SAMOVAR - SAMOVAR
Telecom SudParis
9 rue Charles Fourier
91011 EVRY CEDEX

Fax : +33 (0) 1 60 76 20 80

Pr. Wojciech PIECZYNSKI

Professeur
SOP

wojciech.pieczynski[@-Code to remove to avoid SPAM-]telecom-sudparis.eu

Article dans une revue

2023

ref_biblio
Elie Azeraf, Emmanuel Monfrini, Wojciech Pieczynski. Equivalence between LC-CRF and HMM, and discriminative computing of HMM-based MPM and MAP. Algorithms, 2023, 16 (3), ⟨10.3390/a16030173⟩. ⟨hal-04231942⟩
Accès au texte intégral et bibtex
https://hal.science/hal-04231942/file/A86.pdf BibTex
ref_biblio
Cl√©ment Fernandes, Wojciech Pieczynski. Non-stationary data segmentation with hidden evidential semi-Markov chains. International Journal of Approximate Reasoning, 2023, 162, pp.109025. ⟨10.1016/j.ijar.2023.109025⟩. ⟨hal-04231954⟩
Accès au texte intégral et bibtex
https://hal.science/hal-04231954/file/A88bis.pdf BibTex
ref_biblio
Soumia Goumiri, Dalila Benboudjema, Wojciech Pieczynski. A new hybrid model of convolutional neural networks and hidden Markov chains for image classification. Neural Computing and Applications, 2023, 35 (24), pp.17987-18002. ⟨10.1007/s00521-023-08644-4⟩. ⟨hal-04231950⟩
Accès au bibtex
BibTex

2022

ref_biblio
Zied Bouyahia, Hedi Haddad, St√©phane Derrode, Wojciech Pieczynski. Traffic state prediction using conditionally Gaussian observed Markov fuzzy switching model. Journal of Intelligent Transportation Systems: Technology, Planning, and Operations, In press, pp.1-20. ⟨10.1080/15472450.2022.2069498⟩. ⟨hal-03765668⟩
Accès au bibtex
BibTex
ref_biblio
Ali Hamache, Mohamed El Yazid Boudaren, Wojciech Pieczynski. Kernel smoothing classification of multiattribute data in the belief function framework: application to multichannel image segmentation. Multimedia Tools and Applications, 2022, 81 (20), pp.29587-29608. ⟨10.1007/s11042-022-12086-w⟩. ⟨hal-03958357⟩
Accès au bibtex
BibTex
ref_biblio
Frederic Lehmann, Wojciech Pieczynski. Reduced-dimension filtering in triplet Markov models. IEEE Transactions on Automatic Control, 2022, 67 (2), pp.605-617. ⟨10.1109/TAC.2021.3050721⟩. ⟨hal-03145669⟩
Accès au bibtex
BibTex

2021

ref_biblio
Zied Bouyahia, Hedi Haddad, St√©phane Derrode, Wojciech Pieczynski. Toward a cost-effective motorway traffic state estimation from sparse speed and GPS data. IEEE Access, 2021, 9, pp.44631 - 44646. ⟨10.1109/access.2021.3066422⟩. ⟨hal-03181894⟩
Accès au texte intégral et bibtex
https://hal.science/hal-03181894/file/IEEE_Access_2021.pdf BibTex

2020

ref_biblio
Zied Bouyahia, St√©phane Derrode, Wojciech Pieczynski. Filtering in Gaussian linear systems with fuzzy switches. IEEE Transactions on Fuzzy Systems, 2020, 28 (8), pp.1760-1770. ⟨10.1109/TFUZZ.2019.2921944⟩. ⟨hal-02912919⟩
Accès au texte intégral et bibtex
https://hal.science/hal-02912919/file/IEEE_Trans_FS_2018.pdf BibTex
ref_biblio
Frederic Lehmann, Wojciech Pieczynski. Suboptimal Kalman filtering in triplet Markov models using model order reduction. IEEE Signal Processing Letters, 2020, 27, pp.1100-1104. ⟨10.1109/LSP.2020.3002420⟩. ⟨hal-02962294⟩
Accès au bibtex
BibTex
ref_biblio
Frederic Lehmann, Wojciech Pieczynski. State estimation in pairwise Markov models with improved robustness using unbiased FIR filtering. Signal Processing, 2020, 172, pp.107568:1-107568:11. ⟨10.1016/j.sigpro.2020.107568⟩. ⟨hal-02863375⟩
Accès au texte intégral et bibtex
https://hal.science/hal-02863375/file/S0165168420301110.pdf BibTex
ref_biblio
Fei Zheng, St√©phane Derrode, Wojciech Pieczynski. Semi-supervised optimal recursive filtering and smoothing in non-Gaussian Markov switching models. Signal Processing, 2020, 171, pp.107511-1:107511-10. ⟨10.1016/j.sigpro.2020.107511⟩. ⟨hal-02486210⟩
Accès au bibtex
BibTex

2019

ref_biblio
Haoyu Li, St√©phane Derrode, Wojciech Pieczynski. Lower limb locomotion activity recognition of healthy individuals using semi-Markov model and single wearable inertial sensor. Sensors, 2019, Sensors for Gait, Posture, and Health Monitoring, 19, pp.4242-1. ⟨10.3390/s19194242⟩. ⟨hal-02351365⟩
Accès au texte intégral et bibtex
https://hal.science/hal-02351365/file/sensors-19-04242.pdf BibTex
ref_biblio
Haoyu Li, St√©phane Derrode, Wojciech Pieczynski. An adaptive and on-line IMU-based locomotion activity classification method using a triplet Markov model. Neurocomputing, 2019, 362, pp.94 - 105. ⟨10.1016/j.neucom.2019.06.081⟩. ⟨hal-02270579⟩
Accès au texte intégral et bibtex
https://hal.science/hal-02270579/file/S0925231219309956.pdf BibTex
ref_biblio
Fei Zheng, St√©phane Derrode, Wojciech Pieczynski. Parameter estimation in switching Markov systems and unsupervised smoothing. IEEE Transactions on Automatic Control, 2019, 64 (4), pp.1761 - 1767. ⟨10.1109/TAC.2018.2863651⟩. ⟨hal-01885193⟩
Accès au bibtex
BibTex

2018

ref_biblio
Lin An, Ming Li, Mohamed El Yazid Boudaren, Wojciech Pieczynski. Unsupervised segmentation of hidden Markov fields corrupted by correlated non-Gaussian noise. International Journal of Approximate Reasoning, 2018, 102, pp.41 - 59. ⟨10.1016/j.ijar.2018.08.001⟩. ⟨hal-01862625⟩
Accès au bibtex
BibTex
ref_biblio
Ivan Gorynin, Hugo Gangloff, Emmanuel Monfrini, Wojciech Pieczynski. Assessing the segmentation performance of pairwise and triplet Markov models. Signal Processing, 2018, 145, pp.183 - 192. ⟨10.1016/j.sigpro.2017.12.006⟩. ⟨hal-01681354⟩
Accès au bibtex
BibTex

2017

ref_biblio
Ivan Gorynin, St√©phane Derrode, Emmanuel Monfrini, Wojciech Pieczynski. Fast smoothing in switching approximations of non-linear and non-Gaussian models. Computational Statistics and Data Analysis, 2017, 114, pp.38 - 46. ⟨10.1016/j.csda.2017.04.007⟩. ⟨hal-01540474⟩
Accès au texte intégral et bibtex
https://hal.science/hal-01540474/file/CSDA2017.pdf BibTex
ref_biblio
Ivan Gorynin, St√©phane Derrode, Emmanuel Monfrini, Wojciech Pieczynski. Fast Filtering in Switching Approximations of Non-linear Markov Systems with Applications to Stochastic Volatility. IEEE Transactions on Automatic Control, 2017, 62 (2), pp.853-862. ⟨10.1109/TAC.2016.2569417⟩. ⟨hal-01448538⟩
Accès au texte intégral et bibtex
https://hal.science/hal-01448538/file/IEEE_TAC_2015_FiltSV.pdf BibTex
ref_biblio
Houda Hanzouli-Ben, J√©r√īme Lapuyade-Lahorgue, Julien Bert, Didier Benoit, Philippe Lambin, et al.. A framework based on Hidden Markov Trees for multimodal PET/CT image co-segmentation. Medical Physics, 2017. ⟨hal-01577785⟩
Accès au texte intégral et bibtex
https://hal.science/hal-01577785/file/Manuscript_HAL.pdf BibTex

2016

ref_biblio
Mohamed El Yazid Boudaren, Wojciech Pieczynski. Unified representation of sets of heterogeneous Markov transition matrices. IEEE Transactions on Fuzzy Systems, 2016, 24 (2), pp.497 - 503. ⟨10.1109/TFUZZ.2015.2460740⟩. ⟨hal-01300452⟩
Accès au bibtex
BibTex
ref_biblio
Mohamed El Yazid Boudaren, Lin An, Wojciech Pieczynski. Unsupervised segmentation of SAR images using Gaussian mixture-hidden evidential Markov fields. IEEE Geoscience and Remote Sensing Letters, 2016, 13 (12), pp.1865 - 1869. ⟨10.1109/LGRS.2016.2615647⟩. ⟨hal-01412962⟩
Accès au bibtex
BibTex
ref_biblio
Mohamed El Yazid Boudaren, Wojciech Pieczynski. Dempster-Shafer fusion of evidential pairwise Markov chains. IEEE Transactions on Fuzzy Systems, 2016, 24 (6), pp.1598 - 1610. ⟨10.1109/TFUZZ.2016.2543750⟩. ⟨hal-01426916⟩
Accès au bibtex
BibTex
ref_biblio
Mohamed El Yazid Boudaren, Lin An, Wojciech Pieczynski. Dempster-Shafer fusion of evidential pairwise Markov fields. International Journal of Approximate Reasoning, 2016, 74, pp.13 - 29. ⟨10.1016/j.ijar.2016.03.006⟩. ⟨hal-01300449⟩
Accès au bibtex
BibTex
ref_biblio
St√©phane Derrode, Wojciech Pieczynski. Unsupervised classification using hidden Markov chain with unknown noise copulas and margins. Signal Processing, 2016, 128 (11), pp.8-17. ⟨10.1016/j.sigpro.2016.03.008⟩. ⟨hal-01299009⟩
Accès au texte intégral et bibtex
https://hal.science/hal-01299009/file/SP_2015.pdf BibTex
ref_biblio
Ivan Gorynin, Laurent Crelier, Hugo Gangloff, Emmanuel Monfrini, Wojciech Pieczynski. Performance comparison across hidden, pairwise and triplet Markov model's estimators. International journal of mathematical and computational methods (IJMCM), 2016, 1, pp.253 - 258. ⟨hal-01461636⟩
Accès au bibtex
BibTex
ref_biblio
Ivan Gorynin, Elie Azeraf, Wiem Sabbagh, Emmanuel Monfrini, Wojciech Pieczynski. Optimal filtering in hidden and pairwise Gaussian Markov systems. International journal of mathematical and computational methods (IJMCM), 2016, 1, pp.259 - 263. ⟨hal-01461630⟩
Accès au bibtex
BibTex
ref_biblio
Ahmed Habbouchi, Mohamed El Yazid Boudaren, Amar A√Įssani, Wojciech Pieczynski. Unsupervised segmentation of Markov random fields corrupted by nonstationary noise. IEEE Signal Processing Letters, 2016, 23 (11), pp.1607 - 1611. ⟨10.1109/LSP.2016.2609887⟩. ⟨hal-01375357⟩
Accès au bibtex
BibTex

2015

ref_biblio
Noufel Abbassi, Dalila Benboudjema, St√©phane Derrode, Wojciech Pieczynski. Optimal Filter Approximations in Conditionally Gaussian Pairwise Markov Switching Models. IEEE Transactions on Automatic Control, 2015, 60 (4), pp.1104-1109. ⟨10.1109/TAC.2014.2340591⟩. ⟨hal-01157814⟩
Accès au texte intégral et bibtex
https://hal.science/hal-01157814/file/CGOMM.pdf BibTex

2014

ref_biblio
Noufel Abbassi, St√©phane Derrode, Fran√ßois Desbouvries, Yohan Petetin, Wojciech Pieczynski. Filtrage statistique optimal rapide dans des syst√®mes lin√©aires √† sauts non stationnaires. Traitement du Signal, 2014, 31 (3-4), pp.339-361. ⟨10.3166/TS.31.1-23⟩. ⟨hal-01157813⟩
Accès au texte intégral et bibtex
https://hal.science/hal-01157813/file/TS2014.pdf BibTex
ref_biblio
Mohamed El Yazid Boudaren, Emmanuel Monfrini, Wojciech Pieczynski, Amar Assani. Phasic triplet Markov chains. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2014, 36 (11), pp.2310 - 2316. ⟨10.1109/TPAMI.2014.2327974⟩. ⟨hal-01262461⟩
Accès au bibtex
BibTex

2013

ref_biblio
Marc Castella, Selwa Rafi, Pierre Comon, Wojciech Pieczynski. Separation of instantaneous mixtures of dependent sources using classical ICA methods. EURASIP Journal on Advances in Signal Processing, 2013, 2013:62, pp.n/c. ⟨10.1186/1687-6180-2013-62⟩. ⟨hal-00830124⟩
Accès au bibtex
BibTex
ref_biblio
St√©phane Derrode, Wojciech Pieczynski. Unsupervised data classification using pairwise Markov chains with automatic copulas selection. Computational Statistics and Data Analysis, 2013, 63, pp.81-98. ⟨10.1016/j.csda.2013.01.027⟩. ⟨hal-00830221⟩
Accès au bibtex
BibTex
ref_biblio
St√©phane Derrode, Wojciech Pieczynski. Exact fast computation of optimal filter in Gaussian switching linear systems. IEEE Signal Processing Letters, 2013, 20 (7), pp.701-704. ⟨10.1109/LSP.2013.2261494⟩. ⟨hal-00830241⟩
Accès au bibtex
BibTex

2012

ref_biblio
Mohamed El Yazid Boudaren, Emmanuel Monfrini, Wojciech Pieczynski, Amar A√Įssani. Dempster-Shafer fusion of multisensor signals in nonstationary Markovian context. EURASIP Journal on Advances in Signal Processing, 2012, 2012:134, ⟨10.1186/1687-6180-2012-134⟩. ⟨hal-00766444⟩
Accès au bibtex
BibTex
ref_biblio
Mohamed El Yazid Boudaren, Emmanuel Monfrini, Wojciech Pieczynski. Unsupervised segmentation of random discrete data hidden with switching noise distributions. IEEE Signal Processing Letters, 2012, 19 (10), pp.619-622. ⟨10.1109/LSP.2012.2209639⟩. ⟨hal-00738142⟩
Accès au bibtex
BibTex
ref_biblio
St√©phane Derrode, Lamia Benyoussef, Wojciech Pieczynski. Subsampling-based HMC parameters estimation with application to large data sets classification. Signal, Image and Video Processing, 2012, pp.doi:10.1007/s11760-012-0324-2. ⟨hal-00777112⟩
Accès au bibtex
BibTex
ref_biblio
St√©phane Derrode, Wojciech Pieczynski. Segmentation d'images par mod√®le de m√©lange conjoint non gaussien. Traitement du Signal, 2012, 29 (1-2), pp.9-28. ⟨10.3166/ts.29.9-28⟩. ⟨hal-00755497⟩
Accès au bibtex
BibTex
ref_biblio
J√©r√īme Lapuyade-Lahorgue, Wojciech Pieczynski. Unsupervised segmentation of hidden semi-Markov non-stationary chains. Signal Processing, 2012, 92 (1), pp.29 - 42. ⟨10.1016/j.sigpro.2011.06.001⟩. ⟨hal-01347981⟩
Accès au bibtex
BibTex

2011

ref_biblio
Pierre Lanchantin, J√©r√īme Lapuyade-Lahorgue, Wojciech Pieczynski. Unsupervised Segmentation of Randomly Switching Data Hidden With Non-Gaussian Correlated Noise : Hidden Markov chains, Triplet Markov Chains, Copulas, non-Gaussian correlated noise. Signal Processing, 2011, 91 (2). ⟨hal-01106545⟩
Accès au bibtex
BibTex
ref_biblio
Wojciech Pieczynski. Exact smoothing in hidden conditionally Markov switching linear models. Communications in Statistics - Theory and Methods, 2011, 40 (16), pp.2823 - 2829. ⟨10.1080/03610926.2011.562761⟩. ⟨hal-01348048⟩
Accès au bibtex
BibTex
ref_biblio
Wojciech Pieczynski. Exact filtering in conditionally Markov switching hidden linear models. Comptes Rendus. Math√©matique, 2011, 349 (9-10), pp.587 - 590. ⟨10.1016/j.crma.2011.02.007⟩. ⟨hal-01348034⟩
Accès au bibtex
BibTex

2010

ref_biblio
Nicolas Brunel, J√©r√īme Lapuyade-Lahorgue, Wojciech Pieczynski. Modeling and Unsupervised Classification of Multivariate Hidden Markov Chains With Copulas. IEEE Transactions on Automatic Control, 2010, 55 (2), pp.338--349. ⟨10.1109/TAC.2009.2034929⟩. ⟨hal-00647354⟩
Accès au bibtex
BibTex
ref_biblio
J√©r√īme Lapuyade-Lahorgue, Wojciech Pieczynski. Unsupervised segmentation of new semi-Markov chains hidden with long dependence noise. Signal Processing, 2010, 90 (11), pp.2899 - 2910. ⟨10.1016/j.sigpro.2010.04.008⟩. ⟨hal-01354783⟩
Accès au bibtex
BibTex

2008

ref_biblio
Imen Karoui, Ronan Fablet, Jean-Marc Boucher, Wojciech Pieczynski, Jean-Marie Augustin. Fusion of texural statistics using a similarity measure : application to texture recognition and segmentation. Pattern Analysis and Applications, 2008, 11 (3-4), pp.425 - 434. ⟨hal-01767555⟩
Accès au bibtex
BibTex
ref_biblio
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 Analysis and Applications, 2008, 11 (3-4), pp.425 - 434. ⟨10.1007/s10044-008-0108-z⟩. ⟨hal-01371973⟩
Accès au bibtex
BibTex
ref_biblio
Pierre Lanchantin, J√©r√īme Lapuyade-Lahorgue, Wojciech Pieczynski. Unsupervised Segmentation of Triplet Markov Chains Hidden with Long-Memory Noise : Hidden Markov chains, Triplet Markov Chains, Copulas, non-Gaussian correlated noise. Signal Processing, 2008. ⟨hal-01106546⟩
Accès au bibtex
BibTex
ref_biblio
Wojciech Pieczynski. Sur la convergence de l'estimation conditionnelle it√©rative. Comptes Rendus. Math√©matique, 2008, 346 (7-8), pp.457 - 460. ⟨10.1016/j.crma.2008.02.023⟩. ⟨hal-01371971⟩
Accès au bibtex
BibTex

2007

ref_biblio
Dalila Benboudjema, Wojciech Pieczynski. Unsupervised statistical segmentation of nonstationary images using triplet Markov fields. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2007, 29 (8), pp.1367 - 1378. ⟨10.1109/TPAMI.2007.1059⟩. ⟨hal-01347974⟩
Accès au bibtex
BibTex
ref_biblio
Wojciech Pieczynski. Multisensor triplet Markov chains and theory of evidence. International Journal of Approximate Reasoning, 2007, 45 (1), pp.1 - 16. ⟨10.1016/j.ijar.2006.05.001⟩. ⟨hal-01347975⟩
Accès au bibtex
BibTex

2006

ref_biblio
Wojciech Pieczynski, Dalila Benboudjema. Multisensor triplet Markov fields and theory of evidence. Image and Vision Computing, 2006, 24 (1), pp.61 - 69. ⟨10.1016/j.imavis.2005.09.012⟩. ⟨hal-01347962⟩
Accès au bibtex
BibTex

2005

ref_biblio
Dalila Benboudjema, Wojciech Pieczynski. Unsupervised image segmentation using triplet Markov fields. Computer Vision and Image Understanding, 2005, 99 (3), pp.476 - 498. ⟨10.1016/j.cviu.2005.04.003⟩. ⟨hal-01347961⟩
Accès au bibtex
BibTex
ref_biblio
Nicolas Brunel, Wojciech Pieczynski. Signal restoration using hidden Markov chains with copulas. Signal Processing, 2005, 85 (12), pp.2304 - 2315. ⟨10.1016/j.sigpro.2005.01.018⟩. ⟨hal-01347782⟩
Accès au bibtex
BibTex
ref_biblio
Pierre Lanchantin, Wojciech Pieczynski. Cha√ģnes et arbres de Markov √©videntiels avec applications √† la segmentation des processus non stationnaires. Traitement du Signal, 2005, 22 (1), pp.15 - 26. ⟨hal-01347969⟩
Accès au bibtex
BibTex
ref_biblio
Pierre Lanchantin, Wojciech Pieczynski. Unsupervised restoration of hidden nonstationary Markov chains using evidential priors. IEEE Transactions on Signal Processing, 2005, 53 (8), pp.3091 - 3098. ⟨10.1109/TSP.2005.851131⟩. ⟨hal-01347787⟩
Accès au bibtex
BibTex
ref_biblio
Emmanuel Monfrini, Wojciech Pieczynski. Estimation de m√©langes g√©n√©ralis√©s dans les arbres de Markov cach√©s, application √† la segmentation des images de cartons d'orgue de barbarie. Traitement du Signal, 2005, 22 (2), pp.135 - 147. ⟨hal-01347972⟩
Accès au bibtex
BibTex
ref_biblio
Wojciech Pieczynski. Copules gaussiennes dans les cha√ģnes triplet partiellement de Markov. Comptes Rendus. Math√©matique, 2005, 341 (3), pp.189 - 194. ⟨10.1016/j.crma.2005.06.012⟩. ⟨hal-01347789⟩
Accès au bibtex
BibTex

2004

ref_biblio
St√©phane Derrode, Wojciech Pieczynski. Signal and image segmentation using pairwise Markov chains. IEEE Transactions on Signal Processing, 2004, 52 (9), pp.2477 - 2489. ⟨10.1109/TSP.2004.832015⟩. ⟨hal-01346595⟩
Accès au bibtex
BibTex
ref_biblio
Wojciech Pieczynski. Fusion de Dempster-Shafer dans les cha√ģnes triplet partiellement de Markov. Comptes Rendus. Math√©matique, 2004, 339 (11), pp.797 - 802. ⟨10.1016/j.crma.2004.10.013⟩. ⟨hal-01347763⟩
Accès au bibtex
BibTex

2003

ref_biblio
Fran√ßois Desbouvries, Wojciech Pieczynski. Mod√®les de Markov triplet et filtrage de Kalman. Comptes Rendus. Math√©matique, 2003, 336 (8), pp.667 - 670. ⟨10.1016/S1631-073X(03)00152-3⟩. ⟨hal-01347766⟩
Accès au bibtex
BibTex
ref_biblio
Roger Fjortoft, Wojciech Pieczynski, Marc Sigelle, Florence Tupin, Yves Delignon. Unsupervised classification of radar images using hidden Markov chains and hidden Markov random fields. IEEE Transactions on Geoscience and Remote Sensing, 2003, 41 (3), pp.675 - 686. ⟨10.1109/TGRS.2003.809940⟩. ⟨hal-01347239⟩
Accès au bibtex
BibTex
ref_biblio
Wojciech Pieczynski. Mod√®les de Markov en traitement d'images. Traitement du Signal, 2003, 20 (3-NS), pp.255 - 277. ⟨hal-01346587⟩
Accès au bibtex
BibTex
ref_biblio
Wojciech Pieczynski. Arbres de Markov Triplet et fusion de Dempster-Shafer. Comptes Rendus. Math√©matique, 2003, 336 (10), pp.869 - 872. ⟨10.1016/S1631-073X(03)00188-2⟩. ⟨hal-01331300⟩
Accès au bibtex
BibTex
ref_biblio
Wojciech Pieczynski. Pairwise Markov chains. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2003, 25 (5), pp.634 - 639. ⟨10.1109/TPAMI.2003.1195998⟩. ⟨hal-01346583⟩
Accès au bibtex
BibTex

1997

ref_biblio
Yves Delignon, Abdelwaheb Marzouki, Wojciech Pieczynski. Estimation of generalized mixtures and its application in image segmentation. IEEE Transactions on Image Processing, 1997, 6 (10), pp.1364-1375. ⟨10.1109/83.624951⟩. ⟨hal-00681507⟩
Accès au texte intégral et bibtex
https://imt.hal.science/hal-00681507/file/10.1109_83.624951_.pdf BibTex

1988

ref_biblio
Wojciech Pieczynski. On the maximum likelihood estimation in the case of dependent random variables. Annales de l'ISUP, 1988, XXXIII (2), pp.79-87. ⟨hal-03672773⟩
Accès au texte intégral et bibtex
https://hal.science/hal-03672773/file/Pages%20de%20%281988-1989%29-8.pdf BibTex

Communication dans un congrès

2023

ref_biblio
Marc Escudier, Ikram Abdelkefi, Cl√©ment Fernandes, Wojciech Pieczynski. Forecasting with pairwise gaussian Markov models. 8th International Conference on Mathematics and Computers in Sciences and Industry Athens (CMCSI 23), IEEE, Oct 2023, Ath√®nes, Greece. ⟨10.1109/MCSI60294.2023.00009⟩. ⟨hal-04450999⟩
Accès au texte intégral et bibtex
https://hal.science/hal-04450999/file/C144.pdf BibTex

2021

ref_biblio
Elie Azeraf, Emmanuel Monfrini, Emmanuel Vignon, Wojciech Pieczynski. Introducing the hidden neural Markov chain framework. ICAART 2021: 13th International Conference on Agents and Artificial Intelligence, Feb 2021, Online, Portugal. pp.1013-1020, ⟨10.5220/0010303310131020⟩. ⟨hal-03540323⟩
Accès au texte intégral et bibtex
https://hal.science/hal-03540323/file/2102.11038.pdf BibTex

2018

ref_biblio
St√©phane Derrode, Haoyu Li, Lamia Benyoussef, Wojciech Pieczynski. Unsupervised pedestrian trajectory reconstruction from IMU sensors. TAIMA 2018: Traitement et Analyse de l'Information M√©thodes et Applications, Apr 2018, Hammamet, Tunisia. ⟨hal-01786223⟩
Accès au texte intégral et bibtex
https://hal.science/hal-01786223/file/PedestrianNavig_TAIMA2018.pdf BibTex
ref_biblio
Haoyu Li, St√©phane Derrode, Lamia Benyoussef, Wojciech Pieczynski. Free-walking 3D pedestrian large trajectory reconstruction from IMU sensors. EUSIPCO 2018: 26th European Signal Processing Conference, Sep 2018, Rome, Italy. pp.657-661, ⟨10.23919/EUSIPCO.2018.8553462⟩. ⟨hal-01870621⟩
Accès au texte intégral et bibtex
https://hal.science/hal-01870621/file/EUSIPCO18.pdf BibTex
ref_biblio
Fei Zheng, St√©phane Derrode, Wojciech Pieczynski. Fast exact filtering in generalized conditionally observed Markov switching models with copulas. TAIMA 2018: Traitement et Analyse de l'Information M√©thodes et Applications, Apr 2018, Hammamet, Tunisia. ⟨hal-01786221⟩
Accès au texte intégral et bibtex
https://hal.science/hal-01786221/file/taima-fast-exact.pdf BibTex

2017

ref_biblio
Mohamed El Yazid Boudaren, Emmanuel Monfrini, Kadda Beghdad Bey, Ahmed Habbouchi, Wojciech Pieczynski. Unsupervised segmentation of nonstationary data using triplet Markov chains. ICEIS 2017 : 19th International Conference on Enterprise Information Systems, Apr 2017, Porto, Portugal. pp.405 - 414, ⟨10.5220/0006276704050414⟩. ⟨hal-01548177⟩
Accès au bibtex
BibTex
ref_biblio
Ivan Gorynin, Emmanuel Monfrini, Wojciech Pieczynski. Estimation de la variance stochastique multivari√©e avec un filtre gaussien bas√© sur la m√©thode de Laplace. GRETSI 2017 : XXVIe Colloque, Sep 2017, Juan Les Pins, France. pp.1 - 4. ⟨hal-01885262⟩
Accès au bibtex
BibTex
ref_biblio
Ivan Gorynin, Emmanuel Monfrini, Wojciech Pieczynski. Pairwise Markov models for stock index forecasting. EUSIPCO 2017 : 25th European Signal Processing Conference, Aug 2017, Kos Island, Greece. pp.2095 - 2099. ⟨hal-01611333⟩
Accès au bibtex
BibTex
ref_biblio
Ivan Gorynin, Emmanuel Monfrini, Wojciech Pieczynski. Unsupervised learning of asymmetric high-order autoregressive stochastic volatility model. ICASSP 2017 : 42nd International Conference on Acoustics, Speech and Signal Processing, Mar 2017, New Orleans, United States. pp.4780 - 4784, ⟨10.1109/ICASSP.2017.7953064⟩. ⟨hal-01701173⟩
Accès au bibtex
BibTex

2016

ref_biblio
Lin An, Ming Li, Mohamed El Yazid Boudaren, Wojciech Pieczynski. Evidential correlated Gaussian mixture Markov model for pixel labeling problem. BELIEF 2016: 4th International Conference on Belief Functions, Sep 2016, Prague, Czech Republic. pp.203 - 211, ⟨10.1007/978-3-319-45559-4_21⟩. ⟨hal-01369520⟩
Accès au bibtex
BibTex
ref_biblio
Zied Bouyahia, St√©phane Derrode, Wojciech Pieczynski. An exact smoother in a fuzzy jump Markov switching model. 6th International Workshop on Representation, analysis and recognition of shape and motion FroM Imaging data (RFMI 2016), Oct 2016, Sidi Bou Said, Tunisia. ⟨hal-01448543⟩
Accès au texte intégral et bibtex
https://hal.science/hal-01448543/file/RFMI16.pdf BibTex
ref_biblio
Ivan Gorynin, Emmanuel Monfrini, Wojciech Pieczynski. Unsupervised learning of Markov-switching stochastic volatility with an application to market data. MLSP 2016 : 26th International Workshop on Machine Learning for Signal Processing, Sep 2016, Salerno, Italy. pp.1 - 6, ⟨10.1109/MLSP.2016.7738821⟩. ⟨hal-01548330⟩
Accès au bibtex
BibTex
ref_biblio
Ivan Gorynin, Emmanuel Monfrini, Wojciech Pieczynski. Fast filtering with new sparse transition Markov chains. SSP 2016 : IEEE worshop on Statistical Signal Processing, Jun 2016, Palma De Mallorca, Spain. pp.1 - 5, ⟨10.1109/SSP.2016.7551839⟩. ⟨hal-01358384⟩
Accès au bibtex
BibTex
ref_biblio
Fei Zheng, St√©phane Derrode, Wojciech Pieczynski. Parameter estimation in conditionally Gaussian pairwise Markov switching models and unsupervised smoothing. MLSP 2016 : 26th International Workshop on Machine Learning for Signal Processing, Sep 2016, Salerno, Italy. ⟨10.1109/MLSP.2016.7738907⟩. ⟨hal-01371179⟩
Accès au texte intégral et bibtex
https://hal.science/hal-01371179/file/MLSP2016_Final.pdf BibTex

2015

ref_biblio
Ivan Gorynin, St√©phane Derrode, Emmanuel Monfrini, Wojciech Pieczynski. EXACT FAST SMOOTHING IN SWITCHING MODELS WITH APPLICATION TO STOCHASTIC VOLATILITY. EUSIPCO, Aug 2015, Nice, France. ⟨hal-01165338⟩
Accès au texte intégral et bibtex
https://hal.science/hal-01165338/file/Eusipco15_Lissage.pdf BibTex
ref_biblio
Ivan Gorynin, St√©phane Derrode, Emmanuel Monfrini, Wojciech Pieczynski. Lissage rapide dans des mod√®les non lin√©aires et non gaussiens. GRETSI'2015, Sep 2015, Lyon, France. ⟨hal-01169898⟩
Accès au texte intégral et bibtex
https://hal.science/hal-01169898/file/GRETSI_2015.pdf BibTex

2014

ref_biblio
St√©phane Derrode, Wojciech Pieczynski. Fast filter in non-linear systems with application to stochastic volatility model. EUSIPCO 2014 : 22nd European Signal Processing Conference, Sep 2014, Lisbon, Portugal. pp.2410 - 2414. ⟨hal-01262462⟩
Accès au bibtex
BibTex

2013

ref_biblio
Dalila Benboudjema, Nadia Othman, Bernadette Dorizzi, Wojciech Pieczynski. Challenging eye segmentation using triplet Markov spatial models. ICASSP 2013 : 38th International Conference on Acoustics, Speech, and Signal Processing, May 2013, Vancouver, Canada. pp.1927 - 1931, ⟨10.1109/ICASSP.2013.6637989⟩. ⟨hal-01277855⟩
Accès au bibtex
BibTex
ref_biblio
Dalila Benboudjema, Nadia Othman, Bernadette Dorizzi, Wojciech Pieczynski. Segmentation d'images des yeux par champs de Markov triplets : applications √† la biom√©trie. XXIV√®me Colloque Gretsi, Sep 2013, Brest, France. ⟨hal-00867134⟩
Accès au bibtex
BibTex
ref_biblio
St√©phane Derrode, Wojciech Pieczynski. Filtrage exact dans les syst√®mes lin√©aires gaussiens √† sauts markoviens. XXIV√®me Colloque Gretsi, Sep 2013, Brest, France. ⟨hal-00867172⟩
Accès au bibtex
BibTex
ref_biblio
Houda Hanzouli, J√©r√īme Lapuyade-Lahorgue, Emmanuel Monfrini, Gaspar Delso, Wojciech Pieczynski, et al.. PECT/CT image denoising and segmentation based on a multi observation and multi scale Markov tree model. NSS/MIC 2013 : Nuclear Science Symposium and Medical Imaging Conference, Oct 2013, S√©oul, South Korea. ⟨10.1109/NSSMIC.2013.6829281⟩. ⟨hal-01056014⟩
Accès au bibtex
BibTex
ref_biblio
Wojciech Pieczynski, St√©phane Derrode, Noufel Abbassi, Yohan Petetin, Fran√ßois Desbouvries. Exact optimal filtering in an approximating switching system. TAIMA 2013 : Traitement et Analyse de l'Information M√©thodes et Applications, May 2013, Hammamet, Tunisia. ⟨hal-01461574⟩
Accès au bibtex
BibTex

2012

ref_biblio
Mohamed El Yazid Boudaren, Emmanuel Monfrini, Wojciech Pieczynski. Unsupervised segmentation of nonstationary pairwise Markov chains using evidential priors. EUSIPCO '12 : 20th European Signal Processing Conference, Aug 2012, Bucharest, Romania. pp.2243-2247. ⟨hal-00778813⟩
Accès au bibtex
BibTex
ref_biblio
St√©phane Derrode, Wojciech Pieczynski. Copulas selection in pairwise Markov chain. 20th Int. Conf. on Computational Statistics (COMPSTAT'12), Aug 2012, Limassol, Cyprus. pp. ⟨hal-00777162⟩
Accès au bibtex
BibTex
ref_biblio
St√©phane Derrode, Wojciech Pieczynski. Mod√®les de m√©lange √† copules : simulation, restauration et s√©lection. PH√©nom√®nes Al√©atoires pour la REpr√©sentation des imageS (PAHRES'12), Feb 2012, Sidi Bou Said, Tunisie. ⟨hal-00777169⟩
Accès au bibtex
BibTex

2011

ref_biblio
Noufel Abbassi, Dalila Benboudjema, Wojciech Pieczynski. Filtrage optimal dans les syst√®mes lin√©aires gaussiens markoviens √† sauts. GRETSI 2011 : XXIIIe Colloque, Sep 2011, Bordeaux, France. ⟨hal-01347968⟩
Accès au bibtex
BibTex
ref_biblio
Noufel Abbassi, Dalila Benboudjema, Wojciech Pieczynski. Kalman filtering approximations in triplet Markov Gaussian switching models. SSP 2011 : Statistical Signal Processing Workshop, Jun 2011, Nice, France. pp.77 - 80, ⟨10.1109/SSP.2011.5967820⟩. ⟨hal-01347978⟩
Accès au bibtex
BibTex
ref_biblio
Dalila Benboudjema, Mohamed El Bouchraya Malainin, Wojciech Pieczynski. Exact Kalman filtering in pairwise Gaussian switching systems. ASMDA 2011 : Applied Stochastic Models and Data Analysis, Jun 2011, Rome, Italy. ⟨hal-01347979⟩
Accès au bibtex
BibTex
ref_biblio
Mohamed El Yazid Boudaren, Wojciech Pieczynski, Emmanuel Monfrini. Unsupervised segmentation of non stationary data hidden with non stationary noise. WoSSPA 2011 : 7th International Workshop on Systems, Signal Processing and their Applications, May 2011, Tipaza, Algeria. pp.255 - 258, ⟨10.1109/WOSSPA.2011.5931466⟩. ⟨hal-01354693⟩
Accès au bibtex
BibTex
ref_biblio
Mohamed El Yazid Boudaren, Emmanuel Monfrini, Wojciech Pieczynski. Switching pairwise Markov chains for non stationary textured images segmentation. CGVCVIP 2011 : IADIS International Conference Computer Graphics, Visualization, Computer Vision and Image Processing, Jul 2011, Rome, Italy. pp.11 - 18. ⟨hal-01354618⟩
Accès au bibtex
BibTex
ref_biblio
Mohamed El Yazid Boudaren, Emmanuel Monfrini, Wojciech Pieczynski. Unsupervised segmentation of switching pairwise Markov chains. ISPA 2011 : 7th International Symposium on Image and Signal Processing and Analysis , Sep 2011, Dubrovnik, Croatia. pp.183 - 188. ⟨hal-01354617⟩
Accès au bibtex
BibTex
ref_biblio
St√©phane Derrode, Wojciech Pieczynski. Unsupervised restoration in Gaussian pairwise mixture models. EUSIPCO, Aug 2011, Barcelona, Spain. pp. ⟨hal-00777161⟩
Accès au bibtex
BibTex
ref_biblio
St√©phane Derrode, Wojciech Pieczynski. Segmentation conjointe d'images et copules. Ateliers Traitement et Analyse de l'Information : M√©thodes et Applications (TAIMA'11), Oct 2011, Hammamet, Tunisia. pp. ⟨hal-00777164⟩
Accès au bibtex
BibTex
ref_biblio
Emmanuel Monfrini, Wojciech Pieczynski. Arbres de Markov couple et segmentation non supervis√©e d'images : cas de la mono-r√©solution. GRETSI 2011 : XXIIIe Colloque, Sep 2011, Bordeaux, France. ⟨hal-01347964⟩
Accès au bibtex
BibTex
ref_biblio
Selwa Rafi, Marc Castella, Wojciech Pieczynski. An extension of the ICA model using latent variables. ICASSP 2011 : 36th International Conference on Acoustics, Speech and Signal Processing, May 2011, Prague, Czech Republic. pp.3712 - 3715, ⟨10.1109/ICASSP.2011.5947157⟩. ⟨hal-01302411⟩
Accès au texte intégral et bibtex
https://hal.science/hal-01302411/file/icassp11.pdf BibTex
ref_biblio
Selwa Rafi, Marc Castella, Wojciech Pieczynski. Pairwise Markov model applied to unsupervised image separation. SPPRA '11 : The Eighth IASTED International Conference on Signal Processing, Pattern Recognition, and Applications, Feb 2011, Innsbruck, Austria. ⟨10.2316/P.2011.721-044⟩. ⟨hal-00714717⟩
Accès au texte intégral et bibtex
https://hal.science/hal-00714717/file/iasted11.pdf BibTex
ref_biblio
Selwa Rafi, Marc Castella, Wojciech Pieczynski. Une extension avec variables latentes du mod√®le d'analyse en composantes ind√©pendantes. GRETSI 2011 : XXIIIe Colloque, Sep 2011, Bordeaux, France. pp.1 - 4. ⟨hal-01465735⟩
Accès au texte intégral et bibtex
https://hal.science/hal-01465735/file/gretsi11.pdf BibTex

2010

ref_biblio
Noufel Abbassi, Wojciech Pieczynski. Long memory based approximation of filtering in non linear switching systems. SMTDA 2010 : Stochastic Modeling Techniques and Data Analysis International Conference, Jun 2010, Chania, Greece. ⟨hal-01354810⟩
Accès au bibtex
BibTex
ref_biblio
No√©mie Bardel, Noufel Abbassi, Fran√ßois Desbouvries, Wojciech Pieczynski, Fr√©d√©ric Barbaresco. A bayesian filtering algorithm in jump Markov systems with application to track-before-detect. Radar 2010 : IEEE International Radar Conference, May 2010, Washington, United States. pp.1397 - 1402, ⟨10.1109/RADAR.2010.5494397⟩. ⟨hal-01306300⟩
Accès au bibtex
BibTex
ref_biblio
Wojciech Pieczynski. EM and ICE in hidden and triplet Markov models. SMTDA 2010 : Stochastic Modeling Techniques and Data Analysis International Conference, Jun 2010, Chania, Greece. ⟨hal-01354803⟩
Accès au bibtex
BibTex

2009

ref_biblio
Noufel Abbassi, Wojciech Pieczynski. Filtrage exact partiellement non supervis√© dans les mod√®les cach√©s √† sauts markoviens. GRETSI 2009 : XXIIe Colloque du Groupe d'Etudes du Traitement du Signal et des Images, Sep 2009, Dijon, France. pp.1 - 4. ⟨hal-01360670⟩
Accès au texte intégral et bibtex
https://hal.science/hal-01360670/file/C93.pdf BibTex
ref_biblio
Florence Forbes, Wojciech Pieczynski. New trends in Markov models and related learning to restore data. MLSP 2009 - IEEE International Workshop on Machine Learning for Signal Processing, Sep 2009, Grenoble, France. pp.1-6, ⟨10.1109/MLSP.2009.5306255⟩. ⟨hal-00781201⟩
Accès au bibtex
BibTex
ref_biblio
Wojciech Pieczynski, Noufel Abbassi. Exact filtering and smoothing in short or long memory stochastic switching systems. IEEE International Workshop on MACHINE LEARNING FOR SIGNAL PROCESSING, Sep 2009, Grenoble, France. ⟨hal-00408868⟩
Accès au texte intégral et bibtex
https://hal.science/hal-00408868/file/C91.pdf BibTex
ref_biblio
Wojciech Pieczynski, Noufel Abbassi, Mohamed Ben Mabrouk. Exact filtering and smoothing in Markov switching systems hidden with Gaussian long memory noise. ASMDA 2009 : XIII International Conference Applied Stochastic Models and Data Analysis, Jun 2009, Vilnius, Lithuania. pp.208 - 211. ⟨hal-01360653⟩
Accès au texte intégral et bibtex
https://hal.science/hal-01360653/file/Exact%20Filtering%20and%20Smoothing%20in%20Markov%20Switching%20Systems%20Hidden%20with%20Gaussian%20Long%20Memory%20Noise.pdf BibTex
ref_biblio
Wojciech Pieczynski, F. Salzenstein. Lissage exact dans les arbres al√©atoires triplets √† sauts markoviens. XXII√®me Colloque GRETSI, Sep 2009, Dijon, France. pp. 1-4 (http://hdl.handle.net/2042/28949). ⟨hal-00463971⟩
Accès au bibtex
BibTex
ref_biblio
Wojciech Pieczynski, Fran√ßois Desbouvries. Exact Bayesian smoothing in triplet switching Markov chains. S. Co. 2009 : Complex Data Modeling and Computationally Intensive Statistical Methods for Estimation and Prediction , Sep 2009, Milan, Italy. ⟨hal-01365911⟩
Accès au texte intégral et bibtex
https://hal.science/hal-01365911/file/C94.pdf BibTex
ref_biblio
Wojciech Pieczynski. Exact smoothing in hidden conditionally Markov switching chains. ASMDA 2009 : XIII International Conference Applied Stochastic Models and Data Analysis, Jun 2009, Vilnius Lithuania. pp.212 - 216. ⟨hal-01360396⟩
Accès au texte intégral et bibtex
https://hal.science/hal-01360396/file/exact%20smoothing%20in%20hidden%20conditionally%20markov%20switching%20chains.pdf BibTex

2008

ref_biblio
Noufel Abbassi, Wojciech Pieczynski. Exact filtering in semi-Markov jumping system. ICCMSE 2008 : 6th International Conference of Computational Methods in Sciences and Engineering, Sep 2008, Hersonissos, Greece. ⟨10.1063/1.3225273⟩. ⟨hal-01394350⟩
Accès au texte intégral et bibtex
https://hal.science/hal-01394350/file/C83.pdf BibTex
ref_biblio
J√©r√īme Lapuyade-Lahorgue, Wojciech Pieczynski. Unsupervised segmentation of non-stationary hidden Markov chains with copulas. IASC '08 : Joint 4th World Conference of the IASC and 6th of the Asian Regional Section of the IASC on Computational Statistics & Data Analysis, Dec 2008, Yokohama, Japan. pp.1-10. ⟨hal-00796663⟩
Accès au bibtex
BibTex
ref_biblio
Wojciech Pieczynski. Pairwise and uniformly hidden Markov fields. ICCMSE '08 : Sixth International Conference of Computational Methods in Sciences and Engineering, Sep 2008, Hersonissos, Crete, Greece. pp.193. ⟨hal-00796763⟩
Accès au bibtex
BibTex
ref_biblio
Wojciech Pieczynski. Exact Calculation of Optimal Filter in Hidden Markov Switching Long-Memory Chain. International Conference on Mathematics and Statistics (ICMS 2009), Jun 2008, Ath√®nes, Greece. pp.1-10. ⟨hal-00403154⟩
Accès au texte intégral et bibtex
https://hal.science/hal-00403154/file/C87.pdf BibTex
ref_biblio
Wojciech Pieczynski. Exact calculation of optimal filter in semi-Markov switching model. IASC '08 : Joint 4th World Conference of the IASC and 6th of the Asian Regional Section of the IASC on Computational Statistics & Data Analysis, Dec 2008, Yokohama, Japan. pp.1-8. ⟨hal-00796636⟩
Accès au bibtex
BibTex

2006

ref_biblio
St√©phane Derrode, Lamia Benyoussef, Wojciech Pieczynski. Contextual estimation of hidden Markov chains with application to image segmentation. Int. Conf. on Acoustics, Speech and Signal Processing, 2006, Toulouse, France. ⟨hal-00082716⟩
Accès au bibtex
BibTex
ref_biblio
Gr√©goire Mercier, St√©phane Derrode, Wojciech Pieczynski, Jean-Marie Nicolas, Annabelle Joannic-Chardin, et al.. Copula-based stochastic kernels for abrupt change detection. 2009 IEEE International Geoscience & Remote Sensing Symposium, 2006, Denver, Colorado, United States. ⟨hal-00082709⟩
Accès au bibtex
BibTex

2005

ref_biblio
Nicolas Brunel, Wojciech Pieczynski, St√©phane Derrode. Copulas in vectorial hidden Markov chains for multicomponent image segmentation. Int. Conf. on Acoustics, Speech and Signal Processing, 2005, Philadelphia, United States. ⟨hal-00082768⟩
Accès au bibtex
BibTex
ref_biblio
Wojciech Pieczynski, Fran√ßois Desbouvries. On Triplet Markov Chains. ASMDA, May 2005, Brest, France. ⟨hal-04415484⟩
Accès au texte intégral et bibtex
https://hal.science/hal-04415484/file/asmda-wp.pdf BibTex

2004

ref_biblio
Jean Lecomte, Fran√ßois Desbouvries, Wojciech Pieczynski. A MULTISCALE SMOOTHING ALGORITHM FOR PAIRWISE MARKOV TREES. sixth IMA International Conference on Mathematics in Signal Processing, Dec 2004, Cirencester, United Kingdom. ⟨hal-04415504⟩
Accès au texte intégral et bibtex
https://hal.science/hal-04415504/file/papier-ima-web.pdf BibTex

2003

ref_biblio
St√©phane Derrode, Gr√©goire Mercier, Wojciech Pieczynski. Unsupervised change detection in SAR images using a multicomponent HMC model. MultiTemp'03, 2003, Ispra, Italy. ⟨hal-00082583⟩
Accès au bibtex
BibTex
ref_biblio
St√©phane Derrode, Gr√©goire Mercier, Wojciech Pieczynski. Unsupervised multicomponent image segmentation combining a vectorial HMC model and ICA. Int. Conf. On Image Processing, 2003, Barcelona, Spain. ⟨hal-00082594⟩
Accès au bibtex
BibTex
ref_biblio
St√©phane Derrode, Wojciech Pieczynski. Segmentation non supervis√©e d'images par cha√ģne de Markov couple. Ateliers Traitement et Analyse de l'Information : M√©thodes et Applications, 2003, Hammamet, Tunisie. ⟨hal-00082622⟩
Accès au bibtex
BibTex
ref_biblio
St√©phane Derrode, Gr√©goire Mercier, Wojciech Pieczynski, Ren√© Garello, Jean-Marc Le Caillec. Multiscale oil slick segmentation with Markov chain model. IGARSS'03, 2003, Toulouse, France. ⟨hal-00082587⟩
Accès au bibtex
BibTex
ref_biblio
Fran√ßois Desbouvries, Wojciech Pieczynski. PARTICLE FILTERING IN PAIRWISE AND TRIPLET MARKOV CHAINS. IEEE - EURASIP Workshop on Nonlinear Signal and Image Processing (NSIP 2003), IEEE & EURASIP, Jun 2003, Grado-Gorizia, Italy. ⟨hal-04415536⟩
Accès au texte intégral et bibtex
https://hal.science/hal-04415536/file/nsip2003-wp.pdf BibTex
ref_biblio
Emmanuel Monfrini, Jean Lecomte, Fran√ßois Desbouvries, Wojciech Pieczynski. IMAGE AND SIGNAL RESTORATION USING PAIRWISE MARKOV TREES. IEEE Workshop on Statistical Signal Processing, 2003, IEEE, Sep 2003, St. Louis, United States. pp.174-177, ⟨10.1109/SSP.2003.1289372⟩. ⟨hal-04415528⟩
Accès au texte intégral et bibtex
https://hal.science/hal-04415528/file/ssp03-StLouis-wp.pdf BibTex

2002

ref_biblio
St√©phane Derrode, Wojciech Pieczynski. SAR image segmentation using generalized pairwise Markov chains. 9th SPIE-RS'02, 2002, Crete, Greece. ⟨hal-00082597⟩
Accès au bibtex
BibTex

2000

ref_biblio
St√©phane Derrode, Jean-Marc Boucher, Yves Delignon, Ren√© Garello, Jean-Marc Le Caillec, et al.. Segmentation statistique non supervis√©e des images radar. R√©union du Programme National de T√©l√©d√©tection Spatiale, Oct 2000, Paris, France. ⟨hal-02890076⟩
Accès au bibtex
BibTex
ref_biblio
R. Fjortoft, Jean-Marc Boucher, Yves Delignon, Ren√© Garello, Jean-Marc Le Caillec, et al.. Unsupervised Classification of Radar Images based on hidden Markov Models and Generalised Mixture Estimation. Conf on SAR Image Analysis, Modelling and Techniques, European Symposium on Remote Sensing, Jul 2000, Amsterdam, Pays-Bas. ⟨hal-02890007⟩
Accès au bibtex
BibTex

Chapitre d'ouvrage

2013

ref_biblio
Wojciech Pieczynski. Exact calculation of optimal filters in hidden Markov switching long-memory chain. Essays on mathematics and statistics : Volume 3, ATINER, pp.193-202, 2013, 978-960-9549-34-9. ⟨hal-00842389⟩
Accès au bibtex
BibTex

2010

ref_biblio
Wojciech Pieczynski. Triplet Markov chains and image segmentation. Inverse problems in vision and 3D tomography, iSTE;WILEY, pp.123-153, 2010, 978-1-84821-172-8. ⟨10.1002/9781118603864.ch4⟩. ⟨hal-00830288⟩
Accès au bibtex
BibTex

2009

ref_biblio
Wojciech Pieczynski. Cha√ģnes de Markov triplets et segmentation des images. Probl√®mes inverses en imagerie et vision, Herm√®s-Lavoisier, pp.127-159, 2009, IC2 : S√©rie Traitement du Signal et de l'Image, 978-2-7462-1998-4. ⟨hal-00801932⟩
Accès au bibtex
BibTex

Pré-publication, Document de travail

2023

ref_biblio
Elie Azeraf, Wojciech Pieczynski. Equivalence between conditional random fields and partially Markov models. 2023. ⟨hal-04280748v2⟩
Accès au texte intégral et bibtex
https://hal.science/hal-04280748/file/HALV2.pdf BibTex
ref_biblio
Wojciech Pieczynski. On marginal markovianity in gaussian pairwise Markov models. 2023. ⟨hal-04296719⟩
Accès au texte intégral et bibtex
https://hal.science/hal-04296719/file/HAL.pdf BibTex

2018

ref_biblio
Wojciech Pieczynski, St√©phane Derrode, Ivan Gorynin, Emmanuel Monfrini. Triplet Markov models and fast smoothing in switching systems. 2018. ⟨hal-01864473⟩
Accès au texte intégral et bibtex
https://hal.science/hal-01864473/file/Smoothing%20with%20TMMs.pdf BibTex