrained Gibbs Random Fields. ICIP (2) (1998)
John Goutsias, Henk J. A. M. Heijmans
An Axiomatic Approach to Multiresolution Signal Decomposition. ICIP (2) (1998)
Krishnamoorthy Sivakumar, John Goutsias
Discrete morphological size distributions and densities: estimation techniques and applications. J. Electronic Imaging 6 (1) (1997)
Krishnamoorthy Sivakumar, John Goutsias
Morphologically Constrained Gibbs Random Fields. ICIP (2) (1997)
Krishnamoorthy Sivakumar, John Goutsias
On the Discretization of Morphological Operators. J. Vis. Commun. Image Represent. 8 (1) (1997)
Krishnamoorthy Sivakumar, John Goutsias
Morphological Sampling of Random Closed Sets. ISMM (1996)
Krishnamoorthy Sivakumar, John Goutsias
On the morphological analysis of binary random fields. ICIP (1995)
Krishnamoorthy Sivakumar, John Goutsias
Monte Carlo Estimation of Morphological Granulometric Discrete Size Distributions. ISMM (1994)
John Goutsias
Stochastic Pyramids for Multiscale Signal Synthesis and Analysis. ICIP (1) (1994)
Xuan Kong, John Goutsias
A Study of Pyramidal Techniques for Image Representation and Compression. J. Vis. Commun. Image Represent. 5 (2) (1994)
Gerasimos Potamianos, John Goutsias
An analysis of Monte Carlo methods for likelihood estimation of Gibbsian images. ICASSP (5) (1993)
John Goutsias
Morphological analysis of discrete random shapes. J. Math. Imaging Vis. 2 (2-3) (1992)
Dan Schonfeld, John Goutsias
Optimal Morphological Pattern Restoration from Noisy Binary Images. IEEE Trans. Pattern Anal. Mach. Intell. 13 (1) (1991)
Gerasimos Potamianos, John Goutsias
A novel method for computing the partition function of Markov random field images using Monte Carlo simulations. ICASSP (1991)
John Goutsias, Dan Schonfeld
Morphological representation of discrete and binary images. IEEE Trans. Signal Process. 39 (6) (1991)
Jon R. Berry Jr., John Goutsias
A comparative study of matrix measures for maximum likelihood texture classification. IEEE Trans. Syst. Man Cybern. 21 (1) (1991)
Dan Schonfeld, John Goutsias
Robust morphological representation of binary images. ICASSP (1990)
John Goutsias
Unilateral approximation of Gibbs random field images. ICASSP (1990)
John Goutsias
A comparative study of two useful discrete-valued random fields for the statistical modeling of images. CVPR (1988)
John Goutsias
Mutually compatible Gibbs images: properties, simulation and identification. ICASSP (1988)
John Goutsias, Jerry M. Mendel
Semi-Markov random field models for image segmentation. ICASSP (1987)
Jerry M. Mendel, John Goutsias
One-dimensional normal-incidence inversion: A solution procedure for band-limited and noisy data. Proc. IEEE 74 (3) (1986)
Chong-Yung Chi, John Goutsias, Jerry M. Mendel
A fast maximum-likelihood estimation and detection algorithm for Bernoulli-Gaussian processes. ICASSP (1985)