Invariant Content-Based Image Retrieval Using a Complete Set of Fourier-Mellin Descriptors. - Stéphane Derrode; Mohamed Daoudi; Faouzi Ghorbel (ICMCS, Vol. 2, 1999)

Comparaison de deux familles complètes de descripteurs de formes pour l'indexation de bases d'objets 2D à niveaux de gris. - Stéphane Derrode; Rim Mezhoud; Faouzi Ghorbel (Ann. des Télécommunications, 2000)

Robust and Efficient Fourier-Mellin Transform Approximations for Gray-Level Image Reconstruction and Complete Invariant Description. - Stéphane Derrode; Faouzi Ghorbel (Comput. Vis. Image Underst., 2001)

Shape distance for rotation estimation and rotational symmetry detection in gray-level images. - Stéphane Derrode; Faouzi Ghorbel (EUSIPCO, 2002)

Unsupervised multicomponent image segmentation combining a vectorial HMC model and ICA. - Stéphane Derrode; Grégoire Mercier; Wojciech Pieczynski (ICIP (2), 2003)

Hyperspectral image segmentation with Markov chain model. - Grégoire Mercier; Stéphane Derrode; Marc Lennon (IGARSS, 2003)

Multiscale oil slick segmentation with Markov chain model. - Grégoire Mercier; Stéphane Derrode; Wojciech Pieczynski; Jean-Marc Le Caillec; René Garello (IGARSS, 2003)

Unsupervised image segmentation based on a new fuzzy HMC model. - Cyril Carincotte; Stéphane Derrode; Guillaume Sicot; Jean-Marc Boucher (ICASSP (5), 2004)

Unsupervised image segmentation based on high-order hidden Markov chains [radar imaging examples]. - Stéphane Derrode; Cyril Carincotte; Salah Bourennane (ICASSP (5), 2004)

SAR image change detection using distance between distributions of classes. - Grégoire Mercier; Stéphane Derrode (IGARSS, 2004)

Shape analysis and symmetry detection in gray-level objects using the analytical Fourier-Mellin representation. - Stéphane Derrode; Faouzi Ghorbel (Signal Process., 2004)

Signal and image segmentation using pairwise Markov chains. - Stéphane Derrode; Wojciech Pieczynski (IEEE Trans. Signal Process., 2004)

Video Pupil Tracking for Iris Based Identification. - William Ketchantang; Stéphane Derrode; Salah Bourennane; Lionel Martin (ACIVS, 2005)

Multivariate Fuzzy Hidden Markov Chains Model Applied to Unsupervised Multiscale SAR Image Segmentation. - Cyril Carincotte; Stéphane Derrode; Salah Bourennane (FUZZ-IEEE, 2005)

Copulas in Vectorial Hidden Markov Chains for Multicomponent Image Segmentation. - Nicolas Brunel; Wojciech Pieczynski; Stéphane Derrode (ICASSP (2), 2005)

Contextual Estimation Of Hidden Markov Chains With Application To Image Segmentation. - Stéphane Derrode; Lamia Benyoussef; Wojciech Pieczynski (ICASSP (2), 2006)

Fourier-Based Invariant Shape Prior for Snakes. - Stéphane Derrode; Mohamed Ali Charmi; Faouzi Ghorbel (ICASSP (2), 2006)

Copula-based Stochastic Kernels for Abrupt Change Detection. - Grégoire Mercier; Stéphane Derrode; Wojciech Pieczynski; Jean-Marie Nicolas 002; Annabele Joannic-Chardin; Jordi Inglada (IGARSS, 2006)

Image reconstruction from a complete set of similarity invariants extracted from complex moments. - Faouzi Ghorbel; Stéphane Derrode; Rim Mezhoud; M. Tarak Bannour; Sami Dhahbi (Pattern Recognit. Lett., 2006)

Unsupervised change detection on SAR images using fuzzy hidden Markov chains. - Cyril Carincotte; Stéphane Derrode; Salah Bourennane (IEEE Trans. Geosci. Remote. Sens., 2006)

Unsupervised multiscale oil slick segmentation from SAR images using a vector HMC model. - Stéphane Derrode; Grégoire Mercier (Pattern Recognit., 2007)

Contributions en segmentation statistique d'images et reconnaissance de formes 2D. (Contributions to statistical image segmentation and 2D pattern Recognition). - Stéphane Derrode (2008)

Extension of higher-order HMC modeling with application to image segmentation. - Lamia Benyoussef; Cyril Carincotte; Stéphane Derrode (Digit. Signal Process., 2008)

Tessella-oriented segmentation and guidelines estimation of ancient mosaic images. - Lamia Benyoussef; Stéphane Derrode (J. Electronic Imaging, 2008)

Pearson-based mixture model for color object tracking. - William Ketchantang; Stéphane Derrode; Lionel Martin; Salah Bourennane (Mach. Vis. Appl., 2008)

Fourier-based geometric shape prior for snakes. - Mohamed Ali Charmi; Stéphane Derrode; Faouzi Ghorbel (Pattern Recognit. Lett., 2008)

Using fourier-based shape alignment to add geometric prior to snakes. - Mohamed Ali Charmi; Faouzi Ghorbel; Stéphane Derrode (ICASSP, 2009)

Pupil localization and tracking for video-based iris biometrics. - Nedra Benletaief; Amel Benazza-Benyahia; Stéphane Derrode (ISSPA, 2010)

Unsupervised restoration in Gaussian Pairwise Mixture Model. - Stéphane Derrode; Wojciech Pieczynski (EUSIPCO, 2011)

Gradual Iris Code Construction from Close-Up Eye Video. - Valérian Némesin; Stéphane Derrode; Amel Benazza-Benyahia (ACIVS, 2012)

Watermarking in e-voting for large scale election. - Souheib Yousfi; Stéphane Derrode; Riadh Robbana (ICMCS, 2012)

Segmentation d'images par modèle de mélange conjoint non gaussien. - Stéphane Derrode; Wojciech Pieczynski (Traitement du Signal, 2012)

Unsupervised data classification using pairwise Markov chains with automatic copulas selection. - Stéphane Derrode; Wojciech Pieczynski (Comput. Stat. Data Anal., 2013)

Exact Fast Computation of Optimal Filter in Gaussian Switching Linear Systems. - Stéphane Derrode; Wojciech Pieczynski (IEEE Signal Process. Lett., 2013)

Robust Blind Pairwise Kalman Algorithms Using QR Decompositions. - Valérian Némesin; Stéphane Derrode (IEEE Trans. Signal Process., 2013)

Fast filter in non-linear systems with application to stochastic volatility model. - Stéphane Derrode; Wojciech Pieczynski (EUSIPCO, 2014)

Subsampling-based HMC parameter estimation with application to large datasets classification. - Stéphane Derrode; Lamia Benyoussef; Wojciech Pieczynski (Signal Image Video Process., 2014)

Filtrage statistique optimal rapide dans des systèmes linéaires à sauts non stationnaires. - Noufel Abbassi; Stéphane Derrode; François Desbouvries; Yohan Petetin; Wojciech Pieczynski (Traitement du Signal, 2014)

Exact fast smoothing in switching models with application to stochastic volatility. - Ivan Gorynin; Stéphane Derrode; Emmanuel Monfrini; Wojciech Pieczynski (EUSIPCO, 2015)

Optimal Filter Approximations in Conditionally Gaussian Pairwise Markov Switching Models. - Noufel Abbassi; Dalila Benboudjema; Stéphane Derrode; Wojciech Pieczynski (IEEE Trans. Autom. Control., 2015)

Robust Partial-Learning in Linear Gaussian Systems. - Valérian Némesin; Stéphane Derrode (IEEE Trans. Autom. Control., 2015)

Parameter estimation in conditionally Gaussian pairwise Markov switching models and unsupervised smoothing. - Fei Zheng 002; Stéphane Derrode; Wojciech Pieczynski (MLSP, 2016)

An Exact Smoother in a Fuzzy Jump Markov Switching Model. - Zied Bouyahia; Stéphane Derrode; Wojciech Pieczynski (RFMI, 2016)

Unsupervised classification using hidden Markov chain with unknown noise copulas and margins. - Stéphane Derrode; Wojciech Pieczynski (Signal Process., 2016)

Quality-driven and real-time iris recognition from close-up eye videos. - Valérian Némesin; Stéphane Derrode (Signal Image Video Process., 2016)

Real-Time Traffic Data Smoothing from GPS Sparse Measures Using Fuzzy Switching Linear Models. - Zied Bouyahia; Hedi Haddad; Nafaâ Jabeur; Stéphane Derrode (FNC/MobiSPC, 2017)

Fast smoothing in switching approximations of non-linear and non-Gaussian models. - Ivan Gorynin; Stéphane Derrode; Emmanuel Monfrini; Wojciech Pieczynski (Comput. Stat. Data Anal., 2017)

Fast Filtering in Switching Approximations of Nonlinear Markov Systems With Applications to Stochastic Volatility. - Ivan Gorynin; Stéphane Derrode; Emmanuel Monfrini; Wojciech Pieczynski (IEEE Trans. Autom. Control., 2017)

Free-Walking 3D Pedestrian Large Trajectory Reconstruction from IMU Sensors. - Haoyu Li; Stéphane Derrode; Lamia Benyoussef; Wojciech Pieczynski (EUSIPCO, 2018)

An adaptive and on-line IMU-based locomotion activity classification method using a triplet Markov model. - Haoyu Li; Stéphane Derrode; Wojciech Pieczynski (Neurocomputing, 2019)

Assisted Music Score Reading Using Fixed-Gaze Head Movement: Empirical Experiment and Design Implications. - Qinjie Ju; René Chalon; Stéphane Derrode (Proc. ACM Hum. Comput. Interact., 2019)

Lower Limb Locomotion Activity Recognition of Healthy Individuals Using Semi-Markov Model and Single Wearable Inertial Sensor. - Haoyu Li; Stéphane Derrode; Wojciech Pieczynski (Sensors, 2019)

Parameter Estimation in Switching Markov Systems and Unsupervised Smoothing. - Fei Zheng 002; Stéphane Derrode; Wojciech Pieczynski (IEEE Trans. Autom. Control., 2019)

Semi-supervised optimal recursive filtering and smoothing in non-Gaussian Markov switching models. - Fei Zheng 002; Stéphane Derrode; Wojciech Pieczynski (Signal Process., 2020)

Filtering in Gaussian Linear Systems With Fuzzy Switches. - Zied Bouyahia; Stéphane Derrode; Wojciech Pieczynski (IEEE Trans. Fuzzy Syst., 2020)

Toward a Cost-Effective Motorway Traffic State Estimation From Sparse Speed and GPS Data. - Zied Bouyahia; Hedi Haddad; Stéphane Derrode; Wojciech Pieczynski (IEEE Access, 2021)

Traffic state prediction using conditionally Gaussian observed Markov fuzzy switching model. - Zied Bouyahia; Hedi Haddad; Stéphane Derrode; Wojciech Pieczynski (J. Intell. Transp. Syst., 2023)