Ercan E. Kuruoglu

According to our database1, Ercan E. Kuruoglu authored at least 88 papers between 1992 and 2019.

Collaborative distances:



In proceedings 
PhD thesis 




Generalized Bayesian Model Selection for Speckle on Remote Sensing Images.
IEEE Trans. Image Processing, 2019

Beyond trans-dimensional RJMCMC with a case study in impulsive data modeling.
Signal Processing, 2018

How Do Detected Objects Affect the Noise Distribution of Terahertz Security Images?
IEEE Access, 2018

Bayesian Volterra system identification using reversible jump MCMC algorithm.
Signal Processing, 2017

Variance analysis of unbiased complex-valued ℓp-norm minimizer.
Signal Processing, 2017

Nonlinear model selection for PARMA processes using RJMCMC.
Proceedings of the 25th European Signal Processing Conference, 2017

Time-Dependent Gene Network Modelling by Sequential Monte Carlo.
IEEE/ACM Trans. Comput. Biology Bioinform., 2016

Variance analysis of unbiased least ℓp-norm estimator in non-Gaussian noise.
Signal Processing, 2016

Stable Graphical Models.
Journal of Machine Learning Research, 2016

Bayesian estimation of polynomial moving average models with unknown degree of nonlinearity.
Proceedings of the 24th European Signal Processing Conference, 2016

Optimum linear regression in additive Cauchy-Gaussian noise.
Signal Processing, 2015

Special Issue in Honour of William J. (Bill) Fitzgerald.
Digital Signal Processing, 2015

Estimation of the nonlinearity degree for polynomial autoregressiv processes with RJMCMC.
Proceedings of the 23rd European Signal Processing Conference, 2015

Evidence of a cancer type-specific distribution for consecutive somatic mutation distances.
Computational Biology and Chemistry, 2014

Density parameter estimation for additive Cauchy-Gaussian mixture.
Proceedings of the IEEE Workshop on Statistical Signal Processing, 2014

Estimation under additive Cauchy-Gaussian noise using Markov chain Monte Carlo.
Proceedings of the IEEE Workshop on Statistical Signal Processing, 2014

Understanding Elderly Needs for Designing a Digitally Extended Environment via Tablets.
Proceedings of the HCI International 2014 - Posters' Extended Abstracts, 2014

Time-varying ARMA stable process estimation using sequential Monte Carlo.
Signal, Image and Video Processing, 2013

A novel algorithm for image denoising based on unscented Kalman filtering.
IJICT, 2013

Dependent component analysis.
EURASIP J. Adv. Sig. Proc., 2013

Using Generic Order Moments for separation of dependent sources with linear conditional expectations.
Proceedings of the 21st European Signal Processing Conference, 2013

Robust data clustering by learning multi-metric Lq-norm distances.
Expert Syst. Appl., 2012

Digital Signal Processing, 2012

Modeling enzymatic reactions via chemical Langevin-Levy equation.
Proceedings of the 20th Signal Processing and Communications Applications Conference, 2012

Time Varying Dynamic Bayesian Network for Nonstationary Events Modeling and Online Inference.
IEEE Trans. Signal Processing, 2011

Alpha-Stable Channel Capacity.
IEEE Communications Letters, 2011

Bayesian MAP detection of extragalactic point sources in microwave astronomical images.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

A multi-sensor network for the protection of cultural heritage.
Proceedings of the 19th European Signal Processing Conference, 2011

Adaptive Langevin Sampler for Separation of t-Distribution Modelled Astrophysical Maps.
IEEE Trans. Image Processing, 2010

Bayesian source separation for cosmology.
IEEE Signal Process. Mag., 2010

Modelling with mixture of symmetric stable distributions using Gibbs sampling.
Signal Processing, 2010

Modeling non-Gaussian time-varying vector autoregressive processes by particle filtering.
Multidim. Syst. Sign. Process., 2010

New challenges in source separation for cosmology images.
Proceedings of the 10th International Conference on Information Sciences, 2010

Separating Reflections from a Single Image Using Spatial Smoothness and Structure Information.
Proceedings of the Latent Variable Analysis and Signal Separation, 2010

Dependent Component Analysis for Cosmology: A Case Study.
Proceedings of the Latent Variable Analysis and Signal Separation, 2010

Non-stationary t-Distribution Prior for Image Source Separation from Blurred Observations.
Proceedings of the Latent Variable Analysis and Signal Separation, 2010

Blind source separation from multi-channel observations with channel-variant spatial resolutions.
Proceedings of the 18th European Signal Processing Conference, 2010

Bayesian factor analysis using Gaussian mixture sources, with application to separation of the cosmic microwave background.
Proceedings of the 2nd International Workshop on Cognitive Information Processing, 2010

Bayesian Separation of Images Modeled With MRFs Using MCMC.
IEEE Trans. Image Processing, 2009

Finite mixture of alpha-stable distributions.
Digital Signal Processing, 2009

Astrophysical image separation by blind time-frequency source separation methods.
Digital Signal Processing, 2009

A heavy-tailed empirical Bayes method for replicated microarray data.
Computational Statistics & Data Analysis, 2009

ICA by Maximizing Non-stability.
Proceedings of the Independent Component Analysis and Signal Separation, 2009

Image Source Separation Using Color Channel Dependencies.
Proceedings of the Independent Component Analysis and Signal Separation, 2009

Fast MCMC separation for MRF modelled astrophysical components.
Proceedings of the International Conference on Image Processing, 2009

Event recognition with time varying Hidden Markov Model.
Proceedings of the IEEE International Conference on Acoustics, 2009

Filtering in the Time-Frequency domain for the detection of compact objects.
Proceedings of the 17th European Signal Processing Conference, 2009

Estimation of time-varying AR SalphaS processes using Gibbs sampling.
Signal Processing, 2008

Fully Bayesian Source Separation of Astrophysical Images Modelled by Mixture of Gaussians.
J. Sel. Topics Signal Processing, 2008

Introduction to the Issue on Signal Processing for Space Research and Astronomy.
J. Sel. Topics Signal Processing, 2008

Modeling of non-stationary autoregressive alpha-stable processes by particle filters.
Digital Signal Processing, 2008

Framework for online superimposed event detection by sequential Monte Carlo methods.
Proceedings of the IEEE International Conference on Acoustics, 2008

Levy walk evolution for global optimization.
Proceedings of the Genetic and Evolutionary Computation Conference, 2008

Image separation using iterated posterior point estimation.
Proceedings of the 2008 16th European Signal Processing Conference, 2008

Advanced Feature Recognition and Classification Using Artificial Intelligence Paradigms.
Proceedings of the Artificial Intelligence in Recognition and Classification of Astrophysical and Medical Images., 2007

Comments on "A closed-form nonparametric Bayesian estimator in the wavelet domain of images using an approximate alpha-stable prior".
Pattern Recognition Letters, 2007

Special issue on Bayesian source separation.
Digital Signal Processing, 2007

Image separation using particle filters.
Digital Signal Processing, 2007

Long correlation Gaussian random fields: Parameter estimation and noise reduction.
Digital Signal Processing, 2007

Source separation in images via MRFS with variational approximation.
Proceedings of the 15th European Signal Processing Conference, 2007

SAR image filtering based on the heavy-tailed Rayleigh model.
IEEE Trans. Image Processing, 2006

Estimation of Mixtures of Symmetric Alpha Stable Distributions With an Unknown Number of Components.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

Bayesian estimation of mixtures of skewed alpha stable distributions with an unknown number of components.
Proceedings of the 14th European Signal Processing Conference, 2006

Image denoising using bivariate α-stable distributions in the complex wavelet domain.
IEEE Signal Process. Lett., 2005

EURASIP J. Adv. Sig. Proc., 2005

Separation of Correlated Astrophysical Sources Using Multiple-Lag Data Covariance Matrices.
EURASIP J. Adv. Sig. Proc., 2005

Estimation of time-varying autoregressive symmetric alpha stable processes by particle filters.
Proceedings of the 13th European Signal Processing Conference, 2005

Maximum a posteriori estimation of Radar Cross Section in SAR images using the heavy-tailed Rayleigh model.
Proceedings of the 13th European Signal Processing Conference, 2005

Modeling SAR images with a generalization of the Rayleigh distribution.
IEEE Trans. Image Processing, 2004

Source Separation Techniques Applied to Astrophysical Maps.
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2004

Source separation in noisy astrophysical images modelled by markov random fields.
Proceedings of the 2004 International Conference on Image Processing, 2004

Astrophysical image denoising using bivariate isotropic cauchy distributions in the undecimated wavelet domain.
Proceedings of the 2004 International Conference on Image Processing, 2004

Astrophysical Source Separation Using Particle Filters.
Proceedings of the Independent Component Analysis and Blind Signal Separation, 2004

Skewed alpha-stable distributions for modelling textures.
Pattern Recognition Letters, 2003

Source separation in astrophysical maps using independent factor analysis.
Neural Networks, 2003

Analytical representation for positive α-stable densities.
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003

Signal processing with heavy-tailed distributions.
Signal Processing, 2002

Time-frequency-based detection in impulsive noise environments using alpha-stable noise models.
Signal Processing, 2002

Nonlinear Least lp-Norm Filters for Nonlinear Autoregressive alpha-Stable Processes.
Digital Signal Processing, 2002

Component separation in astronomical images using independent factor analysis.
Proceedings of the 11th European Signal Processing Conference, 2002

Density parameter estimation of skewed α-stable distributions.
IEEE Trans. Signal Processing, 2001

Document image retrieval without OCRing using a video scanning system.
Proceedings of the ACM Multimedia 2000 Workshops, Los Angeles, CA, USA, October 30, 2000

Joint DOA, frequency and model order estimation in additive α-stable noise.
Proceedings of the IEEE International Conference on Acoustics, 2000

Least Lp-norm impulsive noise cancellation with polynomial filters.
Signal Processing, 1998

Near optimal detection of signals in impulsive noise modeled with a symmetric α-stable distribution.
IEEE Communications Letters, 1998

Approximation of α-stable probability densities using finite Gaussian mixtures.
Proceedings of the 9th European Signal Processing Conference, 1998

Nonlinear autoregressive modeling of non-Gaussian signals using l p-norm techniques.
Proceedings of the 1997 IEEE International Conference on Acoustics, 1997

The Design of Fininte-State Machines for Quantization Using Simulated Anealing.
Proceedings of the Coding And Quantization, 1992