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Lionel Fillatre

Full Professor Université Côte d'Azur Laboratoire I3S ---- Pr. Lionel Fillatre's Publications
161
Documents

Presentation

**Welcome** =========== Please, find below my list of publications.

Research domains

Signal and Image Processing

Skills

Machine learning Statistical learning Deep learning Data science

Publications

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Radiomics, a Promising New Discipline: Example of Hepatocellular Carcinoma

Thomas Lévi-Strauss , Bettina Tortorici , Olivier Lopez , Philippe Viau , Dann Ouizeman
Diagnostics, 2023, 13 (7), pp.1303. ⟨10.3390/diagnostics13071303⟩
Journal articles hal-04235813v1

Radiomics, a Promising New Discipline: Example of Hepatocellular Carcinoma

Thomas Lévi-Strauss , Bettina Tortorici , Olivier Lopez , Philippe Viau , Dann Ouizeman
Diagnostics, 2023, 13 (7), pp.1303. ⟨10.3390/diagnostics13071303⟩
Journal articles hal-04495960v1
Image document

Dynamic Image Quantization using Leaky Integrate-and-Fire Neurons

Effrosyni Doutsi , Lionel Fillatre , Marc Antonini , Panagiotis Tsakalides
IEEE Transactions on Image Processing, 2021
Journal articles hal-02351180v2

Dynamic Image Quantization Using Leaky Integrate-and-Fire Neurons

Effrosyni Doutsi , Lionel Fillatre , Marc Antonini , Panagiotis Tsakalides
IEEE Transactions on Image Processing, 2021, 30, pp.4305-4315. ⟨10.1109/TIP.2021.3070193⟩
Journal articles hal-03624111v1
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Discrete Box-Constrained Minimax Classifier for Uncertain and Imbalanced Class Proportions

Cyprien Gilet , Susana Barbosa , Lionel Fillatre
IEEE Transactions on Pattern Analysis and Machine Intelligence, inPress, ⟨10.1109/TPAMI.2020.3046439⟩
Journal articles hal-02296592v3

Box-constrained optimization for minimax supervised learning

Cyprien Gilet , Susana Barbosa , Lionel Fillatre
ESAIM: Proceedings and Surveys, 2021, 71, pp.101-113. ⟨10.1051/proc/202171109⟩
Journal articles hal-03624051v1
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Sequential detection of a total instantaneous blockage occurred in a single subassembly of a sodium-cooled fast reactor

Igor V. Nikiforov , Fouzi Harrou , Rémi Cogranne , Pierre Beauseroy , Edith Grall-Maës
Nuclear Engineering and Design, 2020, 366, pp.110733. ⟨10.1016/j.nucengdes.2020.110733⟩
Journal articles hal-02906760v1
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A filtered bucket-clustering method for projection onto the simplex and the $$\ell _1$$ ℓ 1 ball

Guillaume Perez , Michel Barlaud , Lionel Fillatre , Jean-Charles Régin
Mathematical Programming, 2019, ⟨10.1007/s10107-019-01401-3⟩
Journal articles hal-02131738v1
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Stratification and prediction of remission in first-episode psychosis patients: the OPTiMiSE cohort study

Emanuela Martinuzzi , Susana Barbosa , Douglas Daoudlarian , Wafa Bel Haj Ali , Cyprien Gilet
Translational Psychiatry, 2019, 9 (1), ⟨10.1038/s41398-018-0366-5⟩
Journal articles hal-02409227v1

Correction: Stratification and prediction of remission in first-episode psychosis patients: the OPTiMiSE cohort study

Emanuela Martinuzzi , Susana Barbosa , Douglas Daoudlarian , Wafa Bel Haj Ali , Cyprien Gilet
Translational Psychiatry, 2019, 9 (1), ⟨10.1038/s41398-019-0505-7⟩
Journal articles hal-02473662v1
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Retina-inspired Filter

Effrosyni Doutsi , Lionel Fillatre , Marc Antonini , Julien Gaulmin
IEEE Transactions on Image Processing, 2018, 27 (7), pp.3484 - 3499. ⟨10.1109/TIP.2018.2812079⟩
Journal articles hal-01350686v1

Security of SCADA Systems Against Cyber-Physical Attacks

van Long Do , Lionel Fillatre , Igor V. Nikiforov , Peter Willet
IEEE Aerospace and Electronic Systems Magazine, 2017, ⟨10.1109/MAES.2017.160047⟩
Journal articles hal-01544580v1

Bayesian localization of anomaly in distributed networks with quadratic criterion

Jian Zhang , Lionel Fillatre , Igor V. Nikiforov
Journal of Intelligent and Fuzzy Systems, 2017, 32 (5), ⟨10.3233/JIFS-169295⟩
Journal articles hal-01562634v1
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Classification and regression using a constrained convex splitting method

Michel Barlaud , Wafa Belhajali , Patrick Louis Combettes , Lionel Fillatre
IEEE Transactions on Signal Processing, 2017
Journal articles hal-01367108v1

Detecting a Suddenly Arriving Dynamic Profile of Finite Duration

Blaise Kévin Guépié , Lionel Fillatre , Igor V. Nikiforov
IEEE Transactions on Information Theory, 2017, 63 (5), ⟨10.1109/TIT.2017.2679057⟩
Journal articles hal-01543571v1
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Constructive Minimax Classification of Discrete Observations with Arbitrary Loss Function

Lionel Fillatre
Signal Processing, 2017, ⟨10.1016/j.sigpro.2017.06.020⟩
Journal articles hal-01543555v1

Sequential detection of transient changes in stochastic-dynamical systems

Lionel Fillatre , Igor V. Nikiforov , van Long Do
Journal de la Société Française de Statistique, 2015, 156 (4), pp.60-97
Journal articles hal-01303040v1

A local adaptive model of natural images for almost optimal detection of hidden data

Rémi Cogranne , Cathel Zitzmann , Florent Retraint , Igor V. Nikiforov , Philippe Cornu
Signal Processing, 2014, ⟨10.1016/j.sigpro.2014.01.027⟩
Journal articles hal-01303044v1

On the Epsilon Most Stringent Test Between Two Vector Lines in Gaussian Noise

Lionel Fillatre
IEEE Transactions on Signal Processing, 2014, 62 (19), pp. 5196-5207
Journal articles hal-01303019v1

Hidden information detection using decision theory and quantized samples: Methodology, difficulties and results

Rémi Cogranne , Florent Retraint , Cathel Zitzmann , Igor V. Nikiforov , Lionel Fillatre
Digital Signal Processing, 2014, ⟨10.1016/j.dsp.2013.09.012⟩
Journal articles hal-01303012v1

Anomaly detection/detectability for a linear model with a bounded nuisance parameter

Fouzi Harrou , Lionel Fillatre , Igor V. Nikiforov
Annual Reviews in Control, 2014, ⟨10.1016/j.arcontrol.2014.03.003⟩
Journal articles hal-01303011v1

Bayesian Test for Multiple Hypothesis Testing Problem with Quadratic Loss

Jian Zhang , Lionel Fillatre , Igor V. Nikiforov
IFAC Proceedings Volumes, 2013, 46 (11), pp.506-511. ⟨10.3182/20130703-3-FR-4038.00038⟩
Journal articles hal-02304209v1

Adaptive Steganalysis of Least Significant Bit Replacement in Grayscale Natural Images

Lionel Fillatre
IEEE Transactions on Signal Processing, 2012, 60 (2), pp.556-569. ⟨10.1109/TSP.2011.2174231⟩
Journal articles hal-00923527v1

Asymptotically Uniformly Minimax Detection and Isolation in Network Monitoring

Lionel Fillatre , Igor V. Nikiforov
IEEE Transactions on Signal Processing, 2012, 60 (7), pp.3357-3371. ⟨10.1109/TSP.2012.2194286⟩
Journal articles hal-00923523v1

Sequential detection of transient changes

Blaise Kévin Guépié , Lionel Fillatre , Igor V. Nikiforov
Sequential Analysis, 2012, ⟨10.1080/07474946.2012.719443⟩
Journal articles hal-01303042v1
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Constrained Epsilon-Minimax Test for Simultaneous Detection and Classification

Lionel Fillatre
IEEE Transactions on Information Theory, 2011, 57 (12), pp.8055-8071. ⟨10.1109/TIT.2011.2170114⟩
Journal articles hal-00749180v1

Détection statistique d'anomalies d'ozone au moyen d'un réseau de capteur

Fouzi Harrou , Lionel Fillatre , Igor V. Nikiforov
Revue Internationale sur l'Ingénierie des Risques Industriels, 2011, 3 (2), pp.47-69
Journal articles hal-02881302v1

A Fixed Size Sample Strategy for the Sequential Detection and Isolation of Non-Orthogonal Alternatives

Lionel Fillatre , Igor V. Nikiforov
Sequential Analysis, 2010, 29 (2), pp.176-192. ⟨10.1080/07474941003741144⟩
Journal articles hal-01564573v1

Optimal volume anomaly detection and isolation in large-scale IP networks using coarse-grained measurements

Pedro Casas Hernandez , Sandrine Vaton , Lionel Fillatre , Igor V. Nikiforov
Computer Networks, 2010, ⟨10.1016/j.comnet.2010.01.013⟩
Journal articles hal-00724659v1

Reactive robust routing: anomaly localization and routing reconfiguration for dynamic networks

Pedro Casas Hernandez , Lionel Fillatre , Sandrine Vaton , Igor V. Nikiforov
Journal of Network and Systems Management, 2010, 19 (1), pp.58-83. ⟨10.1007/s10922-010-9182-9⟩
Journal articles hal-00565752v1

Epsilon-Optimal Non-Bayesian Anomaly Detection for Parametric Tomography

Lionel Fillatre , Igor V. Nikiforov , Florent Retraint
IEEE Transactions on Image Processing, 2008, 17 (11), pp.1985-2000. ⟨10.1109/TIP.2008.2004431⟩
Journal articles hal-01564572v1

Non-Bayesian detection and detectability of anomalies from a few noisy tomographic projections

Lionel Fillatre , Igor V. Nikiforov
IEEE Transactions on Signal Processing, 2007, 55 (2), pp.401-413. ⟨10.1109/TSP.2006.885693⟩
Journal articles hal-01564569v1

A simple Algorithm for Defect Detection From a Few Radiographies

Lionel Fillatre , Igor V. Nikiforov , Florent Retraint
Journal of Computers (JCP), 2007, 2 (6), pp.26-34
Journal articles hal-01564570v1

A statistical detection of an anomaly from a few noisy tomographic projections

Lionel Fillatre , Igor V. Nikiforov
Eurasip Journal on Applied Signal Processing, 2005, Advances in Intelligent Vision Systems: Methods and Applications - Part II, 14, pp.2215-2228. ⟨10.1155/ASP.2005.2215⟩
Journal articles hal-01562647v1
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Approximation d'un Réseau de Neurones ReLU interprétable par une Régression Logistique à Noyau

Marie Guyomard , Susana Barbosa , Lionel Fillatre
54es Journées de Statistique de la SFdS, Jul 2023, Bruxelles, Belgique
Conference papers hal-04195967v1
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Régression logistique à base de splines adaptatives avec un réseau de neurones ReLU

Marie Guyomard , Susana Barbosa , Lionel Fillatre
XXVIIIème Colloque Francophone de Traitement du Signal et des Images, Sep 2022, Nancy, France
Conference papers hal-03778328v1

Distortion Approximation of a Compressed Softmax Layer

Diana Resmerita , Rodrigo Cabral Farias , Benoit Dupont de Dinechin , Lionel Fillatre
2021 IEEE Statistical Signal Processing Workshop (SSP), Jul 2021, Rio de Janeiro, Brazil. pp.491-495, ⟨10.1109/SSP49050.2021.9513733⟩
Conference papers hal-03624052v1

Sur l'équivalence entre la régression logistique à base de splines et l'apprentissage profond

Marie Guyomard , Cyprien Gilet , Susana Barbosa , Lionel Fillatre
Congrès des Jeunes Chercheuses et Chercheurs en Mathématiques Appliquées, Oct 2021, Palaiseau, France
Conference papers hal-03624278v1

Explainable Deep Learning Detection of Gaussian Propeller Noise with Unknown Signal-to-Noise Ratio

Mahiout Thomas , Lionel Fillatre , Deruaz-Pepin Laurent
2021 IEEE 31st International Workshop on Machine Learning for Signal Processing (MLSP), Oct 2021, Gold Coast, France. pp.1-6, ⟨10.1109/MLSP52302.2021.9596566⟩
Conference papers hal-03624031v1

Classification Error Approximation of a Compressed Linear Softmax Layer

Diana Resmerita , Rodrigo Cabral Farias , Lionel Fillatre
2021 29th European Signal Processing Conference (EUSIPCO), Aug 2021, Dublin, Ireland. pp.1446-1450, ⟨10.23919/EUSIPCO54536.2021.9616015⟩
Conference papers hal-03624036v1
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Réseaux de Neurones Convolutifs avec Apprentissage Minimax pour des Proportions par classe incertaines et déséquilibrées

Marie Guyomard , Cyprien Gilet , Susana Barbosa , Lionel Fillatre
ORASIS 2021, Centre National de la Recherche Scientifique [CNRS], Sep 2021, Saint Ferréol, France
Conference papers hal-03339661v1

Adjusting Decision Trees for Uncertain Class Proportions

Cyprien Gilet , Marie Guyomard , Susana Barbosa , Lionel Fillatre
ECML/PKDD 2020 Tutorial and Workshop on Uncertainty in Machine Learning, Sep 2020, Ghent, Belgium
Conference papers hal-03624100v1

Apprentissage d’un classifieur Minimax-Regret pour données hétérogènes et priors incertains

Cyprien Gilet , Susana Barbosa , Lionel Fillatre
52emes Journées de Statistiques, Jun 2020, Nice, France
Conference papers hal-03624269v1

Benchmarking Alternative Floating-Point Formats for Deep Learning Inference

Diana Resmerita , Rodrigo Cabral Farias , Benoît Dupont de Dinechin , Lionel Fillatre
COMPAS, 2020, Lyon, France
Conference papers hal-03625485v1

Diagnostic non invasif de la NASH fibrosante à l’aide de l’intelligence artificielle

Marie Guyomard , Dann Ouizeman , Renaud Schiappa , Cyprien Gilet , Jocelyn Gal
87e Journées Scientifiques de l'AFEF, Oct 2020, Paris, France
Conference papers hal-03628932v1

Propeller Noise Detection with Deep Learning

Mahiout Thomas , Lionel Fillatre , Deruaz-Pepin Laurent
ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), May 2020, Barcelona, Spain. pp.306-310, ⟨10.1109/ICASSP40776.2020.9054024⟩
Conference papers hal-02906778v1

Minimax Classifier with Box Constraint on the Priors

Cyprien Gilet , Susana Barbosa , Lionel Fillatre
Machine Learning for Health (ML4H) at NeurIPS 2019, Dec 2019, Vancouver, Canada
Conference papers hal-02906763v1

Apprentissage d’un classifieur minimax pour données discrètes

Cyprien Gilet , Susana Barbosa , Lionel Fillatre
Colloque GRETSI, Aug 2019, Lille, France
Conference papers hal-02906850v1

Apprentissage d’un classifieur minimax pour données discrètes

Cyprien Gilet , Susana Barbosa , Lionel Fillatre
51emes Journées de Statistiques, Jun 2019, Nancy, France
Conference papers hal-03624259v1

Compression des réseaux de neurones profonds à base de quantification uniforme et non-uniforme

Diana Resmerita , Rodrigo Cabral Farias , Benoît Dupont de Dinechin , Lionel Fillatre
Colloque GRETSI, Aug 2019, Lille, France
Conference papers hal-02906788v1

Apprentissage d'un classificateur minimax pour données discrètes

Cyprien Gilet , Susana Barbosa , Lionel Fillatre
51èmes Journées de Statistique, Jun 2019, Vandœuvre-lès-Nancy, France
Conference papers hal-02906849v1

Compression des réseaux de neurones profonds à base de quantification uniforme et non-uniforme

Diana Resmerita , Rodrigo Cabral Farias , Benoît Dupont de Dinechin , Lionel Fillatre
Orasis 2019, May 2019, Saint-Dié-des-Vosges, France
Conference papers hal-02906786v1

Box-Constrained Optimization for Minimax Supervised Learning

Cyprien Gilet , Susana Barbosa , Lionel Fillatre
19th French-German-Swiss conference on Optimization, Sep 2019, Nice, France
Conference papers hal-02906851v1

Anomaly Detection with Discrete Minimax Classifier for Imbalanced dataset or Uncertain Class Proportions

Cyprien Gilet , Lionel Fillatre
2nd World Congress on Condition Monitoring 2019, Dec 2019, Singapore, Singapore
Conference papers hal-02906773v1
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Efficiency of the Bio-Inspired Leaky Integrate-and-Fire Neuron for Signal Coding

Effrosyni Doutsi , Lionel Fillatre , Marc Antonini
EUSIPCO (27th European Signal Processing Conference), Sep 2019, Coruña, Spain
Conference papers hal-02146548v1

Apprentissage Paramétrique d'un Classifieur de Neyman-Pearson

Danny Schmitt , Lionel Fillatre
50èmes Journées de Statistique, May 2018, Paris Saclay, France
Conference papers hal-02906817v1
Image document

NEURO-INSPIRED QUANTIZATION

Effrosyni Doutsi , Lionel Fillatre , Marc Antonini , Julien Gaulmin
25th IEEE International Conference on Image Processing (ICIP 2018), Oct 2018, Athènes, Greece. pp.689-693, ⟨10.1109/ICIP.2018.8451793⟩
Conference papers hal-02144872v1

Bayesian Test with Quadratic Criterion for Multiple Hypothesis Testing Problem

Jian Zhang , Lionel Fillatre , Igor V. Nikiforov
2017 International Conference on Industrial Informatics - Computing Technology, Intelligent Technology, Industrial Information Integration (ICIICII), Dec 2017, Wuhan, China. pp.294-300, ⟨10.1109/ICIICII.2017.77⟩
Conference papers hal-03323258v1

Sequential detection of transient changes (the case of dynamic profile)

Blaise Kévin Guépié , Lionel Fillatre , Igor V. Nikiforov
6th International Workshop in Sequential Methodologies, 2017, Rouen, France
Conference papers hal-02632339v1
Image document

Bio-inspired quantization

Effrosyni Doutsi , Lionel Fillatre , Marc Antonini , Julien Gaulmin
XXVIeme Colloque GRETSI, Sep 2017, Juan-les-Pins, France
Conference papers hal-01562644v1

Détection et Classification Minimax d'Observations Discrètes

Lionel Fillatre
49ème Journées de Statistique, May 2017, Avignon, France
Conference papers hal-01543558v1

A filtered bucket-clustering method for Projection onto the Simplex and the l1 ball

Guillaume Perez , Michel Barlaud , Lionel Fillatre , Jean-Charles Régin
Colloque GRETSI, Sep 2017, Juan-les-Pins, France
Conference papers hal-01562642v1

Apprentissage Statistique Optimal d'un Classifieur de Neyman-Pearson Paramétrique

Danny Schmitt , Lionel Fillatre , Michel Barlaud
Colloque GRETSI, Sep 2017, Juan-les-Pins, France
Conference papers hal-01562643v1

Learning-Based Epsilon Most Stringent Test for Gaussian Samples Classification

Lionel Fillatre , Igor V. Nikiforov
IEEE International Symposium on Information Theory (ISIT), Jun 2017, Aachen, Germany
Conference papers hal-01562638v1

Sequential detection of cyber-physical attacks on industrial systems

van Long Do , Lionel Fillatre , Igor V. Nikiforov
JSM 2016 (Joint Statistical Meeting), Jul 2016, Chicago, United States
Conference papers hal-02884669v1
Image document

Retina inspired Video Codec

Effrosyni Doutsi , Lionel Fillatre , Marc Antonini , Julien Gaulmin
Picture Coding Symposium, Dec 2016, Nuremberg, Germany. ⟨10.1109/PCS.2016.7906309⟩
Conference papers hal-01510010v1
Image document

Event-based coding of still images using a bio-inspired frame

Effrosyni Doutsi , Lionel Fillatre , Marc Antonini , Julien Gaulmin
International Conference on Event-based Control, Communication, and Signal Processing (EBCCSP), 2015, Krakow, Poland
Conference papers hal-01303086v1

Bayes classification for asynchronous event-based cameras

Lionel Fillatre
23rd European Signal Processing Conference (EUSIPCO), 2015, Nice, France
Conference papers hal-01303096v1
Image document

Retinal-inspired filtering for dynamic image coding

Effrosyni Doutsi , Lionel Fillatre , Marc Antonini , Julien Gaulmin
IEEE International Conference on Image Processing (ICIP), 2015, Québec City, Canada. pp.3505 - 3509, ⟨10.1109/ICIP.2015.7351456⟩
Conference papers hal-01303088v1

Sensitivity analysis of the sequential test for detecting cyber-physical attacks

van Long Do , Lionel Fillatre , Igor V. Nikiforov
23rd European Signal Processing Conference (EUSIPCO), 2015, Nice, France. pp.2261-2265, ⟨10.1109/EUSIPCO.2015.7362787⟩
Conference papers hal-01303085v1
Image document

Signal reconstruction from a bio-inspired event-based code

Effrosyni Doutsi , Lionel Fillatre , Marc Antonini , Julien Gaulmin
Colloque GRETSI, 2015, Lyon, France
Conference papers hal-01303087v1
Image document

Video analysis and synthesis based on a retinal-inspired frame

Effrosyni Doutsi , Lionel Fillatre , Marc Antonini , Julien Gaulmin
23rd European Signal Processing Conference (EUSIPCO), 2015, Nice, France. pp.2226 - 2230, ⟨10.1109/EUSIPCO.2015.7362780⟩
Conference papers hal-01303089v1

Better Bounds for Bayesian Multiple Test with Quadratic Loss Function

Jian Zhang , Lionel Fillatre , Igor V. Nikiforov
International Conference on Industrial Informatics-Computing Technology, Intelligent Technology, Industrial Information Integration (ICIICII), 2015, Wuhan, China
Conference papers hal-01303099v1

Sequential monitoring of SCADA systems against cyber/physical attacks

van Long Do , Lionel Fillatre , Igor V. Nikiforov
9th IFAC Symposium on Fault Detection, Supervision and Safety for Technical Processes SAFEPROCESS, 2015, Paris, France
Conference papers hal-01303098v1

Two sub-optimal algorithms for detecting cyber/physical attacks on SCADA systems

Van Long Do , van Long Do , Lionel Fillatre , Igor V. Nikiforov
Xth International Conference System Identification and Control Problems, SICPRO’15, Jan 2015, Moscow, Russia. pp.1144-1156
Conference papers hal-02884129v1

Uniformly minimum variance unbiased estimation for asynchronous event-based cameras

Lionel Fillatre , Marc Antonini
IEEE International Conference on Image Processing (ICIP), 2014, Paris, France
Conference papers hal-01303104v1

Uniformly most powerful detection for integrate and fire time encoding

Lionel Fillatre , Igor V. Nikiforov , Marc Antonini , Abdourrahmane Atto
European Signal Processing Conference (EUSIPCO), Sep 2014, Lisbon, Portugal
Conference papers hal-01099477v1

A statistical method for detecting cyber/physical attacks on SCADA systems

van Long Do , Lionel Fillatre , Igor V. Nikiforov
IEEE Conference on Control Applications (CCA), Oct 2014, Juan Les Pins, France. ⟨10.1109/CCA.2014.6981373⟩
Conference papers hal-01303083v1

Simulation of Image Time Series from Dynamical Fractional Brownian Fields

Abdourrahmane Atto , Lionel Fillatre , Marc Antonini , Igor V. Nikiforov
IEEE International Conference on Image Processing (ICIP), Oct 2014, Paris, France. pp.6086-6090, ⟨10.1109/ICIP.2014.7026228⟩
Conference papers hal-01018847v1

Hybrid weighted-stego detection using machine learning

Lionel Fillatre , Muriel Dumontet , Wafa Bel Haj Ali , Marc Antonini , Michel Barlaud
IEEE International Conference on Image Processing (ICIP), 2014, Paris, France
Conference papers hal-01303095v1

Impact of the Railway Centerline Geometry Uncertainties on the Train Velocity Estimation by GPS

Guoliang Zhu , Lionel Fillatre , Igor V. Nikiforov
5th International Conference on Personal Satellite Services, Jun 2013, Toulouse, France. pp.156-161
Conference papers hal-00923230v1

Sequential detection of transient changes

Blaise Kévin Guépié , Lionel Fillatre , Igor V. Nikiforov
The 4th International Workshop in Sequential Methodologies, Jul 2013, Athens, United States
Conference papers hal-02632099v1

Improvement of trajectory-aided GNSS land navigation: precision and integrity of train positioning

Guoliang Zhu , Lionel Fillatre , Igor V. Nikiforov
The 7th International satellite navigation Forum, Apr 2013, Moscow, Russia
Conference papers hal-00923226v1

Voice activity detection based on a statistical semiparametric test

Asmaa Amehraye , Lionel Fillatre , Nicholas Evans
IEEE International Conference on Acoustics, Speech and Signal Processing, May 2013, Vancouver, Canada. pp.6367-6371
Conference papers hal-00923235v1

Surveillance Continue d’Activité et Localisation d’Agressions

Francis Campan , van Long Do , Patrick Nader , Paul Honeine , Pierre Beauseroy
Workshop Interdisciplinaire sur la Sécurité Globale (WISG), 2013, Troyes, France
Conference papers hal-01303127v1

Estimation of the train travelled distance, velocity and acceleration by using GPS signals

Guoliang Zhu , Lionel Fillatre , Igor V. Nikiforov
European Navigation Conference 2013, Apr 2013, Vienna, Austria
Conference papers hal-00923214v1

Bayesian Test for Multiple Hypothesis Testing Problem with Quadratic Loss

Jian Zhang , Lionel Fillatre , Igor V. Nikiforov
11th IFAC International Workshop on Adaptation and Learning in Control and Signal Processing, Jul 2013, Caen, France
Conference papers hal-00923521v1

Impact of the data uncertainties on the regression model: application to the trajectory-aided surface GNSS navigation

Guoliang Zhu , Lionel Fillatre , Igor V. Nikiforov
GRETSI 2013, Sep 2013, Brest, France
Conference papers hal-00923223v1

Détection séquentielle d’un signal transitoire dynamique dans les systèmes à sécurité critique

Blaise Kévin Guépié , Lionel Fillatre , Igor V. Nikiforov
Colloque GRETSI, 2013, Brest, France
Conference papers hal-01303097v1

Test Bayésien entre hypothèses multiples avec critère quadratique

Jian Zhang , Lionel Fillatre , Igor V. Nikiforov
GRETSI 2013, Sep 2013, Brest, France
Conference papers hal-00923522v1

Statistical detection of abnormal ozone measurements based on Constrained Generalized Likelihood Ratio test

Fouzi Harrou , Lionel Fillatre , Michel Bobbia , Igor V. Nikiforov
IEEE 52nd Annual Conference on Decision and Control (CDC), Dec 2013, Firenze, Italy. pp.4997-5002, ⟨10.1109/CDC.2013.6760673⟩
Conference papers hal-01303116v1

VigiRes'Eau

Stéphane Deveughèle , Charles Perez , Marc Lemercier , Huan Yin , B. Birregah
Proc. 10th International Conference on Hydroinformatics, 2012, Hamburg, Germany
Conference papers hal-01966013v1

Statistical detection of information hiding based on adjacent pixels difference

Rémi Cogranne , Cathel Zitzmann , Florent Retraint , Igor V. Nikiforov , Philippe Cornu
European Signal Processing Conference (EUSIPCO-2012), Aug 2012, Bucharest, Romania. pp.1737-1741
Conference papers hal-02573455v1

Statistical Detection of LSB Matching Using Hypothesis Testing Theory

Rémi Cogranne , Cathel Zitzmann , Florent Retraint , Igor V. Nikiforov , Lionel Fillatre
14th International Conference, IH 2012, May 2012, Berkeley, United States. pp.46-62, ⟨10.1007/978-3-642-36373-3_4⟩
Conference papers hal-02573451v1

VigiRes'Eau : Surveiller un réseau de distribution d'eau potable

Huan Yin , Francis Campan , Blaise Kévin Guépié , Zineb Noumir , Lionel Fillatre
Workshop Interdisciplinaire sur la Sécurité Globale (WISG 2012), Jan 2012, Troyes, France
Conference papers hal-02632233v1

Sequential Monitoring of Water Distribution Network

Blaise Kévin Guépié , Lionel Fillatre , Igor V. Nikiforov
16th IFAC Symposium on System Identification, Oct 2012, Brussels, Belgium. pp.392-397, ⟨10.3182/20120711-3-BE-2027.00114⟩
Conference papers hal-02632118v2

A new approach for semiparametric detection

Asmaa Amehraye , Lionel Fillatre
IEEE International Conference on Acoustics, Speech and Signal Processing, Mar 2012, Kyoto, Japan. pp.3949-3952, ⟨10.1109/ICASSP.2012.6288782⟩
Conference papers hal-00923525v1

Hidden information detection based on quantized Laplacian distribution

Cathel Zitzmann , Rémi Cogranne , Lionel Fillatre , Igor V. Nikiforov , Florent Retraint
IEEE International Conference On Acoustics, Speech and Signal Processing (ICASSP), 2012, Kyoto, Japan. ⟨10.1109/ICASSP.2012.6288248⟩
Conference papers hal-01303103v1

Detection of contamination in water distribution network

Zineb Noumir , Blaise Kévin Guépié , Lionel Fillatre , Paul Honeine , Igor V. Nikiforov
Advances in Hydroinformatics, 2012, Nice, France. ⟨10.1007/978-981-4451-42-0_12⟩
Conference papers hal-01303112v1

Detecting an abrupt change of finite duration

Blaise Kévin Guépié , Lionel Fillatre , Igor V. Nikiforov
Conference Record of the Forty Sixth Asilomar Conference on Signals, Systems and Computers (ASILOMAR), 2012, Pacific Grove, United States
Conference papers hal-01303125v1

Statistical detection of LSB matching in the presence of nuisance parameters

Rémi Cogranne , Cathel Zitzmann , Florent Retraint , Igor V. Nikiforov , Lionel Fillatre
Statistical Signal Processing Workshop, 2012, Ann Arbor, United States. pp.912-915, ⟨10.1109/SSP.2012.6319857⟩
Conference papers hal-01303081v1

Detection of contamination in water distribution network

Zineb Noumir , Blaise Kévin Guépié , Lionel Fillatre , Paul Honeiné , Igor V. Nikiforov
2nd International Conference SimHydro: New trends in simulation hydroinformatics and 3D modeling, 2012, Sophia-Antipolis, France
Conference papers hal-02870498v1

Hypothesis testing by using quantized observations

Diana Resmerita , Rodrigo Cabral Farias , Benoît Dupont de Dinechin , Lionel Fillatre
2011 IEEE Statistical Signal Processing Workshop (SSP), Jun 2011, Nice, France. pp.501-504, ⟨10.1109/SSP.2011.5967743⟩
Conference papers hal-03624147v1

Méthodes statistiques de détection d'informations cachées

Rémi Cogranne , Philippe Cornu , Lionel Fillatre , Igor V. Nikiforov , Florent Retraint
Workshop Interdisciplinaire sur la sécurité Globale, Jan 2011, Troyes, France
Conference papers hal-02573464v1

An optimal filtering for unmasked noise prevention

Asmaa Amehraye , Lionel Fillatre , Dominique Pastor
ICASSP: 36th international conference on acoustics speech and signal processing, May 2011, Prague, Czech Republic
Conference papers hal-00609540v1

Statistical Decision Methods in Hidden Information Detection

Cathel Zitzmann , Rémi Cogranne , Florent Retraint , Igor V. Nikiforov , Lionel Fillatre
13th International Conference, IH 2011, May 2011, Prague, Czech Republic. pp.163-177, ⟨10.1007/978-3-642-24178-9_12⟩
Conference papers hal-02573459v1

Reliable detection of hidden information based on a non-linear local model

Rémi Cogranne , Cathel Zitzmann , Lionel Fillatre , Igor V. Nikiforov , Florent Retraint
2011 IEEE Statistical Signal Processing Workshop (SSP), Jun 2011, Nice, France. pp.493-496, ⟨10.1109/SSP.2011.5967740⟩
Conference papers hal-02359577v1

Hypothesis testing by using quantized observations

Cathel Zitzmann , Rémi Cogranne , Florent Retraint , Igor V. Nikiforov , Lionel Fillatre
2011 IEEE Statistical Signal Processing Workshop (SSP), Jun 2011, Nice, France. pp.501-504, ⟨10.1109/SSP.2011.5967743⟩
Conference papers hal-02319139v1

A new criterion for optimal constrained minimax detection and classification

Lionel Fillatre , Igor V. Nikiforov
IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2011, Prague, Czech Republic
Conference papers hal-01303123v1

Fault Detection and Isolation in Large-Scale IP Network

Lionel Fillatre , Igor V. Nikiforov
IFAC World Congress, 2011, Milano, Italy
Conference papers hal-01303124v1

Statistical decision by using quantized observations

Rémi Cogranne , Cathel Zitzmann , Lionel Fillatre , Florent Retraint , Igor V. Nikiforov
2011 IEEE International Symposium on Information Theory - ISIT, Jul 2011, St. Petersburg, Russia. pp.1210-1214, ⟨10.1109/ISIT.2011.6033727⟩
Conference papers hal-02362342v1

VigiRes'Eau : Surveillance en temps réel de la qualité de l'eau potable d'un réseau de distribution en vue de la détection d'intrusions

Lionel Fillatre , Paul Honeine , Igor V. Nikiforov , Cédric Richard , Hichem Snoussi
Workshop Interdisciplinaire sur la Sécurité Globale (WISG 2013), Jan 2011, Troyes, France
Conference papers hal-02632317v1

Constrained epsilon-equalizer test for multiple hypothesis testing

Lionel Fillatre
IEEE International Symposium on Information Theory Proceedings (ISIT), Jul 2011, St. Petersburg, Russia. pp.2994-2998
Conference papers hal-00923526v1

Détection statistique d'anomalies et surveillance électronique mobile

Fouzi Harrou , Lionel Fillatre , Igor V. Nikiforov
Surveillance, Sureté, Sécurité des Grands Systèmes, GIS-3SGS'11, Oct 2011, Valenciennes, France
Conference papers hal-02884150v1
Image document

Détection quasi-optimale d'informations cachées basée sur un modèle local non-linéaire

Rémi Cogranne , Cathel Zitzmann , Lionel Fillatre , Florent Retraint , Igor V. Nikiforov
XXIIIième colloque GRETSI, Sep 2011, Bordeaux, France. pp.4
Conference papers hal-00640668v1
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Détection Optimale d'Information Cachées Indépendante du Contenu des Images

Rémi Cogranne , Lionel Fillatre , Florent Retraint , Cathel Zitzmann
Journées codes et stéganographie, Jan 2011, Saint Cyr - Coëtquidan, France. pp.6
Conference papers hal-00640667v1

Sequential monitoring of water distribution network

Blaise Kévin Guépié , Lionel Fillatre , Igor V. Nikiforov
International Workshop in Sequential Methodologies, Jun 2011, Stanford, United States
Conference papers hal-02632360v1

A Cover Image Model For Reliable Steganalysis

Rémi Cogranne , Cathel Zitzmann , Lionel Fillatre , Florent Retraint , Igor V. Nikiforov
13th International Conference, IH 2011, May 2011, Prague, Czech Republic. pp.163-177, ⟨10.1007/978-3-642-24178-9_13⟩
Conference papers hal-02573461v1
Image document

A Semi-Markovian Individual Model of Users for P2P Video Streaming Applications

Grégory Bonnet , Ihsan Ullah , Guillaume Doyen , Lionel Fillatre , Dominique Gaïti
Proceedings of the 4th International Conference on New Technologies, Mobility and Security, Feb 2011, paris, France. pp.1-5
Conference papers hal-00952019v1

Détection Optimale à base de Laplacienne quantifiée

Cathel Zitzmann , Rémi Cogranne , Florent Retraint , Igor V. Nikiforov , Lionel Fillatre
XXIIIième colloque GRETSI, Sep 2011, Bordeaux, France
Conference papers hal-02573466v1

Modélisation des images naturelles pour la criminalistique numérique

Rémi Cogranne , Florent Retraint , Lionel Fillatre , Cathel Zitzmann
Workshop 3SGS, Sep 2010, Reims, France
Conference papers hal-02573471v1

Sequential decision procedures in networks

Lionel Fillatre , Igor V. Nikiforov , Guillaume Doyen , Grégory Bonnet
Fifth International Workshop in Applied Probability, Jul 2010, Colmenarejo, Spain
Conference papers hal-02611017v1

Recherche d'Informations Cachées : la deuxième année

Rémi Cogranne , Philippe Cornu , Lionel Fillatre , Igor V. Nikiforov , Florent Retraint
WISG'10, Jan 2010, Troyes, France
Conference papers hal-02573468v1

Bounded nuisance rejection and redundant sensor network

Fouzi Harrou , Lionel Fillatre , Igor V. Nikiforov
8th International Conference on System Identification and Control Problems, Jan 2009, Moscow, Russia. pp.786-795
Conference papers hal-02883365v1

Détection et localisation séquentielle d'anomalies non-orthogonales

Lionel Fillatre , Igor V. Nikiforov
GRETSI 2009, Sep 2009, Dijon, France
Conference papers hal-02884154v1

Algorithms of real time automatic processing of three component seismograms

Fouzi Harrou , Lionel Fillatre , Igor V. Nikiforov
8th International Conference on System Identification and Control Problems, Jan 2009, Moscow, Russia. pp.1019-1034
Conference papers hal-02883367v1

Fixed Size Sample Strategy for Change Detection and Isolation of Non-Orthogonal Faults

Lionel Fillatre , Igor V. Nikiforov
7th IFAC Symposium on Fault Detection, Supervision and Safety of Technical Processes : SAFEPROCESS'09, Jun 2009, Barcelona, Spain. pp.283-288, ⟨10.3182/20090630-4-ES-2003.00047⟩
Conference papers hal-02883359v1
Image document

Efficient methods for traffic matrix modeling and on-line estimation in large-scale IP networks

Pedro Casas Hernandez , Sandrine Vaton , Lionel Fillatre , Thierry Chonavel
ITC'21 : 21st conference on International Teletraffic Congress, Sep 2009, Paris, France. pp.1-8
Conference papers hal-00527606v1

Détection statistique de pics de pollution d'ozone au moyen d'un réseau de capteur

Fouzi Harrou , Lionel Fillatre , Igor V. Nikiforov
CIRI 2009, May 2009, Reims, France
Conference papers hal-02883361v1

Sequential detection and isolation of non-orthogonal alternatives

Lionel Fillatre , Igor V. Nikiforov
International Workshop in Sequential Methodologies (IWSM) 2009, Jun 2009, Troyes, France
Conference papers hal-02883356v1

Recherche d'Informations Cachées : la première année

Rémi Cogranne , Philippe Cornu , Lionel Fillatre , Igor V. Nikiforov , Florent Retraint
WISG'09, Jan 2009, Troyes, France
Conference papers hal-02573474v1

Détection statistique dans un système linéaire avec des paramètres de nuisance bornés

Fouzi Harrou , Lionel Fillatre , Igor V. Nikiforov
Qualita 2009, Mar 2009, Besançon, France
Conference papers hal-02883362v1

Recherche d'informations cachées

Philippe Cornu , Lionel Fillatre , Igor V. Nikiforov , Florent Retraint
Workshop interdisciplinaire sur la securité globale, WISG'08, Jan 2008, Troyes, France
Conference papers hal-02884156v1
Image document

Sequential non Bayesian network traffic flows anomaly detection and isolation

Lionel Fillatre , Igor V. Nikiforov , Sandrine Vaton , Pedro Casas Hernandez
IWAP 2008: International Workshop on Applied Probability, Jul 2008, Compiègne, France
Conference papers hal-00540885v1
Image document

Multi hour robust routing and fast load change detection

Pedro Casas Hernandez , Lionel Fillatre , Sandrine Vaton
ICC 2008 : IEEE International Conference on Communications, May 2008, Beijing, China. pp.5777-5782, ⟨10.1109/ICC.2008.1081⟩
Conference papers hal-00540896v1

Volume anomaly detection in data networks : an optimal detection algorithm vs the PCA approach

Pedro Casas Hernandez , Lionel Fillatre , Sandrine Vaton , Igor V. Nikiforov
FITraMEn 2008, 2008, Porto, Portugal. pp.113, ⟨10.1007/978-3-642-04576-9⟩
Conference papers hal-00486765v2
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Optimal volume anomaly detection in network traffic flows

Lionel Fillatre , Igor V. Nikiforov , Pedro Casas Hernandez , Sandrine Vaton
EUSIPCO'08 : 16th European Signal Processing Conference, Aug 2008, Lausanne, Switzerland
Conference papers hal-00540901v1

Anomaly detection with bounded nuisance parameters and safe train navigation

Fouzi Harrou , Lionel Fillatre , Igor V. Nikiforov
2008 10th International Conference on Control, Automation, Robotics and Vision (ICARCV), Dec 2008, Hanoi, Vietnam. pp.1021-1026, ⟨10.1109/ICARCV.2008.4795659⟩
Conference papers hal-02883375v1

Détection d'anomalies en présence de paramètres de nuisance bornés

Fouzi Harrou , Lionel Fillatre , Igor V. Nikiforov
1er Workshop du Groupement d'Intérêt Scientifique « Surveillance, Sûreté, Sécurité des Grands Systèmes, 3SGS'08, Jun 2008, Troyes, France
Conference papers hal-02884160v1
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Robust and reactive traffic engineering for dynamic traffic demands

Pedro Casas Hernandez , Lionel Fillatre , Sandrine Vaton
NGI 2008: 4th EuroNGI Conference on Next Generation Internet Networks, May 2008, Krakow, Poland. pp.69-76, ⟨10.1109/NGI.2008.16⟩
Conference papers hal-00540898v1

Détection-localisation séquentielle d'anomalies volumiques dans un réseau

Lionel Fillatre , Igor V. Nikiforov , Sandrine Vaton
GRETSI 2007 : 21ème collloque sur le traitement du signal et des images, 11-14 septembre, Troyes, France, Sep 2007, Troyes, France
Conference papers hal-00504290v1

Sequential Non-Bayesian Change Detection-Isolation and Its Application to the Network Traffic Flows Anomaly Detection

Lionel Fillatre , Igor V. Nikiforov , Sandrine Vaton
56th Session of the ISI, INTERNATIONAL STATISTICAL INSTITUTE, Aug 2007, Lisboa, Portugal
Conference papers hal-02883377v1

ε-Optimal Anomaly Detection in Parametric Tomography

Lionel Fillatre , Igor V. Nikiforov , Florent Retraint
2006 IEEE International Conference on Acoustics Speed and Signal Processing, May 2006, Toulouse, France. pp.III-277-III-280, ⟨10.1109/ICASSP.2006.1660644⟩
Conference papers hal-02366204v1

A statistical detection scheme for radiographic inspection

Lionel Fillatre , Florent Retraint , Igor V. Nikiforov
European Conference on Non-Destructive Testing 2006, Sep 2006, Berlin, Germany
Conference papers hal-02883968v1

Epsilon-optimal anomaly detection in parametric tomography

Lionel Fillatre , Florent Retraint , Igor V. Nikiforov
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) 2006, May 2006, Toulouse, France
Conference papers hal-02883958v1

Detectability of anomalies from a few noisy tomographic projections

Lionel Fillatre , Florent Retraint , Igor V. Nikiforov
16th IFAC World Congress, Jul 2005, Prague, Czech Republic. pp.1029-1034, ⟨10.3182/20050703-6-CZ-1902.00173⟩
Conference papers hal-02883993v1
Image document

RAIM performance in presence of multiple range failures

Christophe Macabiau , Bertrand Gerfault , Igor V. Nikiforov , Lionel Fillatre , Benoit Roturier
ION NTM 2005, National Technical Meeting of The Institute of Navigation, Jan 2005, San Diego, United States. pp 779 - 791
Conference papers hal-01021739v1

Detection and localization of an anomaly from noisy projections

Lionel Fillatre , Igor V. Nikiforov
International Symposium onInformation Theory, 2004. ISIT 2004, Jun 2004, Chicago, United States. pp.550-550, ⟨10.1109/ISIT.2004.1365587⟩
Conference papers hal-02884036v1

Une approche asymptotique pour localiser une anomalie à partir d'un nombre limité de projections

Lionel Fillatre , Igor V. Nikiforov
XXXVIèmes Journées de Statistique, May 2004, Montpellier, France
Conference papers hal-02884019v1

A statistical detection of an anomaly/target from noisy tomographic projections

Lionel Fillatre , Igor V. Nikiforov
CT-IP'03, Jun 2003, Berlin, Germany. pp.307-315
Conference papers hal-02884094v1

Détection statistique d'une anomalie à partir de projections tomographiques

Lionel Fillatre , Florent Retraint , Igor V. Nikiforov
GRETSI'03, Sep 2003, Paris, France
Conference papers hal-02884162v1

A statistical detection of an anomaly/target from noisy tomographic projections

Lionel Fillatre , Igor V. Nikiforov
3rd International Symposium on Image and Signal Processing and Analysis, 2003. ISPA 2003, Sep 2003, Rome, Italy. pp.399-404, ⟨10.1109/ISPA.2003.1296930⟩
Conference papers hal-02884095v1

Anomaly Detection with Discrete Minimax Classifier for Imbalanced Dataset or Uncertain Class Proportions

Cyprien Gilet , Lionel Fillatre
Advances in Condition Monitoring and Structural Health Monitoring, Springer Singapore, pp.179-187, 2021, Lecture Notes in Mechanical Engineering, ⟨10.1007/978-981-15-9199-0_17⟩
Book sections hal-03624063v1

Processing Solutions for Big Data in Astronomy

Lionel Fillatre , Damien Lepiller
EAS Publications Series. Mathematical Tools for Instrumentation & Signal Processing in Astronomy, 78-79, , pp.179-208, 2016
Book sections hal-01562640v1