yann gavet
Présentation
Publications
Publications
New deep AI-based algorithm to assess quality of primary corneal endothelial cell cultures27th EVER Congress - EVER 2024, EVER (European Association for Vision and Eye); OIC group, Nov 2024, Valence (Espagne), Spain. ⟨10.1111/aos.17236⟩ |
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Enhancing image quality and anomaly detection for small and dense industrial objects in nuclear recyclingQCAV2025 - 17th International Conference on Quality Control by Artificial Vision, Jun 2025, Yamanashi, Japan. pp.1373705, ⟨10.1117/12.3077764⟩ |
Stochastic image generator for industrial bin-picking simulationECSIA 2025 - 14th European Congress for Stereology and Image Analysis, Faculty of Mathematics and Physics of the Charles University and Conforg, s.r.o., Sep 2025, Prague, Czech Republic |
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Digital twin for bin-picking: bridging the gap between 2D image analysis and 3D simulation through stochastic geometryQCAV2025 - 17th International Conference on Quality Control by Artificial Vision, Jun 2025, Yamanashi, Japan. pp.137370W, ⟨10.1117/12.3081903⟩ |
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Tortuosity: Local Morphology and Global Topology Combination14th European Congress for Stereology and Image Analysis, International Society for Stereology & Image Analysis, Sep 2025, Prague, Czech Republic |
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Generating 3D Microstructure Images for <i>O<sub>2</sub></i> Fuel Cell Electrode using GANs Enhanced with Minkowski FunctionalsISIVC 2024, May 2024, Marrakech, Morocco. pp.10577933, ⟨10.1109/ISIVC61350.2024.10577933⟩ |
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Enhancing Object Detection in Distorted Environments: A Seamless Integration of Classical Image Processing with Deep Learning ModelsISIVC 2024, Hassan II University of Casablanca; FST Mohammedia, Hassan II University of Casablanc; National Centre for Scientific and Technical Research (CNRST); IMT Atlantique; Mohammed V University of Rabat; Sup’Com, Tunis, Tunisie; ENSA, Marrakech, Maroc; ENSA, El Jadida, Maroc; INSA, Université Claude Bernard Lyon 1, France; IDP, Universityé d'Orleans, France, May 2024, Marrakech, Morocco. pp.10577829, ⟨10.1109/ISIVC61350.2024.10577829⟩ |
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Granulometric Analysis of Maltodextrin Particles Observed by Scanning Electron MicroscopyICPRS 13th International Conference on Pattern Recognition Systems, espol - Escuela superior Politécnica del Litoral, Jul 2023, Guayaquil, Ecuador. pp.1 à 7, ⟨10.1109/ICPRS58416.2023.10179067⟩ |
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Une approche pour l’analyse granulométrique de particules condensées sur des images en niveaux de grisGRETSI 2023 - 29ème Colloque Francophone du Traitement du Signal et des Images, Aug 2023, Grenoble, France. pp.2023-1378 / 1153 à 1156 |
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Activating Frequency and VIT for 3D Point Cloud Quality Assessment without Reference2023 IEEE International Conference on Image Processing - 30th ICIP 2023, IEEE; IEEE Signal processing Society; Ramaiah Institute of Technology, Oct 2023, Kuala Lumpur, Malaysia. pp.WP2.L408.2/ 3481, ⟨10.1109/ICIPC59416.2023.10328373⟩ |
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Real-time drone detection and tracking in distorted infrared images2023 IEEE International Conference on Image Processing - 30th ICIP 2023, IEEE; IEEE Signal processing Society; Ramaiah Institute of Technology, Oct 2023, Kuala Lumpur, Malaysia. pp.TP1.L408.2 / 3480, ⟨10.1109/ICIPC59416.2023.10328374⟩ |
Birth and death simulation of human corneal endothelium cellsECSIA'2021 : The 13th European Congress for Stereology and Image Analysis, Mines Saint-Etienne - Institut Mines Telecom (IMT), Jun 2021, Saint-Etienne, France |
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Digital twins of human corneal endothelium from generative adversarial networksFifteenth International Conference on Quality Control by Artificial Vision (QCAV 2021), May 2021, Tokushima, Japan. pp.117940L, ⟨10.1117/12.2586772⟩ |
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Robustness Study of Edge Segmentation and Completion by CNN Based Method for Tessellation ImagesISIVC'2020: The 10th International Symposium on Signal, Image, Video and Communications, Mines Saint-Etienne, Apr 2021, Saint-Etienne, France. pp.9487553, ⟨10.1109/ISIVC49222.2021.9487553⟩ |
Vector fields color constancy correction within the CoLIP frameworkECSIA'2021 : The 13th European Congress for Stereology and Image Analysis, Mines Saint-Etienne - Institut Mines Telecom (IMT), Jun 2021, Saint-Etienne, France |
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Binarization of the gray scale images of droplets during dropwise condensation on textured surfacesQCAV 2019 - Quality Control by Artificial Vision, Institute IRIMAS de l' Université de Haute-Alsace (UHA), May 2019, Mulhouse, France. pp.111720R, ⟨10.1117/12.2521447⟩ |
Spatial analysis of condensation of droplets on textured surfacesGDR MORPHEA Morphologie et Phénomènes d’Agrégation, Jun 2019, Saint-Étienne, France |
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Stochastic Geometrical and Microstructural Modeling for Solid Oxide Cell Electrodes16th International Symposium on Solid Oxide Fuel Cells (SOFC-XVI), Sep 2019, Kyoto, Japan. pp.2031 à 2043, ⟨10.1149/09101.2031ecst⟩ |
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Classification of Time-Series Images Using Deep Convolutional Neural Networks2017 The 10th International Conference on Machine Vision (ICMV 2017), ICMV Committees, Nov 2017, Vienne, Austria. ⟨10.1117/12.2309486⟩ |
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Recognition the droplets in gray scale images of dropwise condensation on pillared surfaces7th International Conference on Computer Science, Engineering & Applications (ICCSEA 2017), Academy & Industry Research Collaboration Center (AIRCC), Sep 2017, Copenhague, Denmark. pp.115 à 126, ⟨10.5121/csit.2017.71109⟩ |
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Random and geometric model of droplets nucleation on textured surfacesSéminaire LABEX MANUTECH-SISE, EQUIPEX MANUTECH-USD; LABEX MANUTECH-SISE, Oct 2017, Marcoux, France |
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3D geometrical characterization and modelling of solid oxide cells electrodes microstructure by image analysisThirteenth International Conference on Quality Control by Artificial Vision 2017 (QCAV 2017), Chuo University, May 2017, Tokyo, Japan. pp.1033804, ⟨10.1117/12.2264376⟩ |
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A novel quantitative methodology for age evaluation of the human corneal endotheliumQCAV 2017 - 13th International Conference on Quality Control by Artificial Vision, Technical Committee on Industrial Application of Image Processing, Japan Society for Precision Engineering; Chuo University, May 2017, Tokyo, Japan. pp.103381D, ⟨10.1117/12.2263670⟩ |
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Innovative, non-contact wide field imaging of corneal endotheliumTwelfth international conference on quality control by artificial vision - QCAV 2015, Le2i - Laboratoire Electronique, Informatique et image; IUT Le Creusot Centre Universitaire Condorcet, Jun 2015, Le Creusot, France. pp.9534-15, ⟨10.1117/12.2182748⟩ |
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Characterization of the corneal endothelial mosaic and comparison with simulated tessellations modeled with Gaussian random fieldsTwelfth International Conference on Quality Control by Artificial Vision, Le2i - Laboratoire Electronique, Informatique et Image; IUT Le Creusot Centre Universitaire Condorcet, Jun 2015, Le Creusot, France. pp.[9534-45] ; doi: 10.1117/12.2182828 |
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The Color Logarithmic Image Processing (CoLIP) antagonist space and chromaticity diagramCCIW 2015 (The Fifth Computational Color Imaging Workshop), Shoji Tominaga ; Raimondo Schettini ; lain Tremeau, Mar 2015, SAINT ETIENNE, France. pp.131-138, ⟨10.1007/978-3-319-15979-9_13⟩ |
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Roughness variability estimation of microscopic surfaces during engineering wear process-Application to total hip implant11th International Conference on Quality Control by Artificial Vision, May 2013, Fukuoka, Japan. pp |
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Integral Geometry of Linearly Combined Gaussian and Student-t, and Skew Student's t Random FieldsFirst International Conference, Geometric Science of Information - GSI 2013 Proceedings, Aug 2013, Paris, France. pp.449-456, ⟨10.1007/978-3-642-40020-9_49⟩ |
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Automatic quantitative evaluation of image registration techniques with the "epsilon" dissimilarity criterion in the case of retinal images.Tenth International Conference on Quality Control by Artificial Vision QVAC 2011, Jun 2011, Saint Etienne, France. pp.8000-23, ⟨10.1117/12.890883⟩ |
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Color Correction in the Framework of Color Logarithmic Image Processing7th International Symposium on Image and Signal Processing and Analysis (ISPA 2011), Sep 2011, Dubrovnik, Croatia. Non paginé |
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A feature-based dense local registration of pairs of retinal images.VISAPP 2009: 4th International Conference on Computer VISion Theory and APplications, Feb 2009, Lisbonne, Portugal. pp.265-265 |
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General Adaptive Neighborhood Image Restoration, Enhancement and SegmentationImage Analysis and Recognition, 2006, France. pp.29-40 |
New deep learning-based algorithm to assess quality of primary corneal endothelial cell culturesEEBA 2025 (European Eye Bank Association 2025), Jan 2025, Rome, Italy. |
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Modeling and simulation of ellipsoidal droplets growing on patterned substrates during dropwise condensationTHE XVIII SPANISH-FRENCH SCHOOL Jacques-Louis Lions about Numerical Simulation in Physics and Engineering, Jun 2018, Las Palmas de Gran Canaria, Spain. |
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Mathematical model of dropwise condensation on textured surfacesKhashayar SALEH. 9e Colloque Science et Technologie des Poudres - STP 2018, Jul 2018, Compiègne, France. , Actes_STP2018, pp.99 |
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Spatial distribution modeling of droplets during water dropwise condensation on textured surfaces28 èmes Journée Internationales Francophones de Tribologie - JIFT 2016, Apr 2016, Saint-Etienne, France. |
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Image Processing Tutorials with Python ®Spartacus-Idh, 316 p., 2019, 978-2-36693-068-9 |
Traitement d’images optroniquesTechniques de l'Ingénieur, Électronique - Photonique | Optique Photonique | Systèmes optroniques | Traitement d’images optroniques (e4085), Editions T.I., pp.E 4 085v2, 2023, ⟨10.51257/a-v2-e4085⟩ |
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The Color Logarithmic Image Processing (CoLIP) antagonist space.M. Emre Celebi ; Michela Lecca ; Bogdan Smolka. Color image and video enhancement, Springer International Publishing, 2015, 978-3-319-09363-5. ⟨10.1007/978-3-319-09363-5_6⟩ |
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Surface topography and texture restoration from sectional optical imaging by focus analysisIntech. Image Restoration - Recent Advances and Applications, Aymeric Histace, pp.73-96, 2012, 978-953-51-0388-2 |
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Perception visuelle humaine, complétion des mosaïques et application à la reconstruction d'images de l'endothélium cornéen humain\\ en microscopie optique spéculaireTraitement du signal et de l'image [eess.SP]. Ecole Nationale Supérieure des Mines de Saint-Etienne, 2008. Français. ⟨NNT : ⟩ |