Stéphane Derrode

Orcid: 0000-0002-2865-2057

According to our database1, Stéphane Derrode authored at least 57 papers between 1999 and 2023.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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On csauthors.net:

Bibliography

2023
Traffic state prediction using conditionally Gaussian observed Markov fuzzy switching model.
J. Intell. Transp. Syst., July, 2023

2021
Toward a Cost-Effective Motorway Traffic State Estimation From Sparse Speed and GPS Data.
IEEE Access, 2021

2020
Filtering in Gaussian Linear Systems With Fuzzy Switches.
IEEE Trans. Fuzzy Syst., 2020

Semi-supervised optimal recursive filtering and smoothing in non-Gaussian Markov switching models.
Signal Process., 2020

2019
Parameter Estimation in Switching Markov Systems and Unsupervised Smoothing.
IEEE Trans. Autom. Control., 2019

Lower Limb Locomotion Activity Recognition of Healthy Individuals Using Semi-Markov Model and Single Wearable Inertial Sensor.
Sensors, 2019

Assisted Music Score Reading Using Fixed-Gaze Head Movement: Empirical Experiment and Design Implications.
Proc. ACM Hum. Comput. Interact., 2019

An adaptive and on-line IMU-based locomotion activity classification method using a triplet Markov model.
Neurocomputing, 2019

2018
Free-Walking 3D Pedestrian Large Trajectory Reconstruction from IMU Sensors.
Proceedings of the 26th European Signal Processing Conference, 2018

2017
Fast Filtering in Switching Approximations of Nonlinear Markov Systems With Applications to Stochastic Volatility.
IEEE Trans. Autom. Control., 2017

Fast smoothing in switching approximations of non-linear and non-Gaussian models.
Comput. Stat. Data Anal., 2017

Real-Time Traffic Data Smoothing from GPS Sparse Measures Using Fuzzy Switching Linear Models.
Proceedings of the 14th International Conference on Mobile Systems and Pervasive Computing (MobiSPC 2017) / 12th International Conference on Future Networks and Communications (FNC 2017) / Affiliated Workshops, 2017

2016
Quality-driven and real-time iris recognition from close-up eye videos.
Signal Image Video Process., 2016

Unsupervised classification using hidden Markov chain with unknown noise copulas and margins.
Signal Process., 2016

An Exact Smoother in a Fuzzy Jump Markov Switching Model.
Proceedings of the Representations, Analysis and Recognition of Shape and Motion from Imaging Data, 2016

Parameter estimation in conditionally Gaussian pairwise Markov switching models and unsupervised smoothing.
Proceedings of the 26th IEEE International Workshop on Machine Learning for Signal Processing, 2016

2015
Robust Partial-Learning in Linear Gaussian Systems.
IEEE Trans. Autom. Control., 2015

Optimal Filter Approximations in Conditionally Gaussian Pairwise Markov Switching Models.
IEEE Trans. Autom. Control., 2015

Exact fast smoothing in switching models with application to stochastic volatility.
Proceedings of the 23rd European Signal Processing Conference, 2015

2014
Filtrage statistique optimal rapide dans des systèmes linéaires à sauts non stationnaires.
Traitement du Signal, 2014

Subsampling-based HMC parameter estimation with application to large datasets classification.
Signal Image Video Process., 2014

Fast filter in non-linear systems with application to stochastic volatility model.
Proceedings of the 22nd European Signal Processing Conference, 2014

2013
Robust Blind Pairwise Kalman Algorithms Using QR Decompositions.
IEEE Trans. Signal Process., 2013

Exact Fast Computation of Optimal Filter in Gaussian Switching Linear Systems.
IEEE Signal Process. Lett., 2013

Unsupervised data classification using pairwise Markov chains with automatic copulas selection.
Comput. Stat. Data Anal., 2013

2012
Segmentation d'images par modèle de mélange conjoint non gaussien.
Traitement du Signal, 2012

Watermarking in e-voting for large scale election.
Proceedings of the 2012 International Conference on Multimedia Computing and Systems, 2012

Gradual Iris Code Construction from Close-Up Eye Video.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2012

2011
Unsupervised restoration in Gaussian Pairwise Mixture Model.
Proceedings of the 19th European Signal Processing Conference, 2011

2010
Pupil localization and tracking for video-based iris biometrics.
Proceedings of the 10th International Conference on Information Sciences, 2010

2009
Using fourier-based shape alignment to add geometric prior to snakes.
Proceedings of the IEEE International Conference on Acoustics, 2009

2008
Fourier-based geometric shape prior for snakes.
Pattern Recognit. Lett., 2008

Pearson-based mixture model for color object tracking.
Mach. Vis. Appl., 2008

Tessella-oriented segmentation and guidelines estimation of ancient mosaic images.
J. Electronic Imaging, 2008

Extension of higher-order HMC modeling with application to image segmentation.
Digit. Signal Process., 2008

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

2007
Unsupervised multiscale oil slick segmentation from SAR images using a vector HMC model.
Pattern Recognit., 2007

2006
Unsupervised change detection on SAR images using fuzzy hidden Markov chains.
IEEE Trans. Geosci. Remote. Sens., 2006

Image reconstruction from a complete set of similarity invariants extracted from complex moments.
Pattern Recognit. Lett., 2006

Copula-based Stochastic Kernels for Abrupt Change Detection.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2006

Fourier-Based Invariant Shape Prior for Snakes.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

Contextual Estimation Of Hidden Markov Chains With Application To Image Segmentation.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

2005
Copulas in Vectorial Hidden Markov Chains for Multicomponent Image Segmentation.
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

Multivariate Fuzzy Hidden Markov Chains Model Applied to Unsupervised Multiscale SAR Image Segmentation.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2005

Video Pupil Tracking for Iris Based Identification.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2005

2004
Signal and image segmentation using pairwise Markov chains.
IEEE Trans. Signal Process., 2004

Shape analysis and symmetry detection in gray-level objects using the analytical Fourier-Mellin representation.
Signal Process., 2004

SAR image change detection using distance between distributions of classes.
Proceedings of the 2004 IEEE International Geoscience and Remote Sensing Symposium, 2004

Unsupervised image segmentation based on high-order hidden Markov chains [radar imaging examples].
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

Unsupervised image segmentation based on a new fuzzy HMC model.
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

2003
Multiscale oil slick segmentation with Markov chain model.
Proceedings of the 2003 IEEE International Geoscience and Remote Sensing Symposium, 2003

Hyperspectral image segmentation with Markov chain model.
Proceedings of the 2003 IEEE International Geoscience and Remote Sensing Symposium, 2003

Unsupervised multicomponent image segmentation combining a vectorial HMC model and ICA.
Proceedings of the 2003 International Conference on Image Processing, 2003

2002
Shape distance for rotation estimation and rotational symmetry detection in gray-level images.
Proceedings of the 11th European Signal Processing Conference, 2002

2001
Robust and Efficient Fourier-Mellin Transform Approximations for Gray-Level Image Reconstruction and Complete Invariant Description.
Comput. Vis. Image Underst., 2001

2000
Comparaison de deux familles complètes de descripteurs de formes pour l'indexation de bases d'objets 2D à niveaux de gris.
Ann. des Télécommunications, 2000

1999
Invariant Content-Based Image Retrieval Using a Complete Set of Fourier-Mellin Descriptors.
Proceedings of the IEEE International Conference on Multimedia Computing and Systems, 1999


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