Prof. Franck Marzani Profile

Prof. Franck Marzani

at Univ de Bourgogne

SPIE Involvement:

Author

Publications (21)

Proceedings Article | 10 April 2024 Poster + Paper

Deep learning aided tool for fast and accurate segmentation of multi-part semiconductor features

Isaac Wilfried Sanou, Julien Baderot, Ali Hallal, Stéphanie Bricq, Yannick Benezeth, Franck Marzani, Sergio Martinez, Johann Foucher

Proceedings Volume 12955, 1295523 (2024) https://doi.org/10.1117/12.3009287

KEYWORDS: Image segmentation, Education and training, Deep learning, Performance modeling, Visual process modeling, Contour modeling, Semiconductors, Object detection, Transformers, Image processing

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SPIE Journal Paper | 8 February 2024

Deep learning contour-based method for semi-automatic annotation of manufactured objects in electron microscopy images

Isaac Wilfried Sanou, Julien Baderot, Stéphanie Bricq, Yannick Benezeth, Franck Marzani, Sergio Martinez, Johann Foucher

JEI, Vol. 33, Issue 03, 031204, (February 2024) https://doi.org/10.1117/12.10.1117/1.JEI.33.3.031204

KEYWORDS: Electron microscopy, Deep learning, Education and training, Metrology, Image segmentation, Contour modeling, Laser sintering, Manufacturing, Performance modeling, Data modeling

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Proceedings Article | 28 July 2023 Paper

Semi-automatic tools for nanoscale metrology and annotations for deep learning automation on electron microscopy images

Isaac Wilfried Sanou, Julien Baderot, Yannick Benezeth, Stéphanie Bricq, Franck Marzani, Sergio Martinez, Johann Foucher

Proceedings Volume 12749, 127490D (2023) https://doi.org/10.1117/12.2690493

KEYWORDS: Electron microscopy, Deep learning, Image segmentation, Education and training, Metrology, Scanning electron microscopy, Laser sintering, Transmission electron microscopy, Object detection, Contour modeling, Scanning transmission electron microscopy

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Proceedings Article | 3 January 2020 Paper

Analysis of cutaneous leishmaniasis hyperspectral images by means of an inverse modeling procedure

Deivid Botina-Monsalve, July Galeano, Maria Torres-Madronero, Artur Zarzycki, Johnson Garzón, Javier Murillo, Sara Robledo, Franck Marzani

Proceedings Volume 11330, 113300W (2020) https://doi.org/10.1117/12.2542135

KEYWORDS: Hyperspectral imaging, Particles, Collagen, Pathology, Skin, Reflectivity, Genetic algorithms, Image acquisition, Blood, Oxygen

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Proceedings Article | 24 March 2016 Paper

Classification of melanoma lesions using sparse coded features and random forests

Mojdeh Rastgoo , Guillaume Lemaître, Olivier Morel, Joan Massich, Rafael Garcia, Fabrice Meriaudeau, Franck Marzani, Désiré Sidibé

Proceedings Volume 9785, 97850C (2016) https://doi.org/10.1117/12.2216973

KEYWORDS: Melanoma, Associative arrays, Skin cancer, Machine learning, RGB color model, Chemical species, Cancer, CAD systems, Image processing, Image segmentation, Surface plasmons, Feature extraction, Optical inspection

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Proceedings Article | 30 April 2015 Paper

Ensemble approach for differentiation of malignant melanoma

Mojdeh Rastgoo, Olivier Morel, Franck Marzani, Rafael Garcia

Proceedings Volume 9534, 953415 (2015) https://doi.org/10.1117/12.2182799

KEYWORDS: Melanoma, Feature extraction, Surface plasmons, Binary data, Image segmentation, Machine vision, Skin cancer, RGB color model, Computer vision technology, Image classification

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SPIE Journal Paper | 27 October 2014

Modular method of detection, localization, and counting of multiple-taxon pollen apertures using bag-of-words

Gildardo Lozano-Vega, Yannick Benezeth, Franck Marzani, Frank Boochs

JEI, Vol. 23, Issue 05, 053025, (October 2014) https://doi.org/10.1117/12.10.1117/1.JEI.23.5.053025

KEYWORDS: Particles, Visualization, Binary data, Detection and tracking algorithms, Image classification, Algorithm development, Microscopes, Image segmentation, Classification systems, Image resolution

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Proceedings Article | 22 March 2013 Paper

An optimized algorithm of image stitching in the case of a multi-modal probe for monitoring the evolution of scars

R. Kassab, S. Treuillet, F. Marzani, C. Pieralli, J. C. Lapayre

Proceedings Volume 8572, 85721A (2013) https://doi.org/10.1117/12.2002016

KEYWORDS: Panoramic photography, Luminescence, Image registration, Skin, Image processing, Web services, Skin cancer, Error analysis, Detection and tracking algorithms, Tissue optics

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Proceedings Article | 13 March 2013 Paper

Colour and multispectral imaging for wound healing evaluation in the context of a comparative preclinical study

Dorra Nouri, Yves Lucas, Sylvie Treuillet, R. Jolivot, F. Marzani

Proceedings Volume 8669, 866923 (2013) https://doi.org/10.1117/12.2003943

KEYWORDS: Wound healing, Multispectral imaging, Tissues, RGB color model, Image processing, Image segmentation, Skin, Reflectivity, Databases, Image classification

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Proceedings Article | 22 February 2013 Paper

Automatic cell nuclei detection: a protocol to acquire multispectral images and to compare results between color and multispectral images

M. Bouzid, A. Khalfallah, A. Bouchot, M. Bouhlel, F. Marzani

Proceedings Volume 8587, 85871J (2013) https://doi.org/10.1117/12.2001980

KEYWORDS: Multispectral imaging, Image segmentation, Expectation maximization algorithms, Image fusion, Tissues, Image processing, Detection and tracking algorithms, Light sources, Cameras, Image processing algorithms and systems

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Proceedings Article | 15 June 2011 Paper

Validation of a 2D multispectral camera: application to dermatology/cosmetology on a population covering five skin phototypes

Romuald Jolivot, Hermawan Nugroho, Pierre Vabres, M. H. Ahmad Fadzil, Franck Marzani

Proceedings Volume 8087, 808729 (2011) https://doi.org/10.1117/12.889607

KEYWORDS: Skin, Cameras, Spectrophotometry, Reconstruction algorithms, Multispectral imaging, Reflectivity, Sun, Neural networks, Evolutionary algorithms, Data acquisition

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Proceedings Article | 9 March 2010 Paper

Source separation on hyperspectral cube applied to dermatology

J. Mitra, R. Jolivot, P. Vabres, F. Marzani

Proceedings Volume 7624, 76243I (2010) https://doi.org/10.1117/12.844044

KEYWORDS: Skin, Reflectivity, Independent component analysis, Principal component analysis, Absorbance, Dermatology, Visible radiation, Multispectral imaging, Data centers, Light sources and illumination

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Proceedings Article | 16 February 2010 Paper

Integration of high-resolution spatial and spectral data acquisition systems to provide complementary datasets for cultural heritage applications

Camille Simon, Uwe Huxhagen, Alamin Mansouri, Adrian Heritage, Frank Boochs, Franck Marzani

Proceedings Volume 7531, 75310L (2010) https://doi.org/10.1117/12.838891

KEYWORDS: 3D modeling, Cameras, 3D acquisition, Cultural heritage, Data acquisition, Data modeling, Imaging systems, 3D scanning, Optical filters, Image registration

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SPIE Journal Paper | 1 June 2009

Preprocessing of region of interest localization based on local surface curvature analysis for three-dimensional reconstruction with multiresolution

Wanjing Li, Rainer Schütze, Martin Böhler, Frank Boochs, Franck Marzani, Yvon Voisin

OE, Vol. 48, Issue 06, 067203, (June 2009) https://doi.org/10.1117/12.10.1117/1.3156731

KEYWORDS: Projection systems, 3D scanning, Scanners, Clouds, Optical engineering, Lithium, Cameras, Video, 3D image processing, Image processing

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SPIE Journal Paper | 1 June 2007

Detection of rupture lines for active scanning

Z. Hao, M. Taferguenit, Tadeusz Sliwa, Franck Marzani, Yvon Voisin

OE, Vol. 46, Issue 06, 067204, (June 2007) https://doi.org/10.1117/12.10.1117/1.2748772

KEYWORDS: Video, Flame detectors, Wavelets, Infrared imaging, Infrared detectors, Cameras, Video surveillance, Infrared radiation, Infrared cameras, Optical engineering

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Proceedings Article | 17 February 2007 Paper

Basic scanner for parallepipedic manufactured pieces

Hamid Hrimech, Jean Pavéglio, Franck Marzani, Yvon Voisin

Proceedings Volume 6503, 650303 (2007) https://doi.org/10.1117/12.704221

KEYWORDS: Cameras, Calibration, Capacitors, Sensors, Projection systems, Imaging systems, LCDs, 3D metrology, 3D modeling, Manufacturing

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Proceedings Article | 24 February 2005 Paper

Using multispectral information for 3D reconstruction

Al Amin Mansouri, Alexandra Lathuiliere, Yvon Voisin, Franck Marzani

Proceedings Volume 5679, (2005) https://doi.org/10.1117/12.592345

KEYWORDS: Cameras, Calibration, Projection systems, 3D modeling, Imaging systems, Optical filters, Image filtering, Reflectivity, Image acquisition, Multispectral imaging

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SPIE Journal Paper | 1 February 2005

Optical calibration of a multispectral imaging system based on interference filters

Al Amin Mansouri, Franck Marzani, Jon Hardeberg, Pierre Gouton

OE, Vol. 44, Issue 02, 027004, (February 2005) https://doi.org/10.1117/12.10.1117/1.1839889

KEYWORDS: Multispectral imaging, Optical calibration, Imaging systems, Optical filters, Image filtering, Cameras, Image processing, Calibration, Optical engineering, Interference filters

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Proceedings Article | 26 February 2004 Paper

Calibration of an LCD projector with pinhole model in active stereovision applications

Alexandra Lathuiliere, Franck Marzani, Yvon Voisin

Proceedings Volume 5265, (2004) https://doi.org/10.1117/12.518864

KEYWORDS: Calibration, Cameras, Projection systems, LCDs, Imaging systems, 3D acquisition, 3D image processing, 3D modeling, Mathematical modeling, 3D displays

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SPIE Journal Paper | 1 February 2002

Calibration of a three-dimensional reconstruction system using a structured light source

Franck Marzani, Yvon Voisin, Lew Voon, Alan Diou

OE, Vol. 41, Issue 02, (February 2002) https://doi.org/10.1117/12.10.1117/1.1427673

KEYWORDS: Calibration, Cameras, 3D image reconstruction, 3D image processing, Imaging systems, Image segmentation, Image processing, Digital image processing, Distortion, Structured light

Proceedings Article | 6 June 2000 Paper

New trends towards a marker-free system for gait analysis

Elodie Calais, Franck Marzani, Louis Legrand, Alain Jacquemard

Proceedings Volume 3979, (2000) https://doi.org/10.1117/12.387627

KEYWORDS: 3D modeling, Cameras, Motion models, Gait analysis, Calibration, Optical flow, 3D image processing, Motion analysis, Reconstruction algorithms, Clouds

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Showing 5 of 21 publications

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