selected publications

• academic article

  • Automatic detection of indoor air pollution-related activities using metal-oxide gas sensors and the temporal intrinsic dimensionality estimation of data.  Indoor Environments.  1:100026-100026. 2024
  • A Physics-Inspired Deep Learning Framework for an Efficient Fourier Ptychographic Microscopy Reconstruction under Low Overlap Conditions.  Sensors.  23:6829-6829. 2023
  • N°339 – A multi-scale brain connectivity analysis of electroencephalography signals for AD detection.  Clinical Neurophysiology.  150:e178-e178. 2023
  • Facilitating free travel in the Schengen area—A position paper by the European Association for Biometrics.  IET Biometrics.  12:112-128. 2023
  • Angularly resolved polarization microscopy for birefringent materials with Fourier ptychography.  Optics Express.  30:38984-38984. 2022
  • Weighted Brain Network Analysis on Different Stages of Clinical Cognitive Decline.  Bioengineering.  9:62-62. 2022
  • A Comparative Study of Functional Connectivity Measures for Brain Network Analysis in the Context of AD Detection with EEG.  Entropy.  23:1553-1553. 2021
  • Straightforward Working Principles Behind Modern Data Visualization Approaches.  IEEE Access.  9:4242-4252. 2020
  • Contactless Respiration Monitoring Using Ultrasound Signal With Off-the-Shelf Audio Devices.  IEEE Internet of Things Journal.  6:2959-2973. 2018
  • Retinal image quality assessment using deep learning.  Computers in Biology and Medicine.  103:64-70. 2018
  • C-FMCW Based Contactless Respiration Detection Using Acoustic Signal.  Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies.  1:1-20. 2018
  • Predictive simulation of surgery effect on cerebral palsy gait.  Computer Methods in Biomechanics & Biomedical Engineering.  20:S85-S86. 2017
  • A combined watermarking approach for securing biometric data.  Signal Processing Image Communication.  55:23-31. 2017
  • Predicting postoperative gait in cerebral palsy.  Gait & Posture.  52:45-51. 2016
  • Predicting kinematic outcome of multi-level surgery in cerebral palsy.  Gait & Posture.  49:1-1. 2016
  • Markov Chains for unsupervised segmentation of degraded NIR iris images for person recognition.  Pattern Recognition Letters.  82:116-123. 2016
  • On the infinite clipping of handwritten signatures.  Pattern Recognition Letters.  79:38-43. 2016
  • Two‐layer discriminative model for human activity recognition.  IET Computer Vision.  10:273-279. 2016
  • Predicting postoperative knee flexion and pelvic tilt at initial contact of cerebral palsy children.  Movement & Sport Sciences - Science & Motricité.  87-92. 2016
  • OSIRIS: An open source iris recognition software.  Pattern Recognition Letters.  82:124-131. 2015
  • Predicting surgery effect on knee kinematics in cerebral palsy.  Gait & Posture.  42:S2-S3. 2015
  • A Dynamic Evidential Network for Fall Detection.  IEEE Journal of Biomedical and Health Informatics.  18:1103-1113. 2013
  • Evidential Network-Based Multimodal Fusion for Fall Detection.  International Journal of E-Health and Medical Communications.  4:46-60. 2013
  • Enhancing Information Security and Privacy by Combining Biometrics with Cryptography.  Synthesis lectures on information security, privacy, and trust.  3:1-140. 2012
  • On measuring forgery quality in online signatures.  Pattern Recognition.  45:1004-1018. 2011
  • Designing efficient fusion schemes for multimodal biometric systems using face and palmprint.  Pattern Recognition.  44:1076-1088. 2010
  • Particle swarm optimization based fusion of near infrared and visible images for improved face verification.  Pattern Recognition.  44:401-411. 2010
  • Tuning cost and performance in multi-biometric systems: A novel and consistent view of fusion strategies based on the Sequential Probability Ratio Test (SPRT).  Pattern Recognition Letters.  31:884-890. 2010
  • A Novel Criterion for Writer Enrolment Based on a Time-Normalized Signature Sample Entropy Measure.  EURASIP Journal on Advances in Signal Processing.  2009. 2009
  • Face recognition from synchronised visible and near-infrared images.  IET Signal Processing.  3:282-288. 2009
  • A New Phase-Correlation-Based Iris Matching for Degraded Images.  IEEE Transactions on Systems Man and Cybernetics Part B (Cybernetics).  39:924-934. 2009
  • The Multiscenario Multienvironment BioSecure Multimodal Database (BMDB).  IEEE Transactions on Pattern Analysis and Machine Intelligence.  32:1097-1111. 2009
  • Incremental HMM training applied to ECG signal analysis.  Computers in Biology and Medicine.  38:659-667. 2008
  • Near infrared sensing and associated landmark detection for face recognition.  Journal of Electronic Imaging.  17:011005-011005. 2008
  • Active differential CMOS imaging device for human face recognition.  IEEE Signal Processing Letters.  13:220-223. 2006
  • Égalisation par prédiction basée sur des réseaux de neurones et des fonctions objectifs obtenues à partir de la divergence de kullback-leibler et du constant modulus.  .  2001
  • A family of nonlinear equalizers: Sub-optimal Bayesian classifiers..  NSIP.  263-267. 1999
  • Identification des Coefficients du Model MA du Canal par Sous-estimation de la Densité de Probabilité du Signal Reçu.  .  1999

• book

  • Enhancing Information Security and Privacy by Combining Biometrics with Cryptography 2012

• chapter

  • EEG signal analysis with a statistical entropy-based measure for Alzheimer’s disease detection.  . 2021
  • Quality-Based Super Resolution for Degraded Iris Recognition.  Advances in intelligent systems and computing. 285-300. 2014
  • TWO BIOINSPIRED METHODS FOR DYNAMIC SIGNATURES ANALYSIS.  WORLD SCIENTIFIC eBooks. 27-38. 2014
  • Fusion of Novel Iris Segmentation Quality Metrics for Failure Detection.  Lecture notes in computer science. 97-106. 2013
  • Obtaining Cryptographic Keys Using Multi-biometrics.  Springer eBooks. 123-148. 2013
  • Two Bioinspired Methods for Dynamic Signatures Analysis.  Lecture notes in computer science. 60-68. 2013
  • Biometrics-Based Secure Authentication Protocols.  Synthesis lectures on information security, privacy, and trust. 79-91. 2012
  • Cancelable Biometric System.  Synthesis lectures on information security, privacy, and trust. 19-39. 2012
  • Concluding Remarks.  Synthesis lectures on information security, privacy, and trust. 93-94. 2012
  • Cryptographic Key Regeneration Using Biometrics.  Synthesis lectures on information security, privacy, and trust. 41-77. 2012
  • Introduction.  Synthesis lectures on information security, privacy, and trust. 1-17. 2012
  • Introduction à la biométrie.  HAL (Le Centre pour la Communication Scientifique Directe). 2012
  • On-line Signature Verification on a Mobile Platform.  Mobile Computing, Applications, and Services. 396-400. 2012
  • Sound Environment Analysis in Smart Home.  Lecture notes in computer science. 208-223. 2012
  • Cancelable Biometrics for Better Security and Privacy in Biometric Systems.  Communications in computer and information science. 20-34. 2011
  • Heterogeneous Multi-sensor Fusion Based on an Evidential Network for Fall Detection.  Lecture notes in computer science. 281-285. 2011
  • 2D Face Recognition.  Springer eBooks. 213-262. 2009
  • 2D Face Recognition in the IV2 Evaluation Campaign.  Lecture notes in computer science. 24-32. 2009
  • BioSecure Multimodal Evaluation Campaign 2007 (BMEC’2007).  Springer eBooks. 327-371. 2009
  • Fingerprint and On-Line Signature Verification Competitions at ICB 2009.  Lecture notes in computer science. 725-732. 2009
  • Introduction—About the Need of an Evaluation Framework in Biometrics.  Springer eBooks. 1-10. 2009
  • Iris Recognition.  Springer eBooks. 25-49. 2009
  • Online Handwritten Signature Verification.  Springer eBooks. 125-165. 2009
  • Statistical Models Based ECG Classification.  Springer eBooks. 71-93. 2009
  • 3D Face Recognition Evaluation on Expressive Faces Using the IV 2 Database.  Lecture notes in computer science. 1050-1061. 2008
  • A Low Cost Incremental Biometric Fusion Strategy for a Handheld Device.  Lecture notes in computer science. 842-851. 2008

• conference paper

  • Vascular Dementia Characterization by Dynamic Time Warping in the Context of Cognitive Disorders.  2021 IEEE International Conference on Bioinformatics and Biomedicine (BIBM). 4129-4136. 2024
  • Indoor air quality indices confronted to sensors measurement from field campaign.  . 2023
  • A fusion scheme of EEG epoch durations for an improved Alzheimer's disease detection.  . 2023
  • Pollution activity detection based on metal-oxide gas sensors and intrinsic dimensionality estimation for indoor air quality applications.  . 2023
  • Intrinsic dimension estimation as a tool to sensor selection for an indoor air quality multisensory system.  HAL (Le Centre pour la Communication Scientifique Directe). 2021
  • Estimation of Postoperative Knee Flexion at Initial Contact of Cerebral Palsy Children using Neural Networks.  . 338-342. 2015
  • Implementation of Unsupervised Statistical Methods for Low-Quality Iris Segmentation.  . 566-573. 2014
  • Watermarking signal fusion in multimodal biometrics.  . 1-6. 2014
  • Reconnaissance d'activités humaines par un robot humanoïde à partir de séquences vidéo.  HAL (Le Centre pour la Communication Scientifique Directe). 2014
  • Locality sensitive hashing for content based image retrieval: A comparative experimental study.  . 38-43. 2014
  • Quality driven iris recognition improvement.  HAL (Le Centre pour la Communication Scientifique Directe). 2013
  • Réseaux évidentiels pour la fusion de données multimodales hétérogènes : application à la détection de chutes.  HAL (Le Centre pour la Communication Scientifique Directe). 2013
  • Challenging eye segmentation using Triplet Markov spatial models.  IEEE International Conference on Acoustics Speech and Signal Processing. 1927-1931. 2013
  • Improving Video-based Iris Recognition Via Local Quality Weighted Super Resolution.  . 623-629. 2013
  • Measuring the Quality of IRIS Segmentation for Improved IRIS Recognition Performance.  . 110-117. 2012
  • Hybrid template update system for unimodal biometric systems.  . 1-7. 2012
  • First steps in adaptation of an Evidential Network for data fusion in the framework of medical remote monitoring.  Annual International Conference of the IEEE Engineering in Medicine and Biology Society. 2044-2047. 2012
  • Reconnaissance du genre par analyse de dynamique de frappe au clavier sur texte libre.  HAL (Le Centre pour la Communication Scientifique Directe). 2012
  • HUMAN ACTION RECOGNITION USING CONTINUOUS HMMS AND HOG/HOF SILHOUETTE REPRESENTATION.  . 2012
  • Software implementation of the OSIRIS iris recognition algorithm in FPGA.  . 1-5. 2011
  • A Novel Adaptive Inertia Particle Swarm Optimization (AIPSO) Algorithm for Improving Multimodal Biometric Recognition.  . 1-6. 2011
  • Multi-biometrics based crypto-biometric session key generation and sharing protocol.  . 109-114. 2011
  • A pervasive multi-sensor data fusion for smart home healthcare monitoring.  2022 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE). 1466-1473. 2011
  • METHODEO : Méthodologie d'évaluation des algorithmes d'exploitation des enregistrements de la vidéoprotection.  HAL (Le Centre pour la Communication Scientifique Directe). 2011
  • Fusion multi-capteurs hétérogène basée sur un réseau d'évidence pour la détection de chute.  HAL (Le Centre pour la Communication Scientifique Directe). 2011
  • Generating and sharing biometrics based session keys for secure cryptographic applications.  . 1-7. 2010
  • 3D Active Shape Model for Automatic Facial Landmark Location Trained with Automatically Generated Landmark Points.  . 3801-3805. 2010
  • Obtaining cryptographic keys using feature level fusion of iris and face biometrics for secure user authentication.  IEEE Computer Society Conference on Computer Vision and Pattern Recognition workshops. 138-145. 2010
  • Iris based authentication mechanism for e-Passports.  . 1-5. 2010
  • L'usage de la biométrie est il contradictoire avec le respect de la vie privée ?.  HAL (Le Centre pour la Communication Scientifique Directe). 2010
  • Environnement multimodal pour la télévigilance médicale à domicile EMUTEM.  HAL (Le Centre pour la Communication Scientifique Directe). 2009
  • Multi-biometrics based cryptographic key regeneration scheme.  . 1-7. 2009
  • On assessing the robustness of pen coordinates, pen pressure and pen inclination to time variability with personal entropy.  . 1-6. 2009
  • PSO versus AdaBoost for feature selection in multimodal biometrics.  . 1-7. 2009
  • Human activities of daily living recognition using fuzzy logic for elderly home monitoring.  IEEE International Conference on Fuzzy Systems. 2001-2006. 2009
  • Cancelable iris biometrics and using Error Correcting Codes to reduce variability in biometric data.  2009 IEEE Conference on Computer Vision and Pattern Recognition. 120-127. 2009
  • Cancelable iris biometrics and using Error Correcting Codes to reduce variability in biometric data.  2009 IEEE Conference on Computer Vision and Pattern Recognition. 2009
  • 2D face verification system: LDA applied to Gabor features with simple quality measures.  HAL (Le Centre pour la Communication Scientifique Directe). 2008
  • An adaptive multi-biometric incremental fusion strategy in the context of BMEC 2007.  . 1144-1149. 2008
  • A client-entropy measure for On-line Signatures.  . 83-88. 2008
  • Experiências em Telessaúde na França.  . 2008
  • A MULTIMODAL PLATFORM FOR DATABASE RECORDING AND ELDERLY PEOPLE MONITORING.  . 385-392. 2008
  • Iris identification using wavelet packets.  . 335-338. 2004
  • An application of a recurrent network to an intrusion detection system.  . 2003
  • Cooperation and modularity for classification through neural network techniques.  . 2002
  • Using The Constant Modulus and Kullback-Leibler Cost Functions on a Nonlinear Predictive Structure for Blind Equalization.  . 2001
  • A Simple PDF Fitting Approach for Blind Equalization.  . 2000
  • On the Nonlinear Prediction for Blind Equalization: Is that a Good Choice?.  . 2000
  • MLP modular networks for multi-class recognition..  The European Symposium on Artificial Neural Networks. 1993

• document

  • Method of searching for parameterized contours for comparing irises.  HAL (Le Centre pour la Communication Scientifique Directe). 2012
  • Dispositif d'analyse de la réflectivité 2.  HAL (Le Centre pour la Communication Scientifique Directe). 2012
  • Dispositif d'analyse de réflectivité.  HAL (Le Centre pour la Communication Scientifique Directe). 2012
  • Method of comparing images of irises by intelligent selection of textured zones.  HAL (Le Centre pour la Communication Scientifique Directe). 2012