Stéphane Derrode

57 papers B 3C 4Misc 1Journal 31Unranked 17
YearRankTypeTitle / Venue / Authors
2023 J jnl
Traffic state prediction using conditionally Gaussian observed Markov fuzzy switching model.
J. Intell. Transp. Syst.
Zied Bouyahia, Hedi Haddad, Stéphane Derrode, Wojciech Pieczynski
2021 J jnl
Toward a Cost-Effective Motorway Traffic State Estimation From Sparse Speed and GPS Data.
IEEE Access
Zied Bouyahia, Hedi Haddad, Stéphane Derrode, Wojciech Pieczynski
2020 J jnl
Filtering in Gaussian Linear Systems With Fuzzy Switches.
IEEE Trans. Fuzzy Syst.
Zied Bouyahia, Stéphane Derrode, Wojciech Pieczynski
2020 J jnl
Semi-supervised optimal recursive filtering and smoothing in non-Gaussian Markov switching models.
Signal Process.
Fei Zheng, Stéphane Derrode, Wojciech Pieczynski
2019 J jnl
An adaptive and on-line IMU-based locomotion activity classification method using a triplet Markov model.
Neurocomputing
Haoyu Li, Stéphane Derrode, Wojciech Pieczynski
2019 J jnl
Assisted Music Score Reading Using Fixed-Gaze Head Movement: Empirical Experiment and Design Implications.
Proc. ACM Hum. Comput. Interact.
Qinjie Ju, René Chalon, Stéphane Derrode
2019 J jnl
Lower Limb Locomotion Activity Recognition of Healthy Individuals Using Semi-Markov Model and Single Wearable Inertial Sensor.
Sensors
Haoyu Li, Stéphane Derrode, Wojciech Pieczynski
2019 J jnl
Parameter Estimation in Switching Markov Systems and Unsupervised Smoothing.
IEEE Trans. Autom. Control.
Fei Zheng, Stéphane Derrode, Wojciech Pieczynski
2018 — conf
Free-Walking 3D Pedestrian Large Trajectory Reconstruction from IMU Sensors.
EUSIPCO
Haoyu Li, Stéphane Derrode, Lamia Benyoussef, Wojciech Pieczynski
2017 J jnl
Fast Filtering in Switching Approximations of Nonlinear Markov Systems With Applications to Stochastic Volatility.
IEEE Trans. Autom. Control.
Ivan Gorynin, Stéphane Derrode, Emmanuel Monfrini, Wojciech Pieczynski
2017 J jnl
Fast smoothing in switching approximations of non-linear and non-Gaussian models.
Comput. Stat. Data Anal.
Ivan Gorynin, Stéphane Derrode, Emmanuel Monfrini, Wojciech Pieczynski
2017 — conf
Real-Time Traffic Data Smoothing from GPS Sparse Measures Using Fuzzy Switching Linear Models.
FNC/MobiSPC
Zied Bouyahia, Hedi Haddad, Nafaâ Jabeur, Stéphane Derrode
2016 — conf
An Exact Smoother in a Fuzzy Jump Markov Switching Model.
RFMI
Zied Bouyahia, Stéphane Derrode, Wojciech Pieczynski
2016 — conf
Parameter estimation in conditionally Gaussian pairwise Markov switching models and unsupervised smoothing.
MLSP
Fei Zheng, Stéphane Derrode, Wojciech Pieczynski
2016 J jnl
Quality-driven and real-time iris recognition from close-up eye videos.
Signal Image Video Process.
Valérian Némesin, Stéphane Derrode
2016 J jnl
Unsupervised classification using hidden Markov chain with unknown noise copulas and margins.
Signal Process.
Stéphane Derrode, Wojciech Pieczynski
2015 — conf
Exact fast smoothing in switching models with application to stochastic volatility.
EUSIPCO
Ivan Gorynin, Stéphane Derrode, Emmanuel Monfrini, Wojciech Pieczynski
2015 J jnl
Optimal Filter Approximations in Conditionally Gaussian Pairwise Markov Switching Models.
IEEE Trans. Autom. Control.
Noufel Abbassi, Dalila Benboudjema, Stéphane Derrode, Wojciech Pieczynski
2015 J jnl
Robust Partial-Learning in Linear Gaussian Systems.
IEEE Trans. Autom. Control.
Valérian Némesin, Stéphane Derrode
2014 — conf
Fast filter in non-linear systems with application to stochastic volatility model.
EUSIPCO
Stéphane Derrode, Wojciech Pieczynski
2014 J jnl
Filtrage statistique optimal rapide dans des systèmes linéaires à sauts non stationnaires.
Traitement du Signal
Noufel Abbassi, Stéphane Derrode, François Desbouvries, Yohan Petetin, Wojciech Pieczynski
2014 J jnl
Subsampling-based HMC parameter estimation with application to large datasets classification.
Signal Image Video Process.
Stéphane Derrode, Lamia Benyoussef, Wojciech Pieczynski
2013 J jnl
Exact Fast Computation of Optimal Filter in Gaussian Switching Linear Systems.
IEEE Signal Process. Lett.
Stéphane Derrode, Wojciech Pieczynski
2013 J jnl
Robust Blind Pairwise Kalman Algorithms Using QR Decompositions.
IEEE Trans. Signal Process.
Valérian Némesin, Stéphane Derrode
2013 J jnl
Unsupervised data classification using pairwise Markov chains with automatic copulas selection.
Comput. Stat. Data Anal.
Stéphane Derrode, Wojciech Pieczynski
2012 B conf
Gradual Iris Code Construction from Close-Up Eye Video.
ACIVS
Valérian Némesin, Stéphane Derrode, Amel Benazza-Benyahia
2012 J jnl
Segmentation d'images par modèle de mélange conjoint non gaussien.
Traitement du Signal
Stéphane Derrode, Wojciech Pieczynski
2012 — conf
Watermarking in e-voting for large scale election.
ICMCS
Souheib Yousfi, Stéphane Derrode, Riadh Robbana
2011 — conf
Unsupervised restoration in Gaussian Pairwise Mixture Model.
EUSIPCO
Stéphane Derrode, Wojciech Pieczynski
2010 — conf
Pupil localization and tracking for video-based iris biometrics.
ISSPA
Nedra Benletaief, Amel Benazza-Benyahia, Stéphane Derrode
2009 Misc conf
Using fourier-based shape alignment to add geometric prior to snakes.
ICASSP
Mohamed Ali Charmi, Faouzi Ghorbel, Stéphane Derrode
2008 — book
Contributions en segmentation statistique d'images et reconnaissance de formes 2D. (Contributions to statistical image segmentation and 2D pattern Recognition).
Stéphane Derrode
2008 J jnl
Extension of higher-order HMC modeling with application to image segmentation.
Digit. Signal Process.
Lamia Benyoussef, Cyril Carincotte, Stéphane Derrode
2008 J jnl
Fourier-based geometric shape prior for snakes.
Pattern Recognit. Lett.
Mohamed Ali Charmi, Stéphane Derrode, Faouzi Ghorbel
2008 J jnl
Pearson-based mixture model for color object tracking.
Mach. Vis. Appl.
William Ketchantang, Stéphane Derrode, Lionel Martin, Salah Bourennane
2008 J jnl
Tessella-oriented segmentation and guidelines estimation of ancient mosaic images.
J. Electronic Imaging
Lamia Benyoussef, Stéphane Derrode
2007 J jnl
Unsupervised multiscale oil slick segmentation from SAR images using a vector HMC model.
Pattern Recognit.
Stéphane Derrode, Grégoire Mercier
2006 — conf
Contextual Estimation Of Hidden Markov Chains With Application To Image Segmentation.
ICASSP (2)
Stéphane Derrode, Lamia Benyoussef, Wojciech Pieczynski
2006 C conf
Copula-based Stochastic Kernels for Abrupt Change Detection.
IGARSS
Grégoire Mercier, Stéphane Derrode, Wojciech Pieczynski, Jean-Marie Nicolas, Annabele Joannic-Chardin, Jordi Inglada
2006 — conf
Fourier-Based Invariant Shape Prior for Snakes.
ICASSP (2)
Stéphane Derrode, Mohamed Ali Charmi, Faouzi Ghorbel
2006 J jnl
Image reconstruction from a complete set of similarity invariants extracted from complex moments.
Pattern Recognit. Lett.
Faouzi Ghorbel, Stéphane Derrode, Rim Mezhoud, M. Tarak Bannour, Sami Dhahbi
2006 J jnl
Unsupervised change detection on SAR images using fuzzy hidden Markov chains.
IEEE Trans. Geosci. Remote. Sens.
Cyril Carincotte, Stéphane Derrode, Salah Bourennane
2005 — conf
Copulas in Vectorial Hidden Markov Chains for Multicomponent Image Segmentation.
ICASSP (2)
Nicolas Brunel, Wojciech Pieczynski, Stéphane Derrode
2005 B conf
Multivariate Fuzzy Hidden Markov Chains Model Applied to Unsupervised Multiscale SAR Image Segmentation.
FUZZ-IEEE
Cyril Carincotte, Stéphane Derrode, Salah Bourennane
2005 B conf
Video Pupil Tracking for Iris Based Identification.
ACIVS
William Ketchantang, Stéphane Derrode, Salah Bourennane, Lionel Martin
2004 C conf
SAR image change detection using distance between distributions of classes.
IGARSS
Grégoire Mercier, Stéphane Derrode
2004 J jnl
Shape analysis and symmetry detection in gray-level objects using the analytical Fourier-Mellin representation.
Signal Process.
Stéphane Derrode, Faouzi Ghorbel
2004 J jnl
Signal and image segmentation using pairwise Markov chains.
IEEE Trans. Signal Process.
Stéphane Derrode, Wojciech Pieczynski
2004 — conf
Unsupervised image segmentation based on a new fuzzy HMC model.
ICASSP (5)
Cyril Carincotte, Stéphane Derrode, Guillaume Sicot, Jean-Marc Boucher
2004 — conf
Unsupervised image segmentation based on high-order hidden Markov chains [radar imaging examples].
ICASSP (5)
Stéphane Derrode, Cyril Carincotte, Salah Bourennane
2003 C conf
Hyperspectral image segmentation with Markov chain model.
IGARSS
Grégoire Mercier, Stéphane Derrode, Marc Lennon
2003 C conf
Multiscale oil slick segmentation with Markov chain model.
IGARSS
Grégoire Mercier, Stéphane Derrode, Wojciech Pieczynski, Jean-Marc Le Caillec, René Garello
2003 — conf
Unsupervised multicomponent image segmentation combining a vectorial HMC model and ICA.
ICIP (2)
Stéphane Derrode, Grégoire Mercier, Wojciech Pieczynski
2002 — conf
Shape distance for rotation estimation and rotational symmetry detection in gray-level images.
EUSIPCO
Stéphane Derrode, Faouzi Ghorbel
2001 J jnl
Robust and Efficient Fourier-Mellin Transform Approximations for Gray-Level Image Reconstruction and Complete Invariant Description.
Comput. Vis. Image Underst.
Stéphane Derrode, Faouzi Ghorbel
2000 J jnl
Comparaison de deux familles complètes de descripteurs de formes pour l'indexation de bases d'objets 2D à niveaux de gris.
Ann. des Télécommunications
Stéphane Derrode, Rim Mezhoud, Faouzi Ghorbel
1999 — conf
Invariant Content-Based Image Retrieval Using a Complete Set of Fourier-Mellin Descriptors.
ICMCS, Vol. 2
Stéphane Derrode, Mohamed Daoudi, Faouzi Ghorbel