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Thèmes de recherche
On-line signal and image processing, pattern recognition, data mining, clustering, automatic multi-level analysis of hand-drawn, sketches, drawing, handwriting and scribbles, HCI for children’ Handwriting learning,
Recherche
Under what conditions Computer Science, touchscreen and pen-oriented devices and HCI can help for :
1-Graphomotor behaviors understanding,
2-Handwriting skills evaluation,
3-Handwriting teaching
3-Detection of kid's handwriting learning difficulites?
My work try to answer such question thanks to :
- development of acquisition systems that take advantage of technological evolutions
- theory and paradigms that define new spaces* to capture and represent information on Human handwriting actvity and its results
- definition of features extraction algorithms in these spaces of representation of handwriting
- experimental studies of the relevance of features extracted by these algorithms to help to augment knowledge and to improve decision making in each of these Human practice fields.
*Interdependant spatio-temporal, spatio-graphic, dynamic, procedural, kinematic and sigma-lognormal dimensions of handwriting traces that can be taken into account thanks to online acquisition and preprocessing f handwriting.
Each of these dimensions of representation can enhance or reduce information available for handwriting processing. According to the dimension that is considered raw extracted features are quantitative or/and structural.
Note that other applications like characterization of movement patterns, procedural analysis of drawing, spatio-graphic quantization of similarieis between handwritten productions or writer’s identification are also possible with such approach.
Enseignements
Enseignements actuels :
Algorithmique et programmation (licence - UFR SEN)
Sécuriser les données : aspects techniques, déontologiques et juridiques (licences toutes filières)
Outils informatiques et multimédias pour les juristes (licence & master - UFR SJE)
Autres enseignements dispensés antérieurement :
Outils informatiques et multimédias pour les sciences de la vie et médicales ( master bio - UFR SEN & PACES )
BDD et SIG pour les TPE & PME ( LP - UFR SJE)
Architecture et programmation système (Licence - UFR SEN)
POO (master info - UFR SEN)
TIC & accompagnement des apprentissages langagiers fondamentaux
Publications (24)
Communications avec actes
Towards Visuo-Structural Handwriting Evaluation Based on Graph Matching. Anna Scius-Bertrand, Céline Rémi, Emmanuel BIABIANY, Jimmy NAGAU, Andreas Fischer. Towards Visuo-Structural Handwriting Evaluation Based on Graph Matching. 21st International Conference of the International Graphonomics Society, IGS 2023, Graphonomics in Human Body Movement. Bridging Research and Practice from Motor Control to Handwriting Analysis and Recognition, International Graphonomics Society, Oct 2023, Evora, Portugal. pp.75-88, ⟨10.1007/978-3-031-45461-5_6⟩. ⟨hal-04558287⟩
Copilotr@ce Put to the Crowdsourcing Test. Keïla Gaëte, Céline Rémi, Jimmy NAGAU. Copilotr@ce Put to the Crowdsourcing Test. 21st International Conference of the International Graphonomics Society, IGS 2023, Graphonomics in Human Body Movement. Bridging Research and Practice from Motor Control to Handwriting Analysis and Recognition, International Graphonomics Society, Oct 2023, Evora, Portugal. pp.89-100, ⟨10.1007/978-3-031-45461-5_7⟩. ⟨hal-04812100⟩
Lognormality: An Open Window on Neuromotor Control. Réjean Plamondon, Asma Bensalah, Karina Lebel, Romeo Salameh, Guillaume Séguin de Broin, Christian O’reilly, Mickael Begon, Olivier Desbiens, Youssef Beloufa, Aymeric Guy, Daniel Berio, Frederic Fol Leymarie, Simon-Pierre Boyoguéno-Bidias, Andreas Fischer, Zigeng Zhang, Marie-France Morin, Denis Alamargot, Céline Rémi, Nadir Faci, Raphaëlle Fortin, Marie-Noëlle Simard, Caroline Bazinet. . Lognormality: An Open Window on Neuromotor Control. Graphonomics in Human Body Movement. Bridging Research and Practice from Motor Control to Handwriting Analysis and Recognition: 21st International Conference of the International Graphonomics Society, IGS 2023, International Graphonomics Society, Oct 2023, Evora, Portugal. pp.205-258, ⟨10.1007/978-3-031-45461-5_15⟩. ⟨hal-04812123⟩
Communications avec actes
Copilotrace: A Platform to Process Graphomotor Tasks for Education and Graphonomics Research. Celine C Remi, Jimmy NAGAU. Copilotrace: A Platform to Process Graphomotor Tasks for Education and Graphonomics Research. IGS 2021 : The 20th Conference of the International Graphonomics Scoiety. Intertwining Graphonomics with Human Movements., International Graphonomics Society, Jun 2022, Las Palmas de Gran Canaria, Spain. pp.129-143, ⟨10.1007/978-3-031-19745-1_10⟩. ⟨hal-03893354⟩
Communications avec actes
Lognormality & е-education - eMaGma : A challenging context for sigma-lognormal analysis benchmarking. Céline Rémi, Jean VAILLANT, Jimmy NAGAU, Claudy Movrel, Dorville A., Rejean Plamondon. , et al.. Lognormality & е-education - eMaGma : A challenging context for sigma-lognormal analysis benchmarking. International Conference on Pattern Recognition and Artifical Intelligence ICPRAI2018 - Workshop: Lognormality Principle and its Applications, May 2018, Montréal, Canada. ⟨hal-01813003⟩
Can the sigma-lognormal modeling help to monitor Chid’s graphomotor skills ?. Céline Rémi, Jean VAILLANT, Jimmy NAGAU, Rejean Plamondon. Can the sigma-lognormal modeling help to monitor Chid’s graphomotor skills ?. International Conference on Pattern Recognition and Artifical Intelligence ICPRAI2018, May 2018, Montréal, Canada. pp.780-783. ⟨hal-01813002⟩
Article dans des revues
Combining sigma-lognormal modeling and classical features for analyzing graphomotor performances in kindergarten children. Thérésa Duval, Céline Rémi, Réjean Plamondon, Jean VAILLANT, Christian O'Reilly. Combining sigma-lognormal modeling and classical features for analyzing graphomotor performances in kindergarten children. Human Movement Science, 2015, 43, pp.183-200. ⟨hal-01313456⟩
Communications avec actes
Exploring the Kinematic Dimensions of Kindergarten Children's Scribbles. Céline Rémi, Jean VAILLANT, Rejean Plamondon, Lionel Prevost, Theresa Duval. Exploring the Kinematic Dimensions of Kindergarten Children's Scribbles. 17th Biennial Conference of the International Graphonomics Society, International Graphonomics Society (IGS); Université des Antilles (UAG), Jun 2015, Pointe-à-Pitre, Guadeloupe. pp.79-82. ⟨hal-01165910⟩
Communications avec actes
Etude de la faisabilité de l’évaluation de l’efficacité des mouvements de tracé du jeune apprenti-scripteur. Duval T., Remi C., Prevost L., Dorville A., Plamondon R.. , Remi C., Prevost L., Dorville A., Plamondon R.. Etude de la faisabilité de l’évaluation de l’efficacité des mouvements de tracé du jeune apprenti-scripteur. IHM'14, 26e conférence francophone sur l'Interaction Homme-Machine, Oct 2014, Lille, France. pp.29-37. ⟨hal-01089622⟩
Article dans des revues
The lognormal handwriter: learning, performing and declining. Réjean Plamondon, Christian O'Reilly, Céline Rémi, Thérésa Duval. The lognormal handwriter: learning, performing and declining
. Frontiers in Psychology, 2013, Writing words: From brain to hand(s), 4 (00945), pp.1-14. ⟨10.3389/fpsyg.2013.0094⟩. ⟨hal-01098124⟩
Communications avec actes
On the Use of the Sigma-Lognormal Model to Study Children Handwriting. Thérésa Duval, Réjean Plamondon, Chrisitian O'Reilly, Remi C., Jean VAILLANT. , Jean Vaillant. On the Use of the Sigma-Lognormal Model to Study Children Handwriting. Recent Progress in Graphonomics: Learn from the Past. IGS 2013, Prof. Masaki Nakagawa, Jun 2013, Nara, Japan. pp.26-30. ⟨hal-01098125⟩
Communications avec actes
Procedural Analysis of a sketching activity: principles and applications. Ney Renau-Ferrer, Céline Rémi. Procedural Analysis of a sketching activity: principles and applications. ICFHR 2012 - International Conference on Frontiers in Handwriting Recognition, Sep 2012, Bari, Italy. ⟨hal-00708708⟩
Principes d'analyse procédurale et application à la reconnaissance de dessinateur. Ney Renau-Ferrer, Céline Rémi. Principes d'analyse procédurale et application à la reconnaissance de dessinateur. Colloque International Francophone sur l'Écrit et le Document 2012 (CIFED'12), Mar 2012, Bordeaux, France. pp. 71-85. ⟨hal-00698875⟩
Description et discrimination procédurale de dessins acquis en ligne. Ney Renau-Ferrer, Céline Rémi. Description et discrimination procédurale de dessins acquis en ligne. RFIA 2012 (Reconnaissance des Formes et Intelligence Artificielle), Jan 2012, Lyon, France. pp.978-2-9539515-2-3. ⟨hal-00660983⟩
Communications avec actes
Analyse procédurale : un nouveau paradigme pour l'analyse de tracés manuscrits. Ney Renau-Ferrer, Céline Rémi. Analyse procédurale : un nouveau paradigme pour l'analyse de tracés manuscrits. 23éme conférence francophone sur l'Interaction Homme Machine, Oct 2011, Nice, France. pp.93. ⟨hal-00635867⟩
Dominant points for spatio-graphic and procedural analysis of online drawings. Ney Renau-Ferrer, Céline Rémi. Dominant points for spatio-graphic and procedural analysis of online drawings. 15th International Conference of the Graphonomics Society - IGS 2011, Jun 2011, Cancun, Mexico. pp.140-143. ⟨hal-00604380⟩
A generic approach for recognition and structural modelisation of drawers' sketching gestures. Ney Renau-Ferrer, Céline Rémi. A generic approach for recognition and structural modelisation of drawers' sketching gestures . IPCV'11 The 2011 International Conference on Image Processing, Computer Vision, and Pattern Recognition, Jul 2011, Las Vegas, United States. pp.1-7. ⟨hal-01713883⟩
Procedural description of drawing activity. Ney Renau-Ferrer, Céline Rémi. Procedural description of drawing activity. Conference of the International Graphonomics Society - IGS 2011, Jun 2011, Cancun, Mexico. pp.30-33. ⟨hal-00604378⟩
Communications avec actes
A Method for Visuo-Spatial Classification of Freehand Shapes Freely Sketched. Ney Renau-Ferrer, Céline Rémi. A Method for Visuo-Spatial Classification of Freehand Shapes Freely Sketched. IPCV'10 - 14th International Conference on Image Processing, Computer Vision, & Pattern Recognition, Jul 2010, United States. pp.216. ⟨hal-00514929⟩
Communications avec actes
Analyse de productions graphiques d'enfants. Enguerran GRANDCHAMP, Page Vincent, Céline Rémi, Enée Gilles. Analyse de productions graphiques d'enfants. EIAH, May 2005, France. pp.00. ⟨hal-00634758⟩
Communications avec actes
School level recognition from children's drawings and writing. Carl Frélicot, Céline Rémi, Pierre Courtellemont. School level recognition from children's drawings and writing. ICPR 2002 - 16th Int. Conf. on Pattern Recognition, Aug 2002, Montréal, Canada. pp.493-496. ⟨hal-01713880⟩
Communications avec actes
Analyse de productions textuelles et graphiques pour l'aide à la détection du retard scolaire. Céline Rémi, Carl Frélicot, Pierre Courtellemont, Denis de Brucq. Analyse de productions textuelles et graphiques pour l'aide à la détection du retard scolaire. CIFED'2000: colloque international francophone sur l'écrit et le document, 2000, Lyon, France. pp.141-150. ⟨hal-01713878⟩
Towards Visuo-Structural Handwriting Evaluation Based on Graph Matching. Anna Scius-Bertrand, Céline Rémi, Emmanuel BIABIANY, Jimmy NAGAU, Andreas Fischer. Towards Visuo-Structural Handwriting Evaluation Based on Graph Matching. 21st International Conference of the International Graphonomics Society, IGS 2023, Graphonomics in Human Body Movement. Bridging Research and Practice from Motor Control to Handwriting Analysis and Recognition, International Graphonomics Society, Oct 2023, Evora, Portugal. pp.75-88, ⟨10.1007/978-3-031-45461-5_6⟩. ⟨hal-04558287⟩ | |
Copilotr@ce Put to the Crowdsourcing Test. Keïla Gaëte, Céline Rémi, Jimmy NAGAU. Copilotr@ce Put to the Crowdsourcing Test. 21st International Conference of the International Graphonomics Society, IGS 2023, Graphonomics in Human Body Movement. Bridging Research and Practice from Motor Control to Handwriting Analysis and Recognition, International Graphonomics Society, Oct 2023, Evora, Portugal. pp.89-100, ⟨10.1007/978-3-031-45461-5_7⟩. ⟨hal-04812100⟩ | |
Lognormality: An Open Window on Neuromotor Control. Réjean Plamondon, Asma Bensalah, Karina Lebel, Romeo Salameh, Guillaume Séguin de Broin, Christian O’reilly, Mickael Begon, Olivier Desbiens, Youssef Beloufa, Aymeric Guy, Daniel Berio, Frederic Fol Leymarie, Simon-Pierre Boyoguéno-Bidias, Andreas Fischer, Zigeng Zhang, Marie-France Morin, Denis Alamargot, Céline Rémi, Nadir Faci, Raphaëlle Fortin, Marie-Noëlle Simard, Caroline Bazinet. . Lognormality: An Open Window on Neuromotor Control. Graphonomics in Human Body Movement. Bridging Research and Practice from Motor Control to Handwriting Analysis and Recognition: 21st International Conference of the International Graphonomics Society, IGS 2023, International Graphonomics Society, Oct 2023, Evora, Portugal. pp.205-258, ⟨10.1007/978-3-031-45461-5_15⟩. ⟨hal-04812123⟩ |
Copilotrace: A Platform to Process Graphomotor Tasks for Education and Graphonomics Research. Celine C Remi, Jimmy NAGAU. Copilotrace: A Platform to Process Graphomotor Tasks for Education and Graphonomics Research. IGS 2021 : The 20th Conference of the International Graphonomics Scoiety. Intertwining Graphonomics with Human Movements., International Graphonomics Society, Jun 2022, Las Palmas de Gran Canaria, Spain. pp.129-143, ⟨10.1007/978-3-031-19745-1_10⟩. ⟨hal-03893354⟩ |
Lognormality & е-education - eMaGma : A challenging context for sigma-lognormal analysis benchmarking. Céline Rémi, Jean VAILLANT, Jimmy NAGAU, Claudy Movrel, Dorville A., Rejean Plamondon. , et al.. Lognormality & е-education - eMaGma : A challenging context for sigma-lognormal analysis benchmarking. International Conference on Pattern Recognition and Artifical Intelligence ICPRAI2018 - Workshop: Lognormality Principle and its Applications, May 2018, Montréal, Canada. ⟨hal-01813003⟩ | |
Can the sigma-lognormal modeling help to monitor Chid’s graphomotor skills ?. Céline Rémi, Jean VAILLANT, Jimmy NAGAU, Rejean Plamondon. Can the sigma-lognormal modeling help to monitor Chid’s graphomotor skills ?. International Conference on Pattern Recognition and Artifical Intelligence ICPRAI2018, May 2018, Montréal, Canada. pp.780-783. ⟨hal-01813002⟩ |
Combining sigma-lognormal modeling and classical features for analyzing graphomotor performances in kindergarten children. Thérésa Duval, Céline Rémi, Réjean Plamondon, Jean VAILLANT, Christian O'Reilly. Combining sigma-lognormal modeling and classical features for analyzing graphomotor performances in kindergarten children. Human Movement Science, 2015, 43, pp.183-200. ⟨hal-01313456⟩ |
Exploring the Kinematic Dimensions of Kindergarten Children's Scribbles. Céline Rémi, Jean VAILLANT, Rejean Plamondon, Lionel Prevost, Theresa Duval. Exploring the Kinematic Dimensions of Kindergarten Children's Scribbles. 17th Biennial Conference of the International Graphonomics Society, International Graphonomics Society (IGS); Université des Antilles (UAG), Jun 2015, Pointe-à-Pitre, Guadeloupe. pp.79-82. ⟨hal-01165910⟩ |
Etude de la faisabilité de l’évaluation de l’efficacité des mouvements de tracé du jeune apprenti-scripteur. Duval T., Remi C., Prevost L., Dorville A., Plamondon R.. , Remi C., Prevost L., Dorville A., Plamondon R.. Etude de la faisabilité de l’évaluation de l’efficacité des mouvements de tracé du jeune apprenti-scripteur. IHM'14, 26e conférence francophone sur l'Interaction Homme-Machine, Oct 2014, Lille, France. pp.29-37. ⟨hal-01089622⟩ |
The lognormal handwriter: learning, performing and declining. Réjean Plamondon, Christian O'Reilly, Céline Rémi, Thérésa Duval. The lognormal handwriter: learning, performing and declining . Frontiers in Psychology, 2013, Writing words: From brain to hand(s), 4 (00945), pp.1-14. ⟨10.3389/fpsyg.2013.0094⟩. ⟨hal-01098124⟩ |
On the Use of the Sigma-Lognormal Model to Study Children Handwriting. Thérésa Duval, Réjean Plamondon, Chrisitian O'Reilly, Remi C., Jean VAILLANT. , Jean Vaillant. On the Use of the Sigma-Lognormal Model to Study Children Handwriting. Recent Progress in Graphonomics: Learn from the Past. IGS 2013, Prof. Masaki Nakagawa, Jun 2013, Nara, Japan. pp.26-30. ⟨hal-01098125⟩ |
Procedural Analysis of a sketching activity: principles and applications. Ney Renau-Ferrer, Céline Rémi. Procedural Analysis of a sketching activity: principles and applications. ICFHR 2012 - International Conference on Frontiers in Handwriting Recognition, Sep 2012, Bari, Italy. ⟨hal-00708708⟩ | |
Principes d'analyse procédurale et application à la reconnaissance de dessinateur. Ney Renau-Ferrer, Céline Rémi. Principes d'analyse procédurale et application à la reconnaissance de dessinateur. Colloque International Francophone sur l'Écrit et le Document 2012 (CIFED'12), Mar 2012, Bordeaux, France. pp. 71-85. ⟨hal-00698875⟩ | |
Description et discrimination procédurale de dessins acquis en ligne. Ney Renau-Ferrer, Céline Rémi. Description et discrimination procédurale de dessins acquis en ligne. RFIA 2012 (Reconnaissance des Formes et Intelligence Artificielle), Jan 2012, Lyon, France. pp.978-2-9539515-2-3. ⟨hal-00660983⟩ |
Analyse procédurale : un nouveau paradigme pour l'analyse de tracés manuscrits. Ney Renau-Ferrer, Céline Rémi. Analyse procédurale : un nouveau paradigme pour l'analyse de tracés manuscrits. 23éme conférence francophone sur l'Interaction Homme Machine, Oct 2011, Nice, France. pp.93. ⟨hal-00635867⟩ | |
Dominant points for spatio-graphic and procedural analysis of online drawings. Ney Renau-Ferrer, Céline Rémi. Dominant points for spatio-graphic and procedural analysis of online drawings. 15th International Conference of the Graphonomics Society - IGS 2011, Jun 2011, Cancun, Mexico. pp.140-143. ⟨hal-00604380⟩ | |
A generic approach for recognition and structural modelisation of drawers' sketching gestures. Ney Renau-Ferrer, Céline Rémi. A generic approach for recognition and structural modelisation of drawers' sketching gestures . IPCV'11 The 2011 International Conference on Image Processing, Computer Vision, and Pattern Recognition, Jul 2011, Las Vegas, United States. pp.1-7. ⟨hal-01713883⟩ | |
Procedural description of drawing activity. Ney Renau-Ferrer, Céline Rémi. Procedural description of drawing activity. Conference of the International Graphonomics Society - IGS 2011, Jun 2011, Cancun, Mexico. pp.30-33. ⟨hal-00604378⟩ |
A Method for Visuo-Spatial Classification of Freehand Shapes Freely Sketched. Ney Renau-Ferrer, Céline Rémi. A Method for Visuo-Spatial Classification of Freehand Shapes Freely Sketched. IPCV'10 - 14th International Conference on Image Processing, Computer Vision, & Pattern Recognition, Jul 2010, United States. pp.216. ⟨hal-00514929⟩ |
Analyse de productions graphiques d'enfants. Enguerran GRANDCHAMP, Page Vincent, Céline Rémi, Enée Gilles. Analyse de productions graphiques d'enfants. EIAH, May 2005, France. pp.00. ⟨hal-00634758⟩ |
School level recognition from children's drawings and writing. Carl Frélicot, Céline Rémi, Pierre Courtellemont. School level recognition from children's drawings and writing. ICPR 2002 - 16th Int. Conf. on Pattern Recognition, Aug 2002, Montréal, Canada. pp.493-496. ⟨hal-01713880⟩ |
Analyse de productions textuelles et graphiques pour l'aide à la détection du retard scolaire. Céline Rémi, Carl Frélicot, Pierre Courtellemont, Denis de Brucq. Analyse de productions textuelles et graphiques pour l'aide à la détection du retard scolaire. CIFED'2000: colloque international francophone sur l'écrit et le document, 2000, Lyon, France. pp.141-150. ⟨hal-01713878⟩ |