Stéphane Derrode

Publication Activity (10 Years)

Years Active: 1999-2023
Publications (10 Years): 19

Top Topics

Unsupervised Classification

Iris Recognition

Top Venues

IEEE Trans. Autom. Control.

Signal Process.

Signal Image Video Process.

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)
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)
Zied Bouyahia, Stéphane Derrode, Wojciech Pieczynski
Filtering in Gaussian Linear Systems With Fuzzy Switches. IEEE Trans. Fuzzy Syst. 28 (8) (2020)
Fei Zheng, Stéphane Derrode, Wojciech Pieczynski
Semi-supervised optimal recursive filtering and smoothing in non-Gaussian Markov switching models. Signal Process. 171 (2020)
Fei Zheng, Stéphane Derrode, Wojciech Pieczynski
Parameter Estimation in Switching Markov Systems and Unsupervised Smoothing. IEEE Trans. Autom. Control. 64 (4) (2019)
Qinjie Ju, René Chalon, Stéphane Derrode
Assisted Music Score Reading Using Fixed-Gaze Head Movement: Empirical Experiment and Design Implications. Proc. ACM Hum. Comput. Interact. 3 (EICS) (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, 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)
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)
Zied Bouyahia, Hedi Haddad, Nafaâ Jabeur, Stéphane Derrode
Real-Time Traffic Data Smoothing from GPS Sparse Measures Using Fuzzy Switching Linear Models. FNC/MobiSPC (2017)
Stéphane Derrode, Wojciech Pieczynski
Unsupervised classification using hidden Markov chain with unknown noise copulas and margins. Signal Process. 128 (2016)
Fei Zheng, Stéphane Derrode, Wojciech Pieczynski
Parameter estimation in conditionally Gaussian pairwise Markov switching models and unsupervised smoothing. MLSP (2016)
Valérian Némesin, Stéphane Derrode
Quality-driven and real-time iris recognition from close-up eye videos. Signal Image Video Process. 10 (1) (2016)
Zied Bouyahia, Stéphane Derrode, Wojciech Pieczynski
An Exact Smoother in a Fuzzy Jump Markov Switching Model. RFMI (2016)
Valérian Némesin, Stéphane Derrode
Robust Partial-Learning in Linear Gaussian Systems. IEEE Trans. Autom. Control. 60 (9) (2015)
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)
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)
Stéphane Derrode, Wojciech Pieczynski
Exact Fast Computation of Optimal Filter in Gaussian Switching Linear Systems. IEEE Signal Process. Lett. 20 (7) (2013)
Valérian Némesin, Stéphane Derrode
Robust Blind Pairwise Kalman Algorithms Using QR Decompositions. IEEE Trans. Signal Process. 61 (1) (2013)
Stéphane Derrode, Wojciech Pieczynski
Unsupervised data classification using pairwise Markov chains with automatic copulas selection. Comput. Stat. Data Anal. 63 (2013)
Valérian Némesin, Stéphane Derrode, Amel Benazza-Benyahia
Gradual Iris Code Construction from Close-Up Eye Video. ACIVS (2012)
Souheib Yousfi, Stéphane Derrode, Riadh Robbana
Watermarking in e-voting for large scale election. ICMCS (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)
Nedra Benletaief, Amel Benazza-Benyahia, Stéphane Derrode
Pupil localization and tracking for video-based iris biometrics. ISSPA (2010)
Mohamed Ali Charmi, Faouzi Ghorbel, Stéphane Derrode
Using fourier-based shape alignment to add geometric prior to snakes. ICASSP (2009)
Lamia Benyoussef, Cyril Carincotte, Stéphane Derrode
Extension of higher-order HMC modeling with application to image segmentation. Digit. Signal Process. 18 (5) (2008)
Mohamed Ali Charmi, Stéphane Derrode, Faouzi Ghorbel
Fourier-based geometric shape prior for snakes. Pattern Recognit. Lett. 29 (7) (2008)
William Ketchantang, Stéphane Derrode, Lionel Martin, Salah Bourennane
Pearson-based mixture model for color object tracking. Mach. Vis. Appl. 19 (5-6) (2008)
Lamia Benyoussef, Stéphane Derrode
Tessella-oriented segmentation and guidelines estimation of ancient mosaic images. J. Electronic Imaging 17 (4) (2008)
Stéphane Derrode, Grégoire Mercier
Unsupervised multiscale oil slick segmentation from SAR images using a vector HMC model. Pattern Recognit. 40 (3) (2007)
Faouzi Ghorbel, Stéphane Derrode, Rim Mezhoud, M. Tarak Bannour, Sami Dhahbi
Image reconstruction from a complete set of similarity invariants extracted from complex moments. Pattern Recognit. Lett. 27 (12) (2006)
Stéphane Derrode, Mohamed Ali Charmi, Faouzi Ghorbel
Fourier-Based Invariant Shape Prior for Snakes. ICASSP (2) (2006)
Cyril Carincotte, Stéphane Derrode, Salah Bourennane
Unsupervised change detection on SAR images using fuzzy hidden Markov chains. IEEE Trans. Geosci. Remote. Sens. 44 (2) (2006)
Stéphane Derrode, Lamia Benyoussef, Wojciech Pieczynski
Contextual Estimation Of Hidden Markov Chains With Application To Image Segmentation. 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)
William Ketchantang, Stéphane Derrode, Salah Bourennane, Lionel Martin
Video Pupil Tracking for Iris Based Identification. ACIVS (2005)
Nicolas Brunel, Wojciech Pieczynski, Stéphane Derrode
Copulas in Vectorial Hidden Markov Chains for Multicomponent Image Segmentation. ICASSP (2) (2005)
Cyril Carincotte, Stéphane Derrode, Salah Bourennane
Multivariate Fuzzy Hidden Markov Chains Model Applied to Unsupervised Multiscale SAR Image Segmentation. FUZZ-IEEE (2005)
Cyril Carincotte, Stéphane Derrode, Guillaume Sicot, Jean-Marc Boucher
Unsupervised image segmentation based on a new fuzzy HMC model. ICASSP (5) (2004)
Grégoire Mercier, Stéphane Derrode
SAR image change detection using distance between distributions of classes. IGARSS (2004)
Stéphane Derrode, Cyril Carincotte, Salah Bourennane
Unsupervised image segmentation based on high-order hidden Markov chains [radar imaging examples]. ICASSP (5) (2004)
Stéphane Derrode, Faouzi Ghorbel
Shape analysis and symmetry detection in gray-level objects using the analytical Fourier-Mellin representation. Signal Process. 84 (1) (2004)
Stéphane Derrode, Wojciech Pieczynski
Signal and image segmentation using pairwise Markov chains. IEEE Trans. Signal Process. 52 (9) (2004)
Grégoire Mercier, Stéphane Derrode, Marc Lennon
Hyperspectral image segmentation with Markov chain model. IGARSS (2003)
Grégoire Mercier, Stéphane Derrode, Wojciech Pieczynski, Jean-Marc Le Caillec, René Garello
Multiscale oil slick segmentation with Markov chain model. IGARSS (2003)
Stéphane Derrode, Grégoire Mercier, Wojciech Pieczynski
Unsupervised multicomponent image segmentation combining a vectorial HMC model and ICA. ICIP (2) (2003)
Stéphane Derrode, Faouzi Ghorbel
Shape distance for rotation estimation and rotational symmetry detection in gray-level images. EUSIPCO (2002)
Stéphane Derrode, Faouzi Ghorbel
Robust and Efficient Fourier-Mellin Transform Approximations for Gray-Level Image Reconstruction and Complete Invariant Description. Comput. Vis. Image Underst. 83 (1) (2001)
Stéphane Derrode, Rim Mezhoud, Faouzi Ghorbel
Comparaison de deux familles complètes de descripteurs de formes pour l'indexation de bases d'objets 2D à niveaux de gris. Ann. des Télécommunications 55 (3-4) (2000)
Stéphane Derrode, Mohamed Daoudi, Faouzi Ghorbel
Invariant Content-Based Image Retrieval Using a Complete Set of Fourier-Mellin Descriptors. ICMCS, Vol. 2 (1999)