Franck Marzani

Thomas Bazin, Sergio Ernesto Martinez-Herrera, Aude Jobart-Malfait, Yannick Benezeth, Matthieu Boffety, et al.. Multispectral imaging detects gastritis consistently in mouse model and in humans. Scientific Reports, Nature Publishing Group, 2020, 10 (1), ⟨10.1038/s41598-020-77145-4⟩. ⟨hal-03080723⟩

Romain Cendre, Alamin Mansouri, Jean-Luc Perrot, Élisa Cinotti, Franck Marzani. Classification of Lentigo Maligna at Patient-Level by Means of Reflectance Confocal Microscopy Data. Applied Sciences, MDPI, 2020, ⟨10.3390/app10082830⟩. ⟨hal-02547549⟩

Alexandre Krebs, Yannick Benezeth, Franck Marzani. Intrinsic image decomposition as two independent deconvolution problems. Signal Processing: Image Communication, Elsevier, In press, 86, pp.115872. ⟨10.1016/j.image.2020.115872⟩. ⟨hal-02739814⟩

Alexandre Krebs, Yannick Benezeth, Franck Marzani. Intrinsic RGB and multispectral images recovery by independent quadratic programming. PeerJ Computer Science, PeerJ, 2020, 6, pp.e256. ⟨10.7717/peerj-cs.256⟩. ⟨hal-02487531⟩

Alexandre Krebs, Yannick Benezeth, Thomas Bazin, Franck Marzani, Dominique Lamarque. Pre-cancerous stomach lesions detections with Multispectral-augmented endoscopic prototype. Applied Sciences, MDPI, 2020, 10 (3), pp.795. ⟨10.3390/app10030795⟩. ⟨hal-02468198⟩

Chao Li, Yanjing Bi, Franck Marzani, Fan Yang. Fast FPGA prototyping for real-time image processing with very high-level synthesis. Journal of Real-Time Image Processing, Springer Verlag, 2019, 16 (5), pp.1795-1812. ⟨10.1007/s11554-017-0688-1⟩. ⟨hal-02072763⟩

Deivid Botina, Ricardo Franco, Javier Murillo, July Galeano, Artur Zarzycki, et al.. Estimation of Biological Parameters of Cutaneous Ulcers Caused by Leishmaniasis in an Animal Model Using Diffuse Reflectance Spectroscopy. Sensors, MDPI, 2019, 19 (21), pp.4674. ⟨10.3390/s19214674⟩. ⟨hal-02407852⟩

Chao Li, Franck Marzani, Fan Yang. Demodulation of Chaos Phase Modulation Spread Spectrum Signals Using Machine Learning Methods and Its Evaluation for Underwater Acoustic Communication. Sensors, MDPI, 2018, 18 (12), pp.4217. ⟨10.3390/s18124217⟩. ⟨hal-02072769⟩

Chao Li, Vincent Brost, Yannick Benezeth, Franck Marzani, Fan Yang. Design and evaluation of a Parallel and Optimized Light-Tissue Interaction based method for fast skin lesion assessment. Journal of Real-Time Image Processing, Springer Verlag, 2018, 15 (2), pp.407-420. ⟨10.1007/s11554-015-0494-6⟩. ⟨hal-01145250⟩

Sergio Martinez Herrera, Yannick Benezeth, Matthieu Boffety, Jean Francois Emile, Franck Marzani, et al.. Identification of precancerous lesions by multispectral gastroendoscopy. Signal, Image and Video Processing, Springer Verlag, 2015, pp.1863-1711. ⟨10.1007/s11760-015-0779-z⟩. ⟨hal-01177825⟩

Mojdeh Rastgoo, Rafael Garcia, Olivier Morel, Franck Marzani. Automatic differentiation of melanoma from dysplastic nevi. Computerized Medical Imaging and Graphics, Elsevier, 2015, 43, pp.44-52. ⟨10.1016/j.compmedimag.2015.02.011⟩. ⟨hal-01457799⟩

Gildardo Lozano-Vega, Yannick Benezeth, Franck Marzani, Frank Boochs. Modular Method of Detection, Localization and Counting of Mutliple-Taxon Pollen Apertures Using Bag of Words. Journal of Electronic Imaging, SPIE and IS&T, 2014, 23 (5), pp.053025. ⟨10.1117/1.JEI.23.5.053025⟩. ⟨hal-01095834⟩

Rami Kassab, Jean Lapayre, Jean Aupet, Franck Marzani, Christian Pieralli. Scars Collaborative Telediagnosis Platform Using Adaptive Image Flow. ICAE, Integrated Computer-Aided Engineering, 2013, 20 (1), pp.3 - 14. ⟨hal-01219090⟩

July Galeano, Romuald Jolivot, Franck Marzani, Yannick Benezeth. Unmixing of human skin optical reflectance maps by Non-negative Matrix Factorization algorithm. Biomedical Signal Processing and Control, Elsevier, 2013, 8 (2), pp.169-175. ⟨10.1016/j.bspc.2012.08.007⟩. ⟨hal-00742425⟩

Romuald Jolivot, Yannick Benezeth, Franck Marzani. Skin Parameter Map Retrieval from a Dedicated Multispectral Imaging System Applied to Dermatology/Cosmetology. International Journal of Biomedical Imaging, Hindawi Publishing Corporation, 2013, ⟨10.1155/2013/978289⟩. ⟨hal-00871705⟩

Rami Kassab, Jean-Christophe Lapayre, Jean-Baptiste Aupet, Franck Marzani, Christian Pieralli. Scars collaborative telediagnosis platform using adaptive image flow. Integrated Computer-Aided Engineering, IOS Press, 2013, 20 (1), pp.3-14. ⟨hal-00790426⟩

Camille Simon, Rainer Schütze, Frank Boochs, Franck Marzani. Registration of 3D and Multispectral Data for the Study of Cultural Heritage Surfaces. Sensors, MDPI, 2013, 13, pp.1004-1020. ⟨hal-00783663⟩

Camille Simon, Rainer Schutze, Frank Boochs, Franck Marzani. Registration of Arbitrary Multi-view 3D Acquisitions. Computers in Industry, Elsevier, 2013, 64 (9), pp.1082-1089. ⟨hal-00931793⟩

Camille Simon, Alamin Mansouri, Marzani Franck, Boochs Frank. Integration of 3D and multispectral data for cultural heritage applications: Survey and perspectives. Image and Vision Computing, Elsevier, 2013, 31 (1), pp.91-102. ⟨hal-00783985⟩

July A Galeano Z, Romuald Jolivot, Franck Marzani. Quantification of melanin and hemoglobin in humain skin from multispectral image acquisition: use of a neuronal network combined to a non-negative matrix factorization. Applied and Computational Mathematics, special issue on Applied Artificial Intelligence and Soft Computing, 2012, 11 (2), pp.257-270. ⟨hal-00790445⟩

Romuald Jolivot, Pierre Vabres, Franck Marzani. Reconstruction of hyperspectral cutaneous data from an artificial neural network-based multispectral imaging system. Computerized Medical Imaging and Graphics, Elsevier, 2011, 35, pp.85-88. ⟨hal-00586919⟩

Ashish Karmacharya, Christophe Cruz, Frank Boochs, Franck Marzani. ArchaeoKM: Managing Data through Knowledge in Industrial Archaeological Sites. Industrial Heritage - Ecology & Economy XIV. International TICCIH Congress 2009 in Freiberg, Germany ; 2009 Selected Papers, 2011, pp.344-349. ⟨hal-00778727⟩

Romuald Jolivot, Franck Marzani, Pierre Vabres. An open system to generate hyperspectral cubes for skin optical reflectance analysis. Skin Research and Technology, Wiley, 2010, 16 (4). ⟨hal-00638604⟩

Jhimli Mitra, Romuald Jolivot, Franck Marzani, Pierre Vabres. Blind source separation of skin chromophores on a hyperspectral cube. Skin Research and Technology, Wiley, 2010, 16 (4). ⟨hal-00638607⟩

Ashish Karmacharya, Christophe Cruz, Frank Boochs, Franck Marzani. Spatial Rules through Spatial Rule built-ins in SWRL. Journal of Global Research in Computer Science, 2010, 1 (2), pp.1-4. ⟨hal-00623844⟩

Wanjing Li, Rainer Schutze, Martin Böhler, Frank Boochs, Franck Marzani, et al.. Preprocessing of region of interest localization based on local surface curvature analysis for three-dimensional reconstruction with multiresolution. Optical Engineering, SPIE, 2009, 48 (6), pp.067203-1-9. ⟨hal-00637703⟩

Keivan Ansari, Alexandre Krebs, Yannick Benezeth, Franck Marzani. Estimating intrinsic image from successive images by solving underdetermined and overdetermined systems of the dichromatic model. International Conference on Machine Vision & Image Processing (MVIP 2020), Feb 2020, Téhéran, Iran. ⟨hal-02891138⟩

Deivid Botina-Monsalve, July Galeano, Maria Torres-Madronero, Artur Zarzycki, Johnson Garzón, et al.. Analysis of cutaneous leishmaniasis hyperspectral images by means of an inverse modeling procedure. 15th International Symposium on Medical Information Processing and Analysis, Nov 2019, Medelin, Colombia. pp.13, ⟨10.1117/12.2542135⟩. ⟨hal-02487068⟩

Keivan Ansari, Alexandre Krebs, Yannick Benezeth, Franck Marzani. Color Converting of Endoscopic Images Using Decomposition Theory and Principal Component Analysis. 9th International Conference on Computer Science, Engineering and Applications, Jul 2019, Toronto, Canada. pp.151-159, ⟨10.5121/csit.2019.91812⟩. ⟨hal-02487573⟩

Alexandre Krebs, Vania Camilo, Eliette Touati, Yannick Benezeth, Valérie Michel, et al.. Detection of H. pylori induced gastric inflammation by diffuse reflectance analysis. IEEE International Conference on Bioinformatics and Bioengineering, Oct 2018, Taichung, Taiwan. ⟨hal-01939130⟩

O. Zenteno, A. Krebs, S. Treuillet, Y. Lucas, Y. Benezeth, et al.. Dual-channel Geometric Registration of a Multispectral-augmented Endoscopic Prototype. International Conference on Computer Vision Theory and Applications, Jan 2018, Funchal, Portugal. pp.75-82, ⟨10.5220/0006721200750082⟩. ⟨hal-02468210⟩

Sandra Milena Perez-Buitrago,, Pedro José Tapia-Escalante,, July Galeano, Zarzycki, Artur, Garzon-Reyes, Johnson, et al.. LED-based System for the Quantification of Oxygen in Skin: Proof of Concept . 6th 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⟩. ⟨hal-01862393⟩

July Galeano, Pedro José Tapia-Escalante,, Sandra Milena Perez-Buitrago,, Hernandez-Hoyos, Yesid, Luisa Fernanda Arias-Munoz, et al.. Light-Tissue Interaction Model for the Analysis of Skin Ulcer Multi-spectral Images . 6th 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⟩. ⟨hal-01861360⟩

Alexandre Krebs, Yannick Benezeth, Franck Marzani. Quadratic Objective Functions for Dichromatic Model Parameters Estimation. International Conference on Digital Image Computing: Techniques and Applications, 2017, Sydney, Australia. ⟨hal-01606701⟩

Mojdeh Rastgoo, Guillaume Lemaitre, Joan Massich, Olivier Morel, Franck Marzani, et al.. Tackling the Problem of Data Imbalancing for Melanoma Classification. Bioimaging, Feb 2016, Rome, Italy. ⟨hal-01250949⟩

Sergio Ernesto Martinez Herrera, Eliette Touati, Yannick Benezeth, Matthieu Boffety, L. Fiette, et al.. 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. ⟨hal-01719683⟩

Ahmed Karam Eldady, Yannick Benezeth, Virginie Flaus, Christian Duvillard, Alexis Bozorg Grayeli, et al.. The Bag of Words Approach for the Classification of Head and Neck Cancers Using Diffuse Reflectance Spectroscopy. MICCAI workshop (Spectral Analysis in Medical Imaging), Oct 2015, Munich, Germany. ⟨hal-01220320⟩

Sergio Martinez Herrera, Yannick Benezeth, Matthieu Boffety, Jean-François Emile, Franck Marzani, et al.. Multispectral endoscopy to identify precancerous lesions in gastric mucosa (Orale). International Conference on Image and Signal Processing (ICISP), Jul 2014, xx, France. ⟨hal-00986172⟩

Sergio Martinez Herrera, Yannick Benezeth, Matthieu Boffety, Franck Marzani, François Goudail, et al.. 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. ⟨hal-00933833⟩

Sergio Martinez Herrera, Rachid Akka, Yannick Benezeth, Matthieu Boffety, Jean-François Emile, et al.. 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. ⟨hal-01688525⟩

Gildardo Lozano-Vega, Yannick Benezeth, Frank Boochs, Franck Marzani. Analysis of Relevant Features for Pollen Classification. 10th 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⟩. ⟨hal-01095828⟩

Rami Kassab, Sylvie Treuillet, Franck Marzani, Christian Pieralli, Jean-Christophe Lapayre. An optimized algorithm of image stitching in the case of a multi-modal probe for monitoring the evolution of scars. SPIE Photonics West, BIOS, Advanced Biomedical and Clinical Diagnostic System XI, Feb 2013, San Francisco, United States. pp.85721A1-10. ⟨hal-00931810⟩

Dorra Nouri, Yves Lucas, Sylvie Treuillet, Romuald Jolivot, Franck Marzani. Colour and multispectral imaging for wound healing evaluation in the context of a comparative preclinical study. Medical Imaging 2013: Image Processing, Feb 2013, ake Buena Vista (Orlando Area), Florida, United States. pp.866923, ⟨10.1117/12.2003943⟩. ⟨hal-00837744⟩

Mohamed Bouzid, Ali Khalfallah, André Bouchot, Mohamed Selim Bouhlel, Franck Marzani. Automatic cell nuclei counting: a protocol to acquire images and to compare results between color and multispectral images. SPIE Photonics West, BIOS, Imaging, Manipulation and Analysis of Biomolecules, Celles and Tissues XI, Feb 2013, San Francisco, United States. pp.85871J:1-10. ⟨hal-00931813⟩

Gildardo Lozano-Vega, Yannick Benezeth, Franck Marzani, Frank Boochs. Classification of Pollen Apertures Using Bag of Words. International Conference on Image Analysis and Processing (ICIAP), Sep 2013, Italy. ⟨10.1007/978-3-642-41184-7⟩. ⟨hal-00857927⟩

July Galeano, Romuald Jolivot, Yannick Benezeth, Franck Marzani, Jean-François Emile, et al.. Analysis of Multispectral Images of Excised Colon Tissue Samples Based on Genetic Algorithms. Workshop 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⟩. ⟨hal-00772057⟩

Camille Simon, Rainer Schütze, Frank Boochs, Franck Marzani. Asserting the Precise Position of 3D and Multispectral Acquisition Systems for Multisensor Registration Applied to Cultural Heritage Analysis. 18th International Conference on Multimedia Modeling, Jan 2012, Klagenfurt, Austria. pp.597-608. ⟨hal-00783992⟩

Gildardo Lozano Vega, Yannick Benezeth, Matthias Uhler, Frank Boochs, Franck Marzani. Sketch of an automatic image based pollen detection system. 32. Wissenschaftlich-Technische Jahrestagung der DGPF, Mar 2012, Potsdam, Germany. pp.202-209. ⟨hal-00824014⟩

Jean-Baptiste Aupet, Rami Kassab, Jean-Christophe Lapayre, Franck Marzani. Adaptative Image Flow in Collaborative Medical Telediagnosis Environments. CCSCWD, Jun 2011, Lausanne, Switzerland. ⟨hal-00638592⟩

Romuald Jolivot, Hermawan Nugroho, Pierre Vabres, Ahmad Fadzil, Franck Marzani. Validation of a 2D multispectral camera: application to dermatology/cosmetology on a population covering five skin phototypes. European Conference on Biomedical Optics, SPIE, May 2011, Munich, Germany. pp.Proc. SPIE 8087, 808729, ⟨10.1117/12.889607⟩. ⟨hal-00614126⟩

July A Galeano Z, Romuald Jolivot, Franck Marzani. Analysis of human skin hyper-spectral images by non-negative matrix factorization. 10th Mexican International Conference on Artificial Intelligence, Nov 2011, Puebla, Mexico. pp.431-442. ⟨hal-00790466⟩

Ashish Karmacharya, Christophe Cruz, Frank Boochs, Franck Marzani. Integration of Spatial processing and knowledge Processing through the Semantic Web Stack. International Conference on Geospatial Semantics, May 2011, Brest, France. pp. 200-216. ⟨hal-00625080⟩

Franck Marzani. Some optical methods for cutaneous diagnostic help - Focus on multispectral imaging. IEEE E_Medisys Conference, May 2010, Fez, Morocco. ⟨hal-00931802⟩

Ashish Karmacharya, Christophe Cruz, Frank Boochs, Franck Marzani. Integration of Spatial Technologies and Semantic Web Technologies for Industrial Archaeology. WEBIST 2010, Apr 2010, Valencia, Spain. pp.75-80, ISBN: 978-989-674-025. ⟨hal-00639565⟩

Ashish Karmacharya, Christophe Cruz, Frank Boochs, Franck Marzani. ArchaeoKM: Managing Archaeological data through Archaeological Knowledge. Conference on Computer Applications and Quantitative Methods in Archaeology, Apr 2010, Granada, Spain. pp.Francisco Contreras & Fc0. Javier Melero (Editors). ⟨hal-00639597⟩

Ashish Karmacharya, Christophe Cruz, Frank Boochs, Franck Marzani. ArchaeoKM: Realizing Knowledge of the Archaeologists. Von Handaufmaß bis High Tech III, BTU Cottbus, Feb 2010, Cottbus, Germany. ⟨hal-00639608⟩

Ashish Karmacharya, Christophe Cruz, Frank Boochs, Franck Marzani. Use of Geospatial Analyses for Semantic Reasoning. 14th 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⟩. ⟨hal-00639534⟩

Jhimli Mitra, Romuald Jolivot, Franck Marzani, Pierre Vabres. Source separation on hyperspectral cube applied to dermatology. SPIE Medical Imaging meeting, Feb 2010, San Diego, United States. pp.762431-1, 762431-11. ⟨hal-00638586⟩

Camille Simon, Uwe Huxhagen, Alamin Mansouri, Adrian Heritage, Frank Boochs, et al.. Integration of high resolution spatial and spectral data acquisition systems to provide complementary datasets for cultural heritage applications. IS&T/SPIE Electronic Imaging meeting, Jan 2010, San Jose, United States. pp.75310L-1, 75310L-9. ⟨hal-00638588⟩

Omar Zenteno, Alexandre Krebs, Sylvie Treuillet, Yves Lucas, Yannick Benezeth, et al.. Spatial and Spectral Calibration of a Multispectral-Augmented Endoscopic Prototype. VISIGRAPP 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⟩. ⟨hal-02438392⟩