selected publications

• academic article

  • Gait asymmetry assessment through Eigen-Gait components on dissimilarity maps.  Computers in Biology and Medicine.  184:109390-109390. 2024
  • A novel gait quality measure for characterizing pathological gait based on Hidden Markov Models.  Computers in Biology and Medicine.  184:109368-109368. 2024
  • Treatment Outcome Prediction Using Multi-Task Learning: Application to Botulinum Toxin in Gait Rehabilitation.  Sensors.  22:8452-8452. 2022
  • On Extracting Digitized Spiral Dynamics’ Representations: A Study on Transfer Learning for Early Alzheimer’s Detection.  Bioengineering.  9:375-375. 2022
  • Two-Stage Feature Selection of Voice Parameters for Early Alzheimer's Disease Prediction.  IRBM.  39:430-435. 2018
  • Semi-global Parameterization of Online Handwriting Features for Characterizing Early-Stage Alzheimer and Mild Cognitive Impairment.  IRBM.  39:421-429. 2018
  • From aging to early-stage Alzheimer's: Uncovering handwriting multimodal behaviors by semi-supervised learning and sequential representation learning.  Pattern Recognition.  86:112-133. 2018
  • Étude de l’écriture manuscrite sur tablette graphique pour l’aide au diagnostic précoce des maladies neurodégénératives. Premiers résultats chez des patients parkinsoniens.  Revue Neurologique.  174:S33-S33. 2018
  • Characterizing Early-Stage Alzheimer Through Spatiotemporal Dynamics of Handwriting.  IEEE Signal Processing Letters.  25:1136-1140. 2018
  • Analyse automatique de l’écriture manuscrite en ligne pour la détection précoce des pathologies neurodégénératives.  Internet des objets.  17. 2017
  • On Hunting Animals of the Biometric Menagerie for Online Signature.  PLoS ONE.  11:e0151691-e0151691. 2016
  • OSIRIS: An open source iris recognition software.  Pattern Recognition Letters.  82:124-131. 2015
  • On measuring forgery quality in online signatures.  Pattern Recognition.  45:1004-1018. 2011
  • 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
  • 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
  • Active differential CMOS imaging device for human face recognition.  IEEE Signal Processing Letters.  13:220-223. 2006

• chapter

  • Gait Deviation and Neurological Diseases: A Comparative Study of Quantitative Measures.  IFMBE proceedings. 498-507. 2024
  • Age Characterization from Online Handwriting.  Communications in computer and information science. 176-185. 2016
  • Digitizing Tablet.  Encyclopedia of Biometrics. 351-356. 2015
  • Digitizing Tablet.  Encyclopedia of Biometrics. 1-6. 2014
  • Fusion of Novel Iris Segmentation Quality Metrics for Failure Detection.  Lecture notes in computer science. 97-106. 2013
  • On-line Signature Verification on a Mobile Platform.  Mobile Computing, Applications, and Services. 396-400. 2012
  • Fingerprint and On-Line Signature Verification Competitions at ICB 2009.  Lecture notes in computer science. 725-732. 2009
  • Iris Recognition.  Springer eBooks. 25-49. 2009
  • Online Handwritten Signature Verification.  Springer eBooks. 125-165. 2009
  • A Low Cost Incremental Biometric Fusion Strategy for a Handheld Device.  Lecture notes in computer science. 842-851. 2008

• conference paper

  • Transfer Learning for Artwork Attribution: Assessing the Importance of the Artist's Signature.  . 01-07. 2024
  • A recurrent network for segmenting the thrombus on brain MRI in patients with hyper-acute ischemic stroke.  . 2024
  • A new scheme for the automatic assessment of Alzheimer’s disease on a fine motor task with Transfer Learning.  2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC). 3823-3829. 2021
  • Impact of Spatial Constraints when Signing in Uncontrolled Mobile Conditions.  . 89-94. 2019
  • Automatic speech analysis for early Alzheimer's disease diagnosis.  HAL (Le Centre pour la Communication Scientifique Directe). 2017
  • Caractérisation de la Maladie d'Alzheimer à travers l'Ecriture manuscrite acquise sur Tablette graphique.  HAL (Le Centre pour la Communication Scientifique Directe). 2017
  • Uncovering major age-related handwriting changes by unsupervised learning.  HAL (Le Centre pour la Communication Scientifique Directe). 2016
  • A Signature Complexity Measure to Select Reference Signatures for Online Signature Verification.  . 1-8. 2015
  • Quality driven iris recognition improvement.  HAL (Le Centre pour la Communication Scientifique Directe). 2013
  • On assessing the robustness of pen coordinates, pen pressure and pen inclination to time variability with personal entropy.  . 1-6. 2009
  • An adaptive multi-biometric incremental fusion strategy in the context of BMEC 2007.  . 1144-1149. 2008
  • Iris identification using wavelet packets.  . 335-338. 2004
  • A hidden Markov model extension of a neural predictive system for on-line character recognition.  . 2002

• document

  • Procédé de génération d’informations concernant la production d’un tracé manuscrit, apposé manuellement ou imprimé.  HAL (Le Centre pour la Communication Scientifique Directe). 2021
  • Method for generating information about the production of a handwritten, hand-affixed or printed trace.  HAL (Le Centre pour la Communication Scientifique Directe). 2020
  • Method of searching for parameterized contours for comparing irises.  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