Wojciech Pieczynski

ORCID

Publication Activity (10 Years)

Years Active: 1992-2023
Publications (10 Years): 50

Top Venues

CoRR

EUSIPCO

Signal Process.

IEEE Trans. Autom. Control.

Publications

Zied Bouyahia, Hedi Haddad, Stéphane Derrode, Wojciech Pieczynski
Traffic state prediction using conditionally Gaussian observed Markov fuzzy switching model. J. Intell. Transp. Syst. 27 (4) (2023)
Clément Fernandes, Wojciech Pieczynski
Non-stationary data segmentation with hidden evidential semi-Markov chains. Int. J. Approx. Reason. 162 (2023)
Soumia Goumiri, Dalila Benboudjema, Wojciech Pieczynski
A new hybrid model of convolutional neural networks and hidden Markov chains for image classification. Neural Comput. Appl. 35 (24) (2023)
Elie Azeraf, Emmanuel Monfrini, Wojciech Pieczynski
Equivalence between LC-CRF and HMM, and Discriminative Computing of HMM-Based MPM and MAP. Algorithms 16 (3) (2023)
Elie Azeraf, Emmanuel Monfrini, Wojciech Pieczynski
Linear chain conditional random fields, hidden Markov models, and related classifiers. CoRR (2023)
Frédéric Lehmann, Wojciech Pieczynski
Reduced-Dimension Filtering in Triplet Markov Models. IEEE Trans. Autom. Control. 67 (2) (2022)
Elie Azeraf, Emmanuel Monfrini, Wojciech Pieczynski
Deriving discriminative classifiers from generative models. CoRR (2022)
Ali Hamache, Mohamed El Yazid Boudaren, Wojciech Pieczynski
Kernel smoothing classification of multiattribute data in the belief function framework: Application to multichannel image segmentation. Multim. Tools Appl. 81 (20) (2022)
Elie Azeraf, Emmanuel Monfrini, Wojciech Pieczynski
Improving Usual Naive Bayes Classifier Performances with Neural Naive Bayes based Models. ICPRAM (2022)
Elie Azeraf, Emmanuel Monfrini, Wojciech Pieczynski
On Equivalence between Linear-chain Conditional Random Fields and Hidden Markov Chains. ICAART (3) (2022)
Soumia Goumiri, Dalila Benboudjema, Wojciech Pieczynski
One Convolutional Layer Model For Parking Occupancy Detection. ISC2 (2021)
Clément Fernandes, Thomas Monti, Emmanuel Monfrini, Wojciech Pieczynski
Fast Image Segmentation with Contextual Scan and Markov Chains. EUSIPCO (2021)
Elie Azeraf, Emmanuel Monfrini, Emmanuel Vignon, Wojciech Pieczynski
Introducing the Hidden Neural Markov Chain framework. CoRR (2021)
Zied Bouyahia, Hedi Haddad, Stéphane Derrode, Wojciech Pieczynski
Toward a Cost-Effective Motorway Traffic State Estimation From Sparse Speed and GPS Data. IEEE Access 9 (2021)
Elie Azeraf, Emmanuel Monfrini, Emmanuel Vignon, Wojciech Pieczynski
Highly Fast Text Segmentation With Pairwise Markov Chains. CIST (2021)
Elie Azeraf, Emmanuel Monfrini, Wojciech Pieczynski
Improving usual Naive Bayes classifier performances with Neural Naive Bayes based models. CoRR (2021)
Elie Azeraf, Emmanuel Monfrini, Emmanuel Vignon, Wojciech Pieczynski
Highly Fast Text Segmentation With Pairwise Markov Chains. CoRR (2021)
Elie Azeraf, Emmanuel Monfrini, Emmanuel Vignon, Wojciech Pieczynski
Introducing the Hidden Neural Markov Chain Framework. ICAART (2) (2021)
Elie Azeraf, Emmanuel Monfrini, Wojciech Pieczynski
On equivalence between linear-chain conditional random fields and hidden Markov chains. CoRR (2021)
Elie Azeraf, Emmanuel Monfrini, Wojciech Pieczynski
Using the Naive Bayes as a discriminative model. ICMLC (2021)
Elie Azeraf, Emmanuel Monfrini, Wojciech Pieczynski
Using the Naive Bayes as a discriminative classifier. CoRR (2020)
Frédéric Lehmann, Wojciech Pieczynski
State estimation in pairwise Markov models with improved robustness using unbiased FIR filtering. Signal Process. 172 (2020)
Ahmed Habbouchi, Mohamed El Yazid Boudaren, Amar Aïssani, Wojciech Pieczynski
Fast Segmentation of Markov Random Fields Corrupted by Correlated Noise. CSA (2020)
Zied Bouyahia, Stéphane Derrode, Wojciech Pieczynski
Filtering in Gaussian Linear Systems With Fuzzy Switches. IEEE Trans. Fuzzy Syst. 28 (8) (2020)
Frédéric Lehmann, Wojciech Pieczynski
Suboptimal Kalman Filtering in Triplet Markov Models Using Model Order Reduction. IEEE Signal Process. Lett. 27 (2020)
Fei Zheng, Stéphane Derrode, Wojciech Pieczynski
Semi-supervised optimal recursive filtering and smoothing in non-Gaussian Markov switching models. Signal Process. 171 (2020)
Elie Azeraf, Emmanuel Monfrini, Emmanuel Vignon, Wojciech Pieczynski
Hidden Markov Chains, Entropic Forward-Backward, and Part-Of-Speech Tagging. CoRR (2020)
Fei Zheng, Stéphane Derrode, Wojciech Pieczynski
Parameter Estimation in Switching Markov Systems and Unsupervised Smoothing. IEEE Trans. Autom. Control. 64 (4) (2019)
Haoyu Li, Stéphane Derrode, Wojciech Pieczynski
An adaptive and on-line IMU-based locomotion activity classification method using a triplet Markov model. Neurocomputing 362 (2019)
Haoyu Li, Stéphane Derrode, Wojciech Pieczynski
Lower Limb Locomotion Activity Recognition of Healthy Individuals Using Semi-Markov Model and Single Wearable Inertial Sensor. Sensors 19 (19) (2019)
Haoyu Li, Stéphane Derrode, Lamia Benyoussef, Wojciech Pieczynski
Free-Walking 3D Pedestrian Large Trajectory Reconstruction from IMU Sensors. EUSIPCO (2018)
Ivan Gorynin, Hugo Gangloff, Emmanuel Monfrini, Wojciech Pieczynski
Assessing the segmentation performance of pairwise and triplet Markov models. Signal Process. 145 (2018)
Lin An, Ming Li, Mohamed El Yazid Boudaren, Wojciech Pieczynski
Unsupervised segmentation of hidden Markov fields corrupted by correlated non-Gaussian noise. Int. J. Approx. Reason. 102 (2018)
Mohamed El Yazid Boudaren, Emmanuel Monfrini, Kadda Beghdad Bey, Ahmed Habbouchi, Wojciech Pieczynski
Triplet Markov Chains Based- Estimation of Nonstationary Latent Variables Hidden with Independent Noise. ICEIS (Revised Selected Papers) (2017)
Ivan Gorynin, Stéphane Derrode, Emmanuel Monfrini, Wojciech Pieczynski
Fast Filtering in Switching Approximations of Nonlinear Markov Systems With Applications to Stochastic Volatility. IEEE Trans. Autom. Control. 62 (2) (2017)
Mohamed El Yazid Boudaren, Emmanuel Monfrini, Kadda Beghdad Bey, Ahmed Habbouchi, Wojciech Pieczynski
Unsupervised Segmentation of Nonstationary Data using Triplet Markov Chains. ICEIS (1) (2017)
Ivan Gorynin, Emmanuel Monfrini, Wojciech Pieczynski
Unsupervised learning of asymmetric high-order autoregressive stochastic volatility model. ICASSP (2017)
Ivan Gorynin, Emmanuel Monfrini, Wojciech Pieczynski
Pairwise Markov models for stock index forecasting. EUSIPCO (2017)
Ivan Gorynin, Stéphane Derrode, Emmanuel Monfrini, Wojciech Pieczynski
Fast smoothing in switching approximations of non-linear and non-Gaussian models. Comput. Stat. Data Anal. 114 (2017)
Stéphane Derrode, Wojciech Pieczynski
Unsupervised classification using hidden Markov chain with unknown noise copulas and margins. Signal Process. 128 (2016)
Lin An, Ming Li, Mohamed El Yazid Boudaren, Wojciech Pieczynski
Evidential Correlated Gaussian Mixture Markov Model for Pixel Labeling Problem. BELIEF (2016)
Mohamed El Yazid Boudaren, Wojciech Pieczynski
Dempster-Shafer Fusion of Evidential Pairwise Markov Chains. IEEE Trans. Fuzzy Syst. 24 (6) (2016)
Fei Zheng, Stéphane Derrode, Wojciech Pieczynski
Parameter estimation in conditionally Gaussian pairwise Markov switching models and unsupervised smoothing. MLSP (2016)
Ivan Gorynin, Emmanuel Monfrini, Wojciech Pieczynski
Unsupervised learning of Markov-switching stochastic volatility with an application to market data. MLSP (2016)
Mohamed El Yazid Boudaren, Lin An, Wojciech Pieczynski
Dempster-Shafer fusion of evidential pairwise Markov fields. Int. J. Approx. Reason. 74 (2016)
Ivan Gorynin, Emmanuel Monfrini, Wojciech Pieczynski
Fast filtering with new sparse transition Markov chains. SSP (2016)
Ahmed Habbouchi, Mohamed El Yazid Boudaren, Amar Aissani, Wojciech Pieczynski
Unsupervised Segmentation of Markov Random Fields Corrupted by Nonstationary Noise. IEEE Signal Process. Lett. 23 (11) (2016)
Mohamed El Yazid Boudaren, Lin An, Wojciech Pieczynski
Unsupervised Segmentation of SAR Images Using Gaussian Mixture-Hidden Evidential Markov Fields. IEEE Geosci. Remote. Sens. Lett. 13 (12) (2016)
Mohamed El Yazid Boudaren, Wojciech Pieczynski
Unified Representation of Sets of Heterogeneous Markov Transition Matrices. IEEE Trans. Fuzzy Syst. 24 (2) (2016)
Zied Bouyahia, Stéphane Derrode, Wojciech Pieczynski
An Exact Smoother in a Fuzzy Jump Markov Switching Model. RFMI (2016)
Ivan Gorynin, Stéphane Derrode, Emmanuel Monfrini, Wojciech Pieczynski
Exact fast smoothing in switching models with application to stochastic volatility. EUSIPCO (2015)
Noufel Abbassi, Dalila Benboudjema, Stéphane Derrode, Wojciech Pieczynski
Optimal Filter Approximations in Conditionally Gaussian Pairwise Markov Switching Models. IEEE Trans. Autom. Control. 60 (4) (2015)
Stéphane Derrode, Lamia Benyoussef, Wojciech Pieczynski
Subsampling-based HMC parameter estimation with application to large datasets classification. Signal Image Video Process. 8 (5) (2014)
Stéphane Derrode, Wojciech Pieczynski
Fast filter in non-linear systems with application to stochastic volatility model. EUSIPCO (2014)
Mohamed El Yazid Boudaren, Emmanuel Monfrini, Wojciech Pieczynski, Amar Aissani
Phasic Triplet Markov Chains. IEEE Trans. Pattern Anal. Mach. Intell. 36 (11) (2014)
Noufel Abbassi, Stéphane Derrode, François Desbouvries, Yohan Petetin, Wojciech Pieczynski
Filtrage statistique optimal rapide dans des systèmes linéaires à sauts non stationnaires. Traitement du Signal 31 (3-4) (2014)
Marc Castella, Selwa Rafi, Pierre Comon, Wojciech Pieczynski
Separation of instantaneous mixtures of a particular set of dependent sources using classical ICA methods. EURASIP J. Adv. Signal Process. 2013 (2013)
Stéphane Derrode, Wojciech Pieczynski
Exact Fast Computation of Optimal Filter in Gaussian Switching Linear Systems. IEEE Signal Process. Lett. 20 (7) (2013)
Dalila Benboudjema, Nadia Othman, Bernadette Dorizzi, Wojciech Pieczynski
Challenging eye segmentation using Triplet Markov spatial models. ICASSP (2013)
Stéphane Derrode, Wojciech Pieczynski
Unsupervised data classification using pairwise Markov chains with automatic copulas selection. Comput. Stat. Data Anal. 63 (2013)
Jérôme Lapuyade-Lahorgue, Wojciech Pieczynski
Unsupervised segmentation of hidden semi-Markov non-stationary chains. Signal Process. 92 (1) (2012)
Mohamed El Yazid Boudaren, Emmanuel Monfrini, Wojciech Pieczynski
Unsupervised Segmentation of Random Discrete Data Hidden With Switching Noise Distributions. IEEE Signal Process. Lett. 19 (10) (2012)
Mohamed El Yazid Boudaren, Emmanuel Monfrini, Wojciech Pieczynski
Unsupervised segmentation of nonstationary pairwise Markov Chains using evidential priors. EUSIPCO (2012)
Mohamed El Yazid Boudaren, Emmanuel Monfrini, Wojciech Pieczynski, Amar Aïssani
Dempster-Shafer fusion of multisensor signals in nonstationary Markovian context. EURASIP J. Adv. Signal Process. 2012 (2012)
Stéphane Derrode, Wojciech Pieczynski
Segmentation d'images par modèle de mélange conjoint non gaussien. Traitement du Signal 29 (1-2) (2012)
Stéphane Derrode, Wojciech Pieczynski
Unsupervised restoration in Gaussian Pairwise Mixture Model. EUSIPCO (2011)
Mohamed El Yazid Boudaren, Emmanuel Monfrini, Wojciech Pieczynski
Unsupervised segmentation of switching pairwise Markov chains. ISPA (2011)
Pierre Lanchantin, Jérôme Lapuyade-Lahorgue, Wojciech Pieczynski
Unsupervised segmentation of randomly switching data hidden with non-Gaussian correlated noise. Signal Process. 91 (2) (2011)
Selwa Rafi, Marc Castella, Wojciech Pieczynski
An extension of the ICA model using latent variables. ICASSP (2011)
Nicolas Brunel, Jérôme Lapuyade-Lahorgue, Wojciech Pieczynski
Modeling and Unsupervised Classification of Multivariate Hidden Markov Chains With Copulas. IEEE Trans. Autom. Control. 55 (2) (2010)
Jérôme Lapuyade-Lahorgue, Wojciech Pieczynski
Unsupervised segmentation of new semi-Markov chains hidden with long dependence noise. Signal Process. 90 (11) (2010)
Imen Karoui, Ronan Fablet, Jean-Marc Boucher, Wojciech Pieczynski, Jean-Marie Augustin
Fusion of textural statistics using a similarity measure: application to texture recognition and segmentation. Pattern Anal. Appl. 11 (3-4) (2008)
Pierre Lanchantin, Jérôme Lapuyade-Lahorgue, Wojciech Pieczynski
Unsupervised segmentation of triplet Markov chains hidden with long-memory noise. Signal Process. 88 (5) (2008)
Wojciech Pieczynski
Multisensor triplet Markov chains and theory of evidence. Int. J. Approx. Reason. 45 (1) (2007)
Dalila Benboudjema, Wojciech Pieczynski
Unsupervised Statistical Segmentation of Nonstationary Images Using Triplet Markov Fields. IEEE Trans. Pattern Anal. Mach. Intell. 29 (8) (2007)
Dalila Benboudjema, Florence Tupin, Wojciech Pieczynski, Marc Sigelle, Jean-Marie Nicolas
Unsupervised segmentation of SAR images using Triplet Markov fields and fisher noise distributions. IGARSS (2007)
Wojciech Pieczynski, Dalila Benboudjema
Multisensor triplet Markov fields and theory of evidence. Image Vis. Comput. 24 (1) (2006)
François Desbouvries, Jean Lecomte, Wojciech Pieczynski
Kalman filtering in pairwise Markov trees. Signal Process. 86 (5) (2006)
Stéphane Derrode, Lamia Benyoussef, Wojciech Pieczynski
Contextual Estimation Of Hidden Markov Chains With Application To Image Segmentation. ICASSP (2) (2006)
Dalila Benboudjema, Wojciech Pieczynski
Unsupervised Segmentation Of Non Stationary Images With Non Gaussian Correlated Noise Using Triplet Markov Fields And The Pearson System. ICASSP (2) (2006)
Grégoire Mercier, Stéphane Derrode, Wojciech Pieczynski, Jean-Marie Nicolas, Annabele Joannic-Chardin, Jordi Inglada
Copula-based Stochastic Kernels for Abrupt Change Detection. IGARSS (2006)
Dalila Benboudjema, Wojciech Pieczynski
Unsupervised image segmentation using triplet Markov fields. Comput. Vis. Image Underst. 99 (3) (2005)
Nicolas Brunel, Wojciech Pieczynski
Unsupervised signal restoration using hidden Markov chains with copulas. Signal Process. 85 (12) (2005)
Pierre Lanchantin, Wojciech Pieczynski
Unsupervised restoration of hidden nonstationary Markov chains using evidential priors. IEEE Trans. Signal Process. 53 (8-2) (2005)
Dalila Benboudjema, Wojciech Pieczynski
Segmenting non stationary images with triplet Markov fields. ICIP (1) (2005)
Nicolas Brunel, Wojciech Pieczynski, Stéphane Derrode
Copulas in Vectorial Hidden Markov Chains for Multicomponent Image Segmentation. ICASSP (2) (2005)
Stéphane Derrode, Wojciech Pieczynski
Signal and image segmentation using pairwise Markov chains. IEEE Trans. Signal Process. 52 (9) (2004)
Roger Fjørtoft, Yves Delignon, Wojciech Pieczynski, Marc Sigelle, Florence Tupin
Unsupervised classification of radar images using hidden Markov chains and hidden Markov random fields. IEEE Trans. Geosci. Remote. Sens. 41 (3) (2003)
Wojciech Pieczynski, François Desbouvries
Kalman filtering using pairwise Gaussian models. ICASSP (6) (2003)
Wojciech Pieczynski
Pairwise Markov Chains. IEEE Trans. Pattern Anal. Mach. Intell. 25 (5) (2003)
Grégoire Mercier, Stéphane Derrode, Wojciech Pieczynski, Jean-Marc Le Caillec, René Garello
Multiscale oil slick segmentation with Markov chain model. IGARSS (2003)
François Desbouvries, Wojciech Pieczynski
Particle filtering with pairwise Markov processes. ICASSP (6) (2003)
Stéphane Derrode, Grégoire Mercier, Wojciech Pieczynski
Unsupervised multicomponent image segmentation combining a vectorial HMC model and ICA. ICIP (2) (2003)
Yves Delignon, Wojciech Pieczynski
Modeling non-Rayleigh speckle distribution in SAR images. IEEE Trans. Geosci. Remote. Sens. 40 (6) (2002)
Azzedine Bendjebbour, Yves Delignon, Laurent Fouque, Vincent Samson, Wojciech Pieczynski
Multisensor image segmentation using Dempster-Shafer fusion in Markov fields context. IEEE Trans. Geosci. Remote. Sens. 39 (8) (2001)
Wojciech Pieczynski, Abdel-Nasser Tebbache
Pairwise Markov Random Fields and its Application in Textured Images Segmentation. SSIAI (2000)
Laurent Fouque, Alain Appriou, Wojciech Pieczynski
Multiresolution Hidden Markov Chain Model and Unsupervised Image Segmentation. SSIAI (2000)
Wojciech Pieczynski
Unsupervised Dempster-Shafer Fusion of Dependent Sensors. SSIAI (2000)
Wojciech Pieczynski, Julien Bouvrais, Christophe Michel
Estimation of generalized mixture in the case of correlated sensors. IEEE Trans. Image Process. 9 (2) (2000)
Wojciech Pieczynski
Hidden Evidential Markov Trees and Image Segmentation. ICIP (1) (1999)

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Publication Activity (10 Years)

Top Topics

Top Venues

Wojciech Pieczynski