Franck Marzani
Présentation
Publications
Publications
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RTI beyond relighting: Image analysis for archaeological Oseberg textiles6th London Imaging Meeting, Sep 2025, London, United Kingdom. pp.012017, ⟨10.1088/1742-6596/3128/1/012017⟩ |
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Self-supervised classification of surfaces using reflectance transformation imaging12th Colour and Visual Computing Symposium 2024 (CVCS 2024), Sep 2024, Gjøvik, Norway |
Semi-automatic tools for nanoscale metrology and annotations for Deep Learning automation on Electron Microscopy imagesQuality Control by Artificial Vision, Jun 2023, Albi, France |
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A Benchmark Dataset and Evaluation for Best Light Configuration in Reflectance Transformation ImagingArchiving, Jun 2023, Oslo, France. pp.75-81, ⟨10.2352/issn.2168-3204.2023.20.1.15⟩ |
An interactive method for adaptive acquisition in Reflectance Transformation Imaging for cultural heritage2023 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW), Oct 2023, Paris, France. pp.1690-1698, ⟨10.1109/ICCVW60793.2023.00185⟩ |
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Open-Set Recognition for Deep Neural Networks-based Underwater Acoustic Target ClassificationOCEANS 2021: San Diego – Porto, Sep 2021, San Diego, United States. pp.1-5, ⟨10.23919/OCEANS44145.2021.9705688⟩ |
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Analysis of cutaneous leishmaniasis hyperspectral images by means of an inverse modeling procedure15th International Symposium on Medical Information Processing and Analysis, Nov 2019, Medelin, Colombia. pp.13, ⟨10.1117/12.2542135⟩ |
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An Improved Cumulant-based Modulation Classification Method for Underwater Acoustic Applications2020 IEEE 5th International Conference on Signal and Image Processing (ICSIP), Oct 2020, Nanjing, China. pp.547-551, ⟨10.1109/ICSIP49896.2020.9339249⟩ |
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Estimating intrinsic image from successive images by solving underdetermined and overdetermined systems of the dichromatic modelInternational Conference on Machine Vision & Image Processing (MVIP 2020), Feb 2020, Téhéran, Iran |
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Emotional State Classification using Pulse Rate Variability2019 IEEE 4th International Conference on Signal and Image Processing (ICSIP), Jul 2019, Wuxi, China. pp.86-90, ⟨10.1109/SIPROCESS.2019.8868781⟩ |
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Two Schemes for Automated Diagnosis of Lentigo on Confocal Microscopy Images2019 IEEE 4th International Conference on Signal and Image Processing (ICSIP), Jul 2019, Wuxi, China. pp.143-147, ⟨10.1109/SIPROCESS.2019.8868595⟩ |
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Extraction et évaluation de caractéristiques adaptées pour la classification du Lentigo à partir d’images de Microscopie ConfocaleGRETSI, Jul 2019, Lille, France |
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Color Converting of Endoscopic Images Using Decomposition Theory and Principal Component Analysis9th International Conference on Computer Science, Engineering and Applications, Jul 2019, Toronto, Canada. pp.151-159, ⟨10.5121/csit.2019.91812⟩ |
Detection of H. pylori induced gastric inflammation by diffuse reflectance analysisIEEE International Conference on Bioinformatics and Bioengineering, Oct 2018, Taichung, Taiwan |
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Dual-channel Geometric Registration of a Multispectral-augmented Endoscopic PrototypeInternational Conference on Computer Vision Theory and Applications, Jan 2018, Funchal, Portugal. pp.75-82, ⟨10.5220/0006721200750082⟩ |
LED-based System for the Quantification of Oxygen in Skin: Proof of Concept6th ECCOMAS Thematic Conference on Computational Vision and Medical Image Processing (VipIMAGE), ECCOMAS, Oct 2017, Porto, Portugal. pp.762-768, ⟨10.1007/978-3-319-68195-5_82⟩ |
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Light-Tissue Interaction Model for the Analysis of Skin Ulcer Multi-spectral Images6th ECCOMAS Thematic Conference on Computational Vision and Medical Image Processing (VipIMAGE), ECCOMAS, Oct 2017, Porto, Portugal. pp.754-761, ⟨10.1007/978-3-319-68195-5_81⟩ |
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Quadratic Objective Functions for Dichromatic Model Parameters EstimationInternational Conference on Digital Image Computing: Techniques and Applications, 2017, Sydney, Australia |
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Tackling the Problem of Data Imbalancing for Melanoma ClassificationBioimaging, Feb 2016, Rome, Italy |
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Classification of Melanoma Lesions Using Sparse Coded Features and Random ForestsSPIE Medical Imaging, Feb 2016, San Diego, United States |
L’analyse spectrale de la lumière réfléchie permet de différencier les différentes étapes des lésions inflammatoires de la muqueuse gastrique dans un modèle expérimental d’infection à H. pylori chez la souris (Orale)Journées Francophones d'Hépato-Gastroenterologie et d'Oncologie Digestiv, Mar 2015, Paris, France |
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The Bag of Words Approach for the Classification of Head and Neck Cancers Using Diffuse Reflectance SpectroscopyMICCAI workshop (Spectral Analysis in Medical Imaging), Oct 2015, Munich, Germany |
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Analysis of Relevant Features for Pollen Classification10th IFIP International Conference on Artificial Intelligence Applications and Innovations (AIAI), Sep 2014, Rhodes, Greece. pp.395-404, ⟨10.1007/978-3-662-44654-6_39⟩ |
Intérêt de l’analyse multispectrale des images endoscopiques de la muqueuse gastrique pour reconnaitre la gastrite inflammatoire et ses différents types : résultats d’une étude préliminaire (Orale)Journées Francophones d’Hépato-Gastroenterologie et d’Oncologie Digestive, 2014, Paris, France |
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Development of a multispectral endoscope to improve the detection of precancerous lesions in digestive gastroendoscopy (Orale)Doctoral Consortium of the International Conference on Computer Vision, Imaging and Computer Graphics Theory and Application (VISIGRAPP 2014), Jan 2014, XX, Portugal |
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Multispectral endoscopy to identify precancerous lesions in gastric mucosa (Orale)International Conference on Image and Signal Processing ICISP 2014: Image and Signal Processing, Jun 2014, Cherbourg, France. pp.43-51 |
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Classification of Pollen Apertures Using Bag of WordsInternational Conference on Image Analysis and Processing (ICIAP), Sep 2013, Italy. ⟨10.1007/978-3-642-41184-7⟩ |
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Colour and multispectral imaging for wound healing evaluation in the context of a comparative preclinical studyMedical Imaging 2013: Image Processing, Feb 2013, ake Buena Vista (Orlando Area), Florida, United States. pp.866923, ⟨10.1117/12.2003943⟩ |
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An optimized algorithm of image stitching in the case of a multi-modal probe for monitoring the evolution of scarsSPIE Photonics West, BIOS, Advanced Biomedical and Clinical Diagnostic System XI, Feb 2013, San Francisco, United States. pp.85721A1-10 |
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Automatic cell nuclei counting: a protocol to acquire images and to compare results between color and multispectral imagesSPIE Photonics West, BIOS, Imaging, Manipulation and Analysis of Biomolecules, Celles and Tissues XI, Feb 2013, San Francisco, United States. pp.85871J:1-10 |
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Sketch of an automatic image based pollen detection system32. Wissenschaftlich-Technische Jahrestagung der DGPF, Mar 2012, Potsdam, Germany. pp.202-209 |
Analysis of Multispectral Images of Excised Colon Tissue Samples Based on Genetic AlgorithmsWorkshop on Colour and Multispectral Imaging of the international conference on Signal Image Technology & Internet Based Systems (SITIS), 2012, Italy. pp.833 - 838, ⟨10.1109/SITIS.2012.125⟩ |
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Repérage précis de caméras multispectrales et de scanners 3D pour le recalage de données multicapteurs appliqué à l'étude du patrimoineRFIA 2012 (Reconnaissance des Formes et Intelligence Artificielle), Jan 2012, Lyon, France. pp.978-2-9539515-2-3 |
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Asserting the Precise Position of 3D and Multispectral Acquisition Systems for Multisensor Registration Applied to Cultural Heritage Analysis18th International Conference on Multimedia Modeling, Jan 2012, Klagenfurt, Austria. pp.597-608 |
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Adaptative Image Flow in Collaborative Medical Telediagnosis EnvironmentsCCSCWD, Jun 2011, Lausanne, Switzerland |
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Validation of a 2D multispectral camera: application to dermatology/cosmetology on a population covering five skin phototypesEuropean Conference on Biomedical Optics, SPIE, May 2011, Munich, Germany. pp.Proc. SPIE 8087, 808729, ⟨10.1117/12.889607⟩ |
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Integration of Spatial processing and knowledge Processing through the Semantic Web StackInternational Conference on Geospatial Semantics, May 2011, Brest, France. pp. 200-216 |
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Analysis of human skin hyper-spectral images by non-negative matrix factorization10th Mexican International Conference on Artificial Intelligence, Nov 2011, Puebla, Mexico. pp.431-442 |
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ArchaeoKM: Realizing Knowledge of the ArchaeologistsVon Handaufmaß bis High Tech III, BTU Cottbus, Feb 2010, Cottbus, Germany |
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Use of Geospatial Analyses for Semantic Reasoning14th International Conference on Knowledge-Based and Intelligent Information & Engineering Systems, Sep 2010, Cardiff, United Kingdom. pp.576-586, ⟨10.1007/978-3-642-15387-7_61⟩ |
Some optical methods for cutaneous diagnostic help - Focus on multispectral imagingIEEE E_Medisys Conference, May 2010, Fez, Morocco |
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Source separation on hyperspectral cube applied to dermatologySPIE Medical Imaging meeting, Feb 2010, San Diego, United States. pp.762431-1, 762431-11 |
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Integration of Spatial Technologies and Semantic Web Technologies for Industrial ArchaeologyWEBIST 2010, Apr 2010, Valencia, Spain. pp.75-80, ISBN: 978-989-674-025 |
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ArchaeoKM: Managing Archaeological data through Archaeological KnowledgeConference on Computer Applications and Quantitative Methods in Archaeology, Apr 2010, Granada, Spain. pp.Francisco Contreras & Fc0. Javier Melero (Editors) |
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Integration of high resolution spatial and spectral data acquisition systems to provide complementary datasets for cultural heritage applicationsIS&T/SPIE Electronic Imaging meeting, Jan 2010, San Jose, United States. pp.75310L-1, 75310L-9 |
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Collaborative platform for skin cancer screening and associated optical fibered probe for diagnosisSingaporean-French IPAL Symposium, Feb 2009, Singapour, Singapore |
Spatial and Spectral Calibration of a Multispectral-Augmented Endoscopic PrototypeVISIGRAPP 2018 : Computer Vision, Imaging and Computer Graphics Theory and Applications. Communications in Computer and Information Science, 997, Springer, Cham, pp.262-280, 2019, Communications in Computer and Information Science book series (CCIS), 978-3-030-26755-1. ⟨10.1007/978-3-030-26756-8_13⟩ |