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Romain Giot

69
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Publications

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Overlap Removal by Stochastic Gradient Descent with(out) Shape Awareness

Loann Giovannangeli , Frédéric Lalanne , Romain Giot , Romain Bourqui
IEEE Transactions on Visualization and Computer Graphics, 2024, pp.1-17. ⟨10.1109/TVCG.2024.3351479⟩
Article dans une revue hal-04404942v1

NetPrune: A sparklines visualization for network pruning

Luc-Etienne Pommé , Romain Bourqui , Romain Giot , Jason Vallet , David Auber
Visual Informatics, 2023, ⟨10.1016/j.visinf.2023.04.001⟩
Article dans une revue hal-04115344v1

State of the Art of Visual Analytics for eXplainable Deep Learning

B. La Rosa , G. Blasilli , R. Bourqui , D. Auber , G. Santucci
Computer Graphics Forum, inPress, ⟨10.1111/cgf.14733⟩
Article dans une revue hal-03980917v1
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Guaranteed Visibility in Scatterplots with Tolerance

Loann Giovannangeli , Frédéric Lalanne , Romain Giot , Romain Bourqui
IEEE Transactions on Visualization and Computer Graphics, 2023, pp.1-11. ⟨10.1109/TVCG.2023.3326596⟩
Article dans une revue hal-04198637v1
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Toward Efficient Deep Learning for Graph Drawing (DL4GD)

Loann Giovannangeli , Frederic Lalanne , David Auber , Romain Giot , Romain Bourqui
IEEE Transactions on Visualization and Computer Graphics, 2022, pp.1-16. ⟨10.1109/TVCG.2022.3222186⟩
Article dans une revue hal-03901281v1

Color and Shape efficiency for outlier detection from automated to user evaluation

Loann Giovannangeli , Romain Bourqui , Romain Giot , David Auber
Visual Informatics, 2022, ⟨10.1016/j.visinf.2022.03.001⟩
Article dans une revue hal-03617222v1

Toward automatic comparison of visualization techniques: Application to graph visualization

Loann Giovannangeli , Romain Bourqui , Romain Giot , David Auber
Visual Informatics, 2020, 4 (2), pp.86-98. ⟨10.1016/j.visinf.2020.04.002⟩
Article dans une revue hal-02899895v1
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Adaptive Biometric Systems: Review and Perspectives

Paulo Henrique Pisani , Abir Mhenni , Romain Giot , Estelle Cherrier , Norman Poh
ACM Computing Surveys, 2019, 1, ⟨10.1145/nnnnnnn.nnnnnnn⟩
Article dans une revue hal-02175778v1
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Enhanced template update: Application to keystroke dynamics

Paulo Henrique Pisani , Romain Giot , André C.P.L.F. de Carvalho , Ana Carolina Lorena
Computers and Security, 2016, 60, pp.134-153. ⟨10.1016/j.cose.2016.04.004⟩
Article dans une revue hal-01309419v1
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A Review on the Public Benchmark Databases for Static Keystroke Dynamics

Romain Giot , Bernadette Dorizzi , Christophe Rosenberger
Computers and Security, 2015, pp.1-35
Article dans une revue hal-01168513v1
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Fast computation of the performance evaluation of biometric systems: application to multibiometric

Romain Giot , Mohamad El-Abed , Christophe Rosenberger
Future Generation Computer Systems, 2013, pp.10.1016/j.future.2012.02.003. ⟨10.1016/j.future.2012.02.003⟩
Article dans une revue hal-00674526v1
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A New Soft Biometric Approach For Keystroke Dynamics Based On Gender Recognition

Romain Giot , Christophe Rosenberger
International Journal of Information Technology and Management (IJITM) Special Issue on: "Advances and Trends in Biometrics". Dr Lidong Wang (IF 0.727), 2012, 11, pp.1-16. ⟨10.1504/IJITM.2012.044062⟩
Article dans une revue hal-00991142v1
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Evaluation of Biometric Systems : A Study of Users' Acceptance and Satisfaction

Mohamad El-Abed , Romain Giot , Baptiste Hemery , Christophe Rosenberger
International Journal of Biometrics, 2012, pp.1-27. ⟨10.1504/IJBM.2012.047644⟩
Article dans une revue hal-00984024v1
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Genetic Programming for Multibiometrics

Romain Giot , Christophe Rosenberger
Expert Systems with Applications, 2012, 39 (2), pp.1837--1847. ⟨10.1016/j.eswa.2011.08.066⟩
Article dans une revue hal-00671952v1
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Towards the Security Evaluation of Biometric Authentication Systems

Mohamad El-Abed , Romain Giot , Baptiste Hemery , Jean-Jacques Schwartzmann , Christophe Rosenberger
IACSIT International Journal of Engineering and Technology, 2012, pp.315-320
Article dans une revue hal-01076720v1
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Unconstrained Keystroke Dynamics Authentication with Shared Secret

Romain Giot , Mohamad El-Abed , Baptiste Hemery , Christophe Rosenberger
Computers and Security, 2011, 30 (6-7), pp.427-445. ⟨10.1016/j.cose.2011.03.004⟩
Article dans une revue hal-00628554v1

Explicabilité de l'IA

Romain Giot
Semaine Data-SHS, Plateforme universitaire des données de Bordeaux _ PUD-Bx; MSH-Bx; Université de Bordeaux; PROGEDO, Dec 2023, Bordeaux, France
Communication dans un congrès hal-04353243v1
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H²O: Heatmap by Hierarchical Occlusion

Luc-Etienne Pommé , Romain Bourqui , Romain Giot
CBMI 2023, Sep 2023, Orléans, France
Communication dans un congrès hal-04212098v1
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VRGrid: Efficient Transformation of 2D Data into Pixel Grid Layout

Adrien Halnaut , Romain Giot , Romain Bourqui , David Auber
26th International Conference Information Visualisation, Jul 2022, Vienna, Austria. pp.11-20
Communication dans un congrès hal-03700588v1
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Multi Layered Feature Explanation Method for Convolutional Neural Networks ⋆

Luca Bourroux , Jenny Benois-Pineau , Romain Bourqui , Romain Giot
International Conference on Pattern Recognition and Artificial Intelligence (ICPRAI), Jun 2022, Paris, France. ⟨10.1007/978-3-031-09037-0_49⟩
Communication dans un congrès hal-03689004v1
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Graph-based Analysis of Hierarchical Embedding Generated by Deep Neural Network

Korlan Rysbayeva , Romain Giot , Nicholas Journet
2-nd Workshop on Explainable and Ethical AI – ICPR 2022, Aug 2022, Montréal, Canada
Communication dans un congrès hal-03981883v1
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Samples Classification Analysis Across DNN Layers with Fractal Curves

Adrien Halnaut , Romain Giot , Romain Bourqui , D. Auber
ICPR 2020's Workshop Explainable Deep Learning for AI, Jan 2021, Milano (virtual), Italy
Communication dans un congrès hal-03111634v1
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Features Understanding in 3D CNNs for Actions Recognition in Video

Kazi Ahmed Asif Fuad , Pierre-Etienne Martin , Romain Giot , Romain Bourqui , Jenny Benois-Pineau
Tenth International Conference on Image Processing Theory, Tools and Applications, IPTA 2020, Oct 2020, Paris, France
Communication dans un congrès hal-02963298v1
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Deep Dive into Deep Neural Networks with Flows

Adrien Halnaut , Romain Giot , Romain Bourqui , David Auber
Proceedings of the 15th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2020): IVAPP, Feb 2020, Valletta, Malta. pp.231-239
Communication dans un congrès hal-02492393v1
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Siamese Networks for Static Keystroke Dynamics Authentication

Romain Giot , Anderson Rocha
IEEE International Workshop on Information Forensics and Security, Dec 2019, Delft, Netherlands
Communication dans un congrès hal-02424675v1
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CNNs Fusion for Building Detection in Aerial Images for the Building Detection Challenge

Rémi Delassus , Romain Giot
Conference on Computer Vision and Pattern Recognition Workshops, Jun 2018, Salt Lake City, United States
Communication dans un congrès hal-01824749v1
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Evaluation of Biometric Authentication Systems through Visualisation of Partitioned and Bundled Power-graphs

Romain Giot
21st International Conference Information Visualisation, Jul 2017, London, France. ⟨10.1109/iV.2017.17⟩
Communication dans un congrès hal-01575950v1
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Zoo Graph: a New Visualisation for Biometric System Evaluation

Romain Giot , Romain Bourqui , Mohamad El-Abed
Information Visualisation 2016 (IV2016), Jul 2016, Lisbonne, Portugal
Communication dans un congrès hal-01355690v1
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Audit d’une base de documents étiquetée

Romain Giot , Romain Bourqui , Nicholas Journet , Anne Vialard
Colloque International Francophone sur l’Écrit et le Document 2016 (CIFED), Mar 2016, Toulouse, France. pp.153-166
Communication dans un congrès hal-01286564v1
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Détection de vélos inutilisables grâce aux données ouvertes du système de vélos en libre service Citibike

Rémi Delassus , Romain Giot , Guy Melançon , Raphael Cherrier
Journée Transports Intelligents - RFIA 2016, Jun 2016, Clermont Ferrand, France
Communication dans un congrès hal-01338831v1
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Broken Bikes Detection Using CitiBike Bikeshare System Open Data

Rémi Delassus , Romain Giot , Raphael Cherrier , Gabriele Barbieri , Guy Melançon
IEEE Symposium Series on Computational Intelligence (SSCI 2016), Dec 2016, Athenes, Greece
Communication dans un congrès hal-01428773v1
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Visual Graph Analysis for Quality Assessment of Manually Labelled Documents Image Database

Romain Giot , Romain Bourqui , Nicholas Journet , Anne Vialard
13th International Conference on Document Analysis and Recognition (ICDAR 2015), Aug 2015, Tunis, Tunisia. pp.7
Communication dans un congrès hal-01170011v1
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Fast Graph Drawing Algorithm Revealing Networks Cores

Romain Giot , Romain Bourqui
Proceedings of the 19th International Conference Information Visualisation, Jul 2015, Barcelone, Spain
Communication dans un congrès hal-01170017v1
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Verhaltensanalyse zur Erkennung von Missbrauch mobiler Geldtransferdienste

Roland Rieke , Maria Zhdanova , Jürgen Repp , Romain Giot , Chrystel Gaber
GI Sicherheit 2014, Mar 2014, Germany. pp.271-282
Communication dans un congrès hal-00968482v1
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Predicting Bikeshare System Usage Up to One Day Ahead

Romain Giot , Raphael Cherrier
IEEE Symposium Series in Computational Intelligence 2014 (SSCI 2014). Workshop on Computational Intelligence in Vehicles and Transportation Systems (CIVTS 2014), Dec 2014, France. pp.1-8
Communication dans un congrès hal-01065983v1
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Fraud Detection in Mobile Payments Utilizing Process Behavior Analysis

Roland Rieke , Maria Zhdanova , Jürgen Repp , Romain Giot , Chrystel Gaber
The 2nd International Workshop on Recent Advances in Security Information and Event Management (RaSIEM 2013), Sep 2013, France. pp.8
Communication dans un congrès hal-00841002v1
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Classification de phénomènes de diffusion de l'eau de données d'IRM de diffusion

Romain Giot , Maxime Descoteaux , Christophe Charrier
GRETSI 2013, Sep 2013, France. pp.ID367
Communication dans un congrès hal-00880866v1
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A new protocol to evaluate the resistance of template update systems against zero-effort attacks

Romain Giot , Christophe Rosenberger , Bernadette Dorizzi
CVPR 2013: Conference on Computer Vision and Pattern Recognition Workshops, Jun 2013, Portland, United States. pp.131-137, ⟨10.1109/CVPRW.2013.27⟩
Communication dans un congrès hal-00820379v1

Predictive Security Analysis - Concepts, Implementation, first Results in Industrial Scenario

Roland Rieke , Romain Giot , Chrystel Gaber
CYBER SECURITY & PRIVACY EU FORUM 2013, Apr 2013, Bruxelles, Belgium
Communication dans un congrès hal-00816962v1
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Analyse des comportements dans un système de transfert d'argent sur mobile

Chrystel Gaber , Romain Giot , Mohammed Achemlal , Baptiste Hemery , Marc Pasquet
8ème Conférence sur la Sécurité des Architectures Réseaux et Systèmes d'Information (SAR SSI), Sep 2013, Mont-de-Marsan, France. pp.10
Communication dans un congrès hal-00848340v1
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Can Chronological Information Be Used As A Soft Biometric In Keystroke Dynamics?

Romain Giot , Christophe Rosenberger , Bernadette Dorizzi
The Eighth International Conference on Intelligent Information Hiding and Multimedia Signal Processing (IIHMSP 2012), Jul 2012, Piraeus, Greece. pp.1-4
Communication dans un congrès hal-00714261v1
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Hybrid Template Update System for Unimodal Biometric Systems

Romain Giot , Christophe Rosenberger , Bernadette Dorizzi
IEEE International Conference on Biometrics: Theory, Applications and Systems (BTAS 2012), Sep 2012, Washington, District of Columbia, USA, France. pp.1--7
Communication dans un congrès hal-00714241v1
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Performance Evaluation of Biometric Template Update

Romain Giot , Christophe Rosenberger , Bernadette Dorizzi
International Biometric Performance Testing Conference 2012, Mar 2012, Gaithersburg, MD, USA, United States. pp.1--6
Communication dans un congrès hal-00674551v1
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Web-Based Benchmark for Keystroke Dynamics Biometric Systems: A Statistical Analysis

Romain Giot , Mohamad El-Abed , Christophe Rosenberger
The Eighth International Conference on Intelligent Information Hiding and Multimedia Signal Processing (IIHMSP 2012), Jul 2012, Piraeus, Greece. pp.1-5
Communication dans un congrès hal-00714251v1
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Local Water Diffusion Phenomenon Clustering From High Angular Resolution Diffusion Imaging (HARDI)

Romain Giot , Christophe Charrier , Maxime Descoteaux
IAPR International Conference on Pattern Recognition (ICPR), Nov 2012, Tsukuba, Japan, France. pp.1-5
Communication dans un congrès hal-00713993v1
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Analysis of the Acquisition Process for Keystroke Dynamics

Romain Giot , Alexandre Ninassi , Mohamad El-Abed , Christophe Rosenberger
International Conference of the Biometrics Special Interest Group, Sep 2012, Darmstadt, Germany. pp.123--134
Communication dans un congrès hal-00730381v1
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Reconnaissance du genre par analyse de dynamique de frappe au clavier sur texte libre

Romain Giot , Christophe Rosenberger , Bernadette Dorizzi
7ème Conférence sur la Sécurité des Architectures Réseaux et Systèmes d'Information (SAR-SSI 2012), May 2012, Cabourg, France, France. pp.111-118
Communication dans un congrès hal-00700618v1
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A SVM-Based Model for the evaluation of biometric sample quality

Mohamad El-Abed , Romain Giot , Baptiste Hemery , Christophe Charrier , Christophe Rosenberger
IEEE Symposium Series in Computational Intelligence - CIBIM workshop, 2011, Paris, France. pp.115-122, ⟨10.1109/CIBIM.2011.5949212⟩
Communication dans un congrès hal-00992462v1

Can Chronological Information Be Used As A Soft Biometric In Keystroke Dynamics ?

Romain Giot , Bernadette Dorizzi , Christophe Rosenberger
Summer school in Advanced Studies on Biometrics for Secure Authentication, 2011, -, France
Communication dans un congrès hal-01002649v1
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Analysis of Template Update Strategies for Keystroke Dynamics

Romain Giot , Bernadette Dorizzi , Christophe Rosenberger
IEEE Symposium Series on Computational Intelligence (SSCI 2011), Apr 2011, Paris, France. pp.21-28
Communication dans un congrès hal-00587106v2
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Towards the Security Evaluation of Biometric Authentication Systems

Mohamad El-Abed , Romain Giot , Baptiste Hemery , Christophe Rosenberger , Jean-Jacques Schwartzmann
International Conference on Security Science and Technology (ICSST), 2011, melbourne, Australia. pp.167-173
Communication dans un congrès hal-00991149v1
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Evaluation of Biometric Systems: An SVM-Based Quality index

Mohamad El-Abed , Romain Giot , Christophe Charrier , Christophe Rosenberger
The third Norsk Information security conference (NISK), 2010, -, Norway. pp.57--68
Communication dans un congrès hal-00995094v1
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Sift Based Recognition of Finger Knuckle Print

Baptiste Hemery , Romain Giot , Christophe Rosenberger
The third Norsk Information security conference (NISK), 2010, Norway. pp.45-56
Communication dans un congrès hal-00995114v1
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A study of users' acceptance and satisfaction of biometric systems

Mohamad El-Abed , Romain Giot , Baptiste Hemery , Christophe Rosenberger
IEEE International Carnahan Conference on Security Technology (ICCST), 2010, San Francisco, United States. ⟨10.1109/CCST.2010.5678678⟩
Communication dans un congrès hal-00991086v1
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Authentification faiblement contrainte par dynamique de frappe au clavier

Romain Giot , Mohamad El-Abed , Christophe Rosenberger
Reconnaissance des Formes et Intelligence Artificielle, RFIA'2010, Jan 2010, Caen, France. pp.8
Communication dans un congrès hal-00472618v1
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Fast Learning For Multibiometrics Systems Using Genetic Algorithms

Romain Giot , Mohamad El-Abed , Christophe Rosenberger
The 2010 International Conference on High Performance Computing & Simulation (HPCS 2010), Jun 2010, Caen, France. pp.268-273
Communication dans un congrès hal-00503096v1
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Low Cost and Usable Multimodal Biometric System Based on Keystroke Dynamicsand 2D Face Recognition

Romain Giot , Baptiste Hemery , Christophe Rosenberger
The 20th International Conference on Pattern Recognition, Aug 2010, Istanbul, Turkey. pp.4, ⟨10.1109/ICPR.2010.282⟩
Communication dans un congrès hal-00503103v1
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Keystroke Dynamics With Low Constraints SVM Based Passphrase Enrollment

Romain Giot , Mohamad El-Abed , Christophe Rosenberger
IEEE International Conference on Biometrics: Theory, Applications and Systems (BTAS 2009), Sep 2009, Washington, United States. pp.6, ⟨10.1109/BTAS.2009.5339028⟩
Communication dans un congrès hal-00432775v1
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Keystroke Dynamics Authentication For Collaborative Systems

Romain Giot , Mohamad El-Abed , Christophe Rosenberger
The IEEE International Symposium on Collaborative Technologies and Systems (CTS), May 2009, Baltimore, United States. pp.172--179, ⟨10.1109/CTS.2009.5067478⟩
Communication dans un congrès hal-00432764v1
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GREYC Keystroke: a Benchmark for Keystroke Dynamics Biometric Systems

Romain Giot , Mohamad El-Abed , Christophe Rosenberger
IEEE International Conference on Biometrics: Theory, Applications and Systems (BTAS 2009), Sep 2009, Washington, United States. pp.6, ⟨10.1109/BTAS.2009.5339051⟩
Communication dans un congrès hal-00432768v1
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Hierarchical and Multimodal Classification of Images from Soil Remediation Reports

Korlan Rysbayeva , Romain Giot , Nicholas Journet
Document Analysis and Recognition – ICDAR 2021, 12821, Springer International Publishing, pp.160-175, 2021, Lecture Notes in Computer Science, ⟨10.1007/978-3-030-86549-8_11⟩
Chapitre d'ouvrage hal-03360311v1

Évaluation des performances d'un système biométrique

Mohamad El-Abed , Romain Giot , Baptiste Hemery , Julien Mahier , Christophe Rosenberger
Traitement du signal et de l'image pour la biométrie, Hermès, Chapitre 11 - 23 p., 2012
Chapitre d'ouvrage hal-01000267v1

La multibiométrie

Romain Giot , Baptiste Hemery , Estelle Cherrier , Christophe Rosenberger
Traitement du signal et de l'image pour la biométrie, Hermès, Chapitre 9, 2012, 9782746238992
Chapitre d'ouvrage hal-01001617v1
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Keystroke Dynamics Authentication

Romain Giot , Mohamad El-Abed , Christophe Rosenberger
Biometrics, InTech, chapitre 8, 2011, 978-953-307-618-8. ⟨10.5772/17064⟩
Chapitre d'ouvrage hal-00990373v1
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Performance Evaluation Of Behavioral Biometric Systems

Fouad Cherifi , Baptiste Hemery , Romain Giot , Marc Pasquet , Christophe Rosenberger
Book on Behavioral Biometrics for Human Identification: Intelligent Applications, IGI, pp.21, 2009, ⟨10.4018/978-1-60566-725-6.ch003⟩
Chapitre d'ouvrage hal-00990311v1