Pr. Sonia GARCIA

Article dans une revue

2024

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Adil Khan, Omar Galarraga, Sonia Garcia-Salicetti, Vincent Vigneron. Phase-based gait prediction after botulinum toxin treatment using deep learning. Sensors, 2024, 24 (16), pp.5343. ⟨10.3390/s24165343⟩. ⟨hal-04691449⟩

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Adil Khan, Omar Galarraga, Sonia Garcia-Salicetti, Vincent Vigneron. Deep learning for quantified gait analysis: a systematic literature review. IEEE Access, 2024, 12, pp.138932--138957. ⟨10.1109/ACCESS.2024.3434513⟩. ⟨hal-04678262⟩

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2023

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Lorenzo Hermez, Abdelghani Halimi, Nesma Houmani, Sonia Garcia-Salicetti, Omar Galarraga, et al.. Clinical gait analysis: characterizing normal gait and pathological deviations due to neurological diseases. Sensors, 2023, 23 (14), pp.6566. ⟨10.3390/s23146566⟩. ⟨hal-04172052⟩

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2022

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Daniela Carfora, Suyeon Kim, Nesma Houmani, Sonia Garcia-Salicetti, Anne-Sophie Rigaud. On extracting digitized spiral dynamics’ representations: a study on transfer learning for early Alzheimer’s detection. Bioengineering, 2022, 9 (8), pp.375. ⟨10.3390/bioengineering9080375⟩. ⟨hal-03953214⟩

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Adil Khan, Antoine Hazart, Omar Galarraga, Sonia Garcia-Salicetti, Vincent Vigneron. Treatment outcome prediction using multi-task learning: application to botulinum toxin in gait rehabilitation. Sensors, 2022, Machine Learning Methods for Biomedical Data Analysis, 22 (21), pp.1-19. ⟨10.3390/s22218452⟩. ⟨hal-03864673⟩

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2020

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Majd Abazid, Nesma Houmani, Sonia Garcia-Salicetti. Enhancing security on touch-screen sensors with augmented handwritten signatures. Sensors, 2020, 20 (3), pp.933:1-933:21. ⟨10.3390/s20030933⟩. ⟨hal-02492596⟩

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2019

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Mounim El Yacoubi, Sonia Garcia-Salicetti, Christian Kahindo Senge Muvingi, Anne-Sophie Rigaud Monnet, Victoria Cristancho-Lacroix. From aging to early-stage Alzheimer's: uncovering handwriting multimodal behaviors by semi-supervised learning and sequential representation learning. Pattern Recognition, 2019, 86, pp.112 - 133. ⟨10.1016/j.patcog.2018.07.029⟩. ⟨hal-01869600⟩

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Zelong Wang, Majd Abazid, Nesma Houmani, Sonia Garcia-Salicetti, Anne-Sophie Rigaud. Online signature analysis for characterizing early stage Alzheimer’s disease: a feasibility study. Entropy, 2019, 21 (10), pp.956-1 - 956-12. ⟨10.3390/e21100956⟩. ⟨hal-02380209⟩

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2018

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Aboulem Ghita, Ibtissame Aouraghe, Ammour Alae, Ghizlane Khaissidi, Mostafa Mrabti, et al.. 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, 2018, 174 (supplément 1), pp.S33 -. ⟨10.1016/j.neurol.2018.01.075⟩. ⟨hal-01869648⟩

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Christian Kahindo Senge Muvingi, Mounim El Yacoubi, Sonia Garcia-Salicetti, Anne-Sophie Rigaud Monnet, Victoria Cristancho-Lacroix. Characterizing early-stage Alzheimer through spatiotemporal dynamics of handwriting. IEEE Signal Processing Letters, 2018, 25 (8), pp.1136 - 1140. ⟨10.1109/LSP.2018.2794500⟩. ⟨hal-01823644⟩

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Christian Kahindo Senge Muvingi, Mounim El Yacoubi, Sonia Garcia-Salicetti, Victoria Cristancho-Lacroix, Hélène Kerhervé, et al.. Semi-global parametization of online handwriting features for characterizing early-stage alzheimer and mild cognitive impairment. Innovation and Research in BioMedical engineering, 2018, 39 (6), pp.421 - 429. ⟨10.1016/j.irbm.2018.10.001⟩. ⟨hal-02014791⟩

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Saeideh Mirzaei, Mounim El Yacoubi, Sonia Garcia-Salicetti, Jérôme Boudy, Christian Kahindo Senge Muvingi, et al.. Two-stage feature selection of voice parameters for early Alzheimer's disease prediction. Innovation and Research in BioMedical engineering, 2018, 39 (6), pp.430 - 435. ⟨10.1016/j.irbm.2018.10.016⟩. ⟨hal-01934584⟩

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2017

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Ibtissame Aouraghe, Ammour Alae, Aboulem Ghita, Ghizlane Khaissidi, Mostafa Mrabti, et al.. Analyse automatique de l'écriture manuscrite en ligne pour la détection précoce des pathologies neurodégénératives. Internet des objets, 2017, 17 (2), pp.1 - 8. ⟨10.21494/ISTE.OP.2017.0153⟩. ⟨hal-01618332⟩

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2016

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Nesma Houmani, Sonia Garcia-Salicetti. On hunting animals of the Biometric Menagerie for online signature. PLoS ONE, 2016, 11 (4), pp.1 - 26. ⟨10.1371/journal.pone.0151691⟩. ⟨hal-01355704⟩

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Gabriel Marzinotto, José Carlos Rosales Nunez, Mounim El Yacoubi, Sonia Garcia-Salicetti, Christian Kahindo Senge Muvingi, et al.. Age-related evolution patterns in online handwriting. Computational and Mathematical Methods in Medicine, 2016, 2016, pp.3246595-1 - 3246595-15. ⟨10.1155/2016/3246595⟩. ⟨hal-01426637⟩

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Nadia Othman, Bernadette Dorizzi, Sonia Garcia-Salicetti. OSIRIS : an open source iris recognition software. Pattern Recognition Letters, 2016, 82 (2), pp.124 - 131. ⟨10.1016/j.patrec.2015.09.002⟩. ⟨hal-01390870⟩

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2013

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Thierry Lefèvre, Bernadette Dorizzi, Sonia Garcia-Salicetti, Nadège Lemperiere, Stephane Belardi. Effective elliptic fitting for iris normalization. Computer Vision and Image Understanding, 2013, 117 (6), pp.732-745. ⟨10.1016/j.cviu.2013.01.005⟩. ⟨hal-00812580⟩

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2012

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Lorène Allano, Bernadette Dorizzi, Sonia Garcia-Salicetti. A new protocol for multi-biometric systems' evaluation maintaining the dependencies between biometric scores. Pattern Recognition, 2012, 45 (1), pp.119-127. ⟨10.1016/j.patcog.2011.07.001⟩. ⟨hal-00662394⟩

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Nesma Houmani, Aurélien Mayoue, Sonia Garcia-Salicetti, Bernadette Dorizzi, Mostafa I. Khalil, et al.. BioSecure signature evaluation campaign (BSEC'2009) : evaluating online signature algorithms depending on the quality of signatures. Pattern Recognition, 2012, 45 (3), pp.993 -1003. ⟨10.1016/j.patcog.2011.08.008⟩. ⟨hal-00663826⟩

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Nesma Houmani, Sonia Garcia-Salicetti, Bernadette Dorizzi. On measuring forgery quality in online signatures. Pattern Recognition, 2012, 45 (3), pp.1004-1018. ⟨10.1016/j.patcog.2011.08.019⟩. ⟨hal-00663830⟩

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2010

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Lorène Allano, Bernadette Dorizzi, Sonia Garcia-Salicetti. Tuning cost and performance in Multi-Biometric SystemTuning 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, 2010, 31 (9), pp.884-890. ⟨10.1016/j.patrec.2010.01.028⟩. ⟨hal-00620905⟩

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Javier Ortega-Garcia, Julian Fierrez, Fernando Alonso-Fernandez, Javier Galbally, Manuel R. Freire, et al.. The multiscenario multienvironment biosecure multimodal database (BMDB). IEEE Transactions on Pattern Analysis and Machine Intelligence, 2010, 32 (6), pp.1097 - 1111. ⟨10.1109/TPAMI.2009.76⟩. ⟨hal-01333456⟩

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2009

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Sonia Garcia-Salicetti, Nesma Houmani, Bernadette Dorizzi. A novel criterion for writer enrolment based on a time-normalized signature sample entropy measure. EURASIP Journal on Advances in Signal Processing, 2009, 2009, pp.1 - 12. ⟨10.1155/2009/964746⟩. ⟨hal-01357103⟩

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Emine Krichen, Sonia Garcia-Salicetti, Bernadette Dorizzi. A new phase-correlation-based Iris matching for degraded images. IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics, 2009, 39 (4), pp.924 - 934. ⟨10.1109/TSMCB.2008.2009770⟩. ⟨hal-00472598⟩

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2001

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Sonia Garcia-Salicetti, Bernadette Dorizzi, Patrick Gallinari, Zsolt Wimmer. Maximum mutual information training for an on-line neural predictive word recognition system. International Journal on Document Analysis and Recognition, 2001, 4 (1), pp.56-68. ⟨10.1007/PL00013574⟩. ⟨hal-01184330⟩

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Communication dans un congrès

2024

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Lorenzo Hermez, Nesma Houmani, Sonia Garcia-Salicetti, Omar Galarraga, Vincent Vigneron. Caractérisation de la marche normale et des déviations pathologiques dues aux maladies neurologiques : étude comparative des mesures de déviations de la marche. XXII congrès de la Société Francophone d'analyse du mouvement chez l'enfant et l'adulte (SOFAMEA ), Jan 2024, Nantes (France), France. ⟨hal-04685982⟩

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Lorenzo Hermez, Nesma Houmani, Sonia Garcia-Salicetti, Omar Galarraga, Vincent Vigneron. An enhanced characterization of gait deviations in Hemiparesis by combining knee and ankle kinematics. Annual Meeting of the European Society for Movement Analysis in Adults and Children (ESMAC), Sep 2024, Oslo, Norway. ⟨hal-04663986⟩

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2023

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Lorenzo Hermez, Nesma Houmani, Sonia Garcia-Salicetti, Omar Galarraga, Vincent Vigneron. Gait deviation and neurological diseases: a comparative study of quantitative measures. 11th IEEE International Conference on E-Health and Bioengineering (EHB 2023), Nov 2023, Bucharest, Romania. ⟨hal-04305550⟩

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2021

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Marouane Kachouri, Nesma Houmani, Sonia Garcia-Salicetti, Anne-Sophie Rigaud. A new scheme for the automatic assessment of Alzheimer’s disease on a fine motor task with transfer learning. EMBC 2021: 43rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Nov 2021, Mexico (online), Mexico. pp.3823-3829, ⟨10.1109/EMBC46164.2021.9630539⟩. ⟨hal-03953216⟩

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2019

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Majd Abazid, Nesma Houmani, Sonia Garcia-Salicetti. Impact of spatial constraints when signing in uncontrolled mobile conditions. IH&MMSec 2019 : ACM Workshop on Information Hiding and Multimedia Security, Jul 2019, Paris, France. pp.89-94, ⟨10.1145/3335203.3335720⟩. ⟨hal-02190140⟩

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2017

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Ibtissame Aouraghe, Ammour Alae, Aboulem Ghita, Ghizlane Khaissidi, Mostafa Mrabti, et al.. Analyse automatique de l'écriture manuscrite précoce des pathologies neurodégénératives. NDIDO 2017 : Conférence Nouveau Défis de l'Internet des Objects, May 2017, Fès, Maroc. pp.1 - 11. ⟨hal-01682948⟩

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Christian Kahindo, Sonia Garcia-Salicetti, Mounim El Yacoubi, Victoria Cristacho-Lacroix, Hélène Kerherve, et al.. Caractérisation de la Maladie d'Alzheimer à travers l'Ecriture manuscrite acquise sur Tablette graphique. Journées d'Etude sur la TéléSANté, 6ème edition, Pôle Capteurs, Université d'Orléans, May 2017, Bourges, France. ⟨hal-01564669⟩

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Saeideh Mirzaei, Mounim El Yacoubi, Sonia Garcia-Salicetti, Jérôme Boudy, Christian Kahindo Senge Muvingi, et al.. Automatic speech analysis for early Alzheimer's disease diagnosis. JETSAN 2017 : 6e Journées d'Etudes sur la Télésanté, May 2017, Bourges, France. pp.114 - 116. ⟨hal-01618834⟩

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2016

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Gabriel Marzinotto, José Carlos Rosales Nunez, Mounim El Yacoubi, Sonia Garcia-Salicetti, Christian Kahindo Senge Muvingi, et al.. Uncovering major age-related handwriting changes by unsupervised learning. COGNITIVE 2016 : 8th International Conference on Advanced Cognitive Technologies and Applications, Mar 2016, Rome, Italy. pp.48 - 54. ⟨hal-01426892⟩

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2015

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Christian Kahindo Senge Muvingi, Sonia Garcia-Salicetti, Nesma Houmani. A signature complexity measure to select reference signatures for online signature verification. BIOSIG 2015 : International Conference of the Biometrics Special Interest Group, Sep 2015, Darmstadt, Germany. pp.327 - 334, ⟨10.1109/BIOSIG.2015.7314595⟩. ⟨hal-01261394⟩

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Gabriel Marzinotto, José Carlos Rosales Nunez, Mounim El Yacoubi, Sonia Garcia-Salicetti. Age and Gender Characterization through a Two Layer Clustering of Online Handwriting. ACIVS 2015 : 16th International Conference on Advanced Concepts for Intelligent Vision Systems, Oct 2015, Catania, Italy. pp.428 - 439, ⟨10.1007/978-3-319-25903-1_37⟩. ⟨hal-01262546⟩

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José Carlos Rosales Nunez, Gabriel Marzinotto, Mounim El Yacoubi, Sonia Garcia-Salicetti. Age characterization from online handwriting. MINDCARE 2015 : 5th EAI International Symposium on Pervasive Computing Paradigms for Mental Health, Sep 2015, Milan, Italy. pp.176 - 185, ⟨10.1007/978-3-319-32270-4_18⟩. ⟨hal-01300459⟩

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2013

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Sandra Cremer, Nadège Lemperiere, Bernadette Dorizzi, Sonia Garcia-Salicetti. Quality driven iris recognition improvement. BIOSIG 2013 : International Conference of the Biometrics Special Interest Group, Sep 2013, Darmstadt, Germany. pp.87 - 98. ⟨hal-01265553⟩

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Thierry Lefèvre, Bernadette Dorizzi, Sonia Garcia-Salicetti, Nadège Lemperiere, Stephane Belardi. Fusion of novel iris segmentation quality metrics for failure detection. ICIAR '13 : International Conference on Image Analysis and Recognition, Jun 2013, Póvoa De Varzim, Portugal. pp.97-106, ⟨10.1007/978-3-642-39094-4_12⟩. ⟨hal-00839474⟩

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2012

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Sandra Cremer, Bernadette Dorizzi, Sonia Garcia-Salicetti, Nadège Lemperiere. How a local quality measure can help improving iris recognition. BIOSIG '12 : IEEE International Conference of the Biometrics Special Interest Group, Sep 2012, Darmstad, Germany. pp.1-6. ⟨hal-00746549⟩

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Guillaume Sutra, Sonia Garcia-Salicetti, Bernadette Dorizzi. The Viterbi algorithm at different resolutions for enhanced iris segmentation. ICB '12 : The 5th IAPR International Conference on Biometrics, Mar 2012, New Delhi, India. pp.310-316, ⟨10.1109/ICB.2012.6199825⟩. ⟨hal-00746644⟩

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2011

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Nesma Houmani, Sonia Garcia-Salicetti, Bernadette Dorizzi, Jugurta Montalvão, Jânio C. Canuto, et al.. BioSecure Signature Evaluation Campaign (ESRA'2011) : evaluating systems on quality-based categories of skilled forgeries. IJCB 2011 : International Joint Conference on Biometrics, Oct 2011, Washington, United States. pp.1 - 10, ⟨10.1109/IJCB.2011.6117487⟩. ⟨hal-01333570⟩

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Yosra Rekik, Nesma Houmani, Mounim El Yacoubi, Sonia Garcia-Salicetti, Bernadette Dorizzi. A comparison of feature extraction approaches for offline signature verification. ICMCS 2011 : 2nd International Conference on Multimedia Computing and Systems, Apr 2011, Ouarzazate Morocco. pp.1 - 6, ⟨10.1109/ICMCS.2011.5945734⟩. ⟨hal-01302474⟩

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2010

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Nesma Houmani, Sonia Garcia-Salicetti, Bernadette Dorizzi, Mounim El Yacoubi. On-line signature verification on a mobile platform. WMS '10 : International Workshop on Mobile Security. In conjunction with MobiCASE '10 : 2nd International ICST Conference on Mobile Computing, Applications, and Services, Oct 2010, Santa Clara, United States. pp.396-400, ⟨10.1007/978-3-642-29336-8_28⟩. ⟨hal-00812562⟩

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2009

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Nesma Houmani, Sonia Garcia-Salicetti, Bernadette Dorizzi. On assessing the robustness of pen coordinates, pen pressure and pen inclination to short-term and long-term time variability with personal entropy. BTAS 2009 : IEEE 3rd International Conference on Biometrics : Theory, Applications and Systems, Sep 2009, Washington, United States. pp.1 - 6, ⟨10.1109/BTAS.2009.5339074⟩. ⟨hal-00447588⟩

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2008

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Lorène Allano, Sonia Garcia-Salicetti, Bernadette Dorizzi. A low cost incremental biometric fusion strategy for a handheld device. S+SSPR 2008 : Joint IAPR International Workshops on Structural, Syntactic and Statistical Pattern Recognition, Dec 2008, Orlando, United States. pp.842 - 851, ⟨10.1007/978-3-540-89689-0_88⟩. ⟨hal-01375832⟩

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Lorène Allano, Sonia Garcia-Salicetti, Bernadette Dorizzi. An adaptive multi-biometric incremental fusion strategy in the context of BMEC 2007. ICARCV 2008 : 10th International Conference on Control, Automation, Robotics and Vision, Dec 2008, Hanoi, Vietnam. pp.1144 - 1149, ⟨10.1109/ICARCV.2008.4795682⟩. ⟨hal-01391747⟩

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Bernadette Dorizzi, Sonia Garcia-Salicetti, Walid Hizem, Lorène Allano, Yang Ni. Capture infra-rouge et fusion multimodale de scores dans le projet VINSI : Vérification d'Identité Numérique Sécurisée Itinérante. WISG 2008 : Workshop Interdisciplinaire sur la Sécurité Globale, Jan 2008, Troyes, France. ⟨hal-01396591⟩

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Sonia Garcia-Salicetti, Nesma Houmani, Bernadette Dorizzi. A client-entropy measure for on-line signatures. BSYM 2008 : Biometrics Symposium, Sep 2008, Tampa, United States. pp.83 - 88, ⟨10.1109/BSYM.2008.4655527⟩. ⟨hal-01374026⟩

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Nesma Houmani, Sonia Garcia-Salicetti, Bernadette Dorizzi. A novel personal entropy measure confronted to online signature verification systems' performance. BTAS 2008 : IEEE 2nd International Conference on Biometrics : Theory, Applications and System, Sep 2008, Arlington United States. pp.1 - 6, ⟨10.1109/BTAS.2008.4699362⟩. ⟨hal-01375821⟩

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2006

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Jacques Koreman, Andrew C Morris, D. Wu, Sabah Jassim, Harin Sellahewa, et al.. Multi-Modal Biometric Authentication on the SecurePhone PDA. MMUA 2006, Workshop on Multimodal User Authentication, 2006, Toulouse, France. ⟨hal-01987834⟩

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1997

ref_biblio

Zsolt Wimmer, Sonia Garcia-Salicetti, Bernadette Dorizzi, Patrick Gallinari. A HMM-based neural predictive system for off-line word recognition. IEEE-SCS'97, 1997, Iasi, Romania. ⟨hal-01646784⟩

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Zsolt Wimmer, Sonia Garcia-Salicetti, Bernadette Dorizzi, Patrick Gallinari. Handwritting word recognition by a neuro-markovian approach : cooperation "on-line - off line". Signal Processing and Multimedia Technology'97, Oct 1997, Budapest, Hungary. ⟨hal-01623882⟩

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Zsolt Wimmer, Sonia Garcia-Salicetti, Bernadette Dorizzi, Patrick Gallinari. Off line cursive word recognition with a hybrid neural-HMM system. BSDIA'97 - First Brazilian Symposium on Advances in Document Image Analysis, Nov 1997, Curitiba, Brazil. pp.249-260, ⟨10.1007/3-540-63791-5_19⟩. ⟨hal-01623879⟩

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Chapitre d'ouvrage

2015

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Nesma Houmani, Sonia Garcia-Salicetti. Digitizing tablet. Encyclopedia of biometrics, Springer, 2015, 978-1-4899-7487-7. ⟨10.1007/978-1-4899-7488-4⟩. ⟨hal-01809395⟩

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2014

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Nesma Houmani, Sonia Garcia-Salicetti. Quality measures for online handwritten signatures. Signal and Image Processing for Biometrics, 292, Springer, pp.255 - 283, 2014, Lecture Notes in Electrical Engineering, 978-3-642-54079-0. ⟨10.1007/978-3-642-54080-6_10⟩. ⟨hal-01263367⟩

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2009

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Bernadette Dorizzi, Raffaele Cappelli, Matteo Ferrara, Dario Maio, Davide Maltoni, et al.. Fingerprint and on-line signature verification competitions at ICB 2009. Advances in Biometrics : Third International Conference, ICB 2009, Alghero, Italy, June 2-5, 2009, 5558, Springer, pp.725 - 732, 2009, Lecture Notes in Computer Science, 978-3-642-01792-6. ⟨10.1007/978-3-642-01793-3_74⟩. ⟨hal-00472812⟩

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Sonia Garcia-Salicetti, Nesma Houmani. Digitizing tablet. Encyclopedia of biometrics, 2 volumes, Springer, pp.225 - 228, 2009, 978-0-387-73002-8. ⟨10.1007/978-0-387-73003-5_19⟩. ⟨hal-01359045⟩

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Sonia Garcia-Salicetti, Nesma Houmani, Bao Ly Van, Bernadette Dorizzi, Fernando Alonso-Fernandez, et al.. Online handwritten signature verification. Guide to biometric reference systems and performance evaluation, Springer-Verlag, pp.125 - 164, 2009, 978-1-84800-291-3. ⟨10.1007/978-1-84800-292-0_6⟩. ⟨hal-00472762⟩

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Emine Krichen, Bernadette Dorizzi, Zhenan Sun, Sonia Garcia-Salicetti, Tieniu Tan. Iris recognition. Guide to biometric reference systems and performance evaluation, Springer-Verlag, pp.25 - 48, 2009, 978-1-84800-291-3. ⟨10.1007/978-1-84800-292-0_3⟩. ⟨hal-00472608⟩

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Brevet

2022

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Nesma Houmani, Sonia Garcia-Salicetti. Identity verification or identification method using handwritten signatures affixed to a digital sensor. France, Patent n° : EP3942442. 2022. ⟨hal-03953225⟩

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2021

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Nesma Houmani, Sonia Garcia-Salicetti. Procédé de génération d’informations concernant la production d’un tracé manuscrit, apposé manuellement ou imprimé. France, Patent n° : EP3908962. 2021. ⟨hal-03953227⟩

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2020

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Nesma Houmani, Sonia Garcia-Salicetti. Procédé de vérification d’identité ou d’identification utilisant des signatures manuscrites apposées sur un capteur numérique. France, N° de brevet: WO2020187640A1. 2020. ⟨hal-03122175⟩

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Nesma Houmani, Sonia Garcia-Salicetti. Method for generating information about the production of a handwritten, hand-affixed or printed trace. France, Patent n° : WO 2020/144494. 2020. ⟨hal-02928803⟩

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Nesma Houmani, Sonia Garcia-Salicetti. Procédé de vérification d’identité ou d’identification utilisant des signatures manuscrites apposées sur un capteur numérique. France, N° de brevet: FR3094106A1. 2020. ⟨hal-03122176⟩

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2012

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Sandra Cremer, Bernadette Dorizzi, Sonia Garcia-Salicetti, Nadège Lemperiere. Procédé de comparaison d'images d'iris par sélection intelligente de zônes texturées. France, N° de brevet: FR2969344. 13418. 2012, pp.20. ⟨hal-01336061⟩

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Thierry Lefèvre, Nadège Lemperiere, Sonia Garcia-Salicetti, Bernadette Dorizzi. Procédé de recherche de contours paramétrés pour la comparaison d'iris. France, N° de brevet: FR2975519. 13422. 2012, pp.21. ⟨hal-01336065⟩

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