Guillaume Noyel

53
Documents

Présentation

Guillaume Noyel was born in France, and obtained a MSc in Image Processing from CPE-Lyon and a MSc in Computer Vision from Jean Monnet University, Saint-Etienne, France. He received his PhD in Mathematical Morphology from Mines ParisTech, Paris, in 2008 before working as a researcher in image processing and machine learning at the Michelin Research Centre for 6 years. Dr. Noyel joined IPRI in 2014 as a Research Director where he created a new scientific axis in medical image analysis. He was awarded a European grant from the European Union. The University of Strathclyde, Glasgow, United Kingdom invited him as a Visiting Researcher in the Department of Mathematics and Statistics. In 2021, the University of Reims Champagne-Ardenne, France, has awarded him his accreditation to supervise research (Habilitation) in the field of Computer Vision. He also joined Télécom Saint-Etienne and Hubert Curien Lab from Jean Monnet University in Saint-Etienne, France, as a lecturer and researcher. His principal fields of expertise are artificial intelligence, mathematical morphology, computer vision, 3D image reconstruction. Guillaume has contributed on several fields of applications: medicine (Diabetic Retinopathy and Cancer), life science (genomic prediction) and industry (quality control by AI and 3D imaging). He has been published in several journals and has obtained several patents (EU, USA, China, Japan) in these fields (https://cv.archives-ouvertes.fr/guillaume-noyel). He has led several scientific joint efforts between industry and public research centres. Since 2023, Dr Noyel is a Senior Researcher at Limagrain in Artificial Intelligence and Computer Vision.

Publications

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Publications

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Functional Asplund metrics for pattern matching, robust to variable lighting conditions

Guillaume Noyel , Michel Jourlin

Image Analysis & Stereology, 2020, 39 (2), pp.53--71. ⟨10.5566/ias.2292⟩

Article dans une revue hal-02271380v2
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Region homogeneity in the Logarithmic Image Processing framework: application to region growing algorithms

Guillaume Noyel , Michel Jourlin

Image Analysis & Stereology, 2019, 38 (1), pp.43-52. ⟨10.5566/ias.2038⟩

Article dans une revue hal-02099867v1
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Superimposition of eye fundus images for longitudinal analysis from large public health databases

Guillaume Noyel , Rebecca Thomas , Gavin Bhakta , Andrew Crowder , David Owens et al.

Biomedical Physics & Engineering Express, 2017, 3 (4), ⟨10.1088/2057-1976/aa7d16⟩

Article dans une revue hal-01342960v3
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Multivariate mathematical morphology for DCE-MRI image analysis in angiogenesis studies

Guillaume Noyel , Jesus Angulo , Dominique Jeulin , Daniel Balvay , Charles-André Cuenod

Image Analysis & Stereology, 2015, 34 (1), pp.1-25. ⟨10.5566/ias.1109⟩

Article dans une revue hal-01152401v2
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Fast computation of all pairs of geodesic distances

Guillaume Noyel , Jesus Angulo , Dominique Jeulin

Image Analysis & Stereology, 2011, 30 (2), pp.101-109. ⟨10.5566/ias.v30.p101-109⟩

Article dans une revue hal-00658907v2
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A New Spatio-Spectral Morphological Segmentation For Multi-Spectral Remote-Sensing Images

Guillaume Noyel , Jesus Angulo , Dominique Jeulin

International Journal of Remote Sensing, 2010, 31 (22), pp.5895-5920. ⟨10.1080/01431161.2010.512314⟩

Article dans une revue hal-00836063v1
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Morphological segmentation of hyperspectral images

Guillaume Noyel , Jesus Angulo , Dominique Jeulin

Image Analysis & Stereology, 2007, 26 (3), pp.101-109. ⟨10.5566/ias.v26.p101-109⟩

Article dans une revue hal-01220414v2
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Logarithmic Morphological Neural Nets robust to lighting variations

Guillaume Noyel , Emile Barbier--Renard , Michel Jourlin , Thierry Fournel

DGMM 2022, IAPR Second International Conference on Discrete Geometry and Mathematical Morphology, Oct 2022, Strasbourg, France. pp.462-474, ⟨10.1007/978-3-031-19897-7_36⟩

Communication dans un congrès hal-03645285v2
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Retinal vessel segmentation by probing adaptive to lighting variations

Guillaume Noyel , Christine Vartin , Peter Boyle , Laurent Kodjikian

2020 IEEE 17th International Symposium on Biomedical Imaging (ISBI), IEEE, Apr 2020, Iowa City, United States. pp.1246-1249, ⟨10.1109/ISBI45749.2020.9098332⟩

Communication dans un congrès hal-02556835v1
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Registration of retinal images from Public Health by minimising an error between vessels using an affine model with radial distortions

Guillaume Noyel , R Thomas , S Iles , G Bhakta , A Crowder et al.

IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019), IEEE, Apr 2019, Venice, Italy. pp.561-564, ⟨10.1109/ISBI.2019.8759415⟩

Communication dans un congrès hal-02099845v1
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Logarithmic mathematical morphology: a new framework adaptive to illumination changes

Guillaume Noyel

23rd Iberoamerican Congress on Pattern Recognition (CIARP 2018), Nov 2018, Madrid, Spain. pp.453-461, ⟨10.1007/978-3-030-13469-3_53⟩

Communication dans un congrès hal-01789693v3
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A Link Between the Multiplicative and Additive Functional Asplund’s Metrics

Guillaume Noyel

14th International Symposium on Mathematical Morphology (ISMM 2019), Saarland University, Jul 2019, Saarbrücken, Germany. pp.41-53, ⟨10.1007/978-3-030-20867-7_4⟩

Communication dans un congrès hal-02183488v1
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Homogeneity of a region in the logarithmic image processing framework: application to region growing algorithms

Michel Jourlin , Guillaume Noyel

Physics and Mechanics of Random Structures: from Morphology to Material Properties, Jun 2018, Ile d'Oléron, France. pp.5-7

Communication dans un congrès hal-01822522v1
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A simple expression for the map of Asplund's distances with the multiplicative Logarithmic Image Processing (LIP) law

Guillaume Noyel , Michel Jourlin

12th European Congress for Stereology and Image Analysis 2017 (ECSIA 2017), University of Kaiserslautern; Fraunhofer-Institut für Techno- und Wirtschaftsmathematik (ITWM), Sep 2017, Kaiserslautern, Germany

Communication dans un congrès hal-01576183v2

Enhancing Eye Fundus Images for Diabetic Retinopathy Screening

Guillaume Noyel , Michel Jourlin , Michel Smans , Rebecca Thomas , Simon Iles et al.

American Diabetes Association 77th Scientific Sessions - ADA2017, American Diabetes Association, Jun 2017, San Diego, CA, United States

Communication dans un congrès hal-03162202v1
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Speeding up the Köhler's method of contrast thresholding

Guillaume Noyel

IEEE International Conference on Image Processing ICIP 2017, IEEE, Sep 2017, Beijing, China. ⟨10.1109/ICIP.2017.8296295⟩

Communication dans un congrès hal-01561475v2
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Double-sided probing by map of Asplund's distances using Logarithmic Image Processing in the framework of Mathematical Morphology

Guillaume Noyel , Michel Jourlin

13th International Symposium on Mathematical Morphology (ISMM 2017), May 2017, Fontainebleau, France. pp.408-420, ⟨10.1007/978-3-319-57240-6_33⟩

Communication dans un congrès hal-01435269v5
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Spatio-Colour Asplünd 's Metric and Logarithmic Image Processing for Colour Images (LIPC)

Guillaume Noyel , Michel Jourlin

21st Iberoamerican Congress on Pattern Recognition (CIARP 2016), International Association for Pattern Recognition (IAPR), Nov 2016, Lima, Peru. pp.36-43, ⟨10.1007/978-3-319-52277-7_5⟩

Communication dans un congrès hal-01316581v3

Contrast enhancement of eye fundus images

Guillaume Noyel , Michel Jourlin , Rebecca Thomas , Gavin Bhakta , Andrew Crowder et al.

IDF2015 - World Diabetes Congress, International Diabetes Federation, Nov 2015, Vancouver, Canada. ⟨10.13140/RG.2.1.3180.9367⟩

Communication dans un congrès hal-03162208v1
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Asplünd's metric defined in the Logarithmic Image Processing (LIP) framework for colour and multivariate images

Guillaume Noyel , Michel Jourlin

IEEE International Conference on Image Processing ICIP 2015, IEEE Signal Processing Society, Sep 2015, Québec City, Canada. pp.3921 - 3925, ⟨10.1109/ICIP.2015.7351540⟩

Communication dans un congrès hal-01215504v2
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Classification-Driven Stochastic Watershed: Application to Multispectral Segmentation

Guillaume Noyel , Jesus Angulo , Dominique Jeulin

4th European Conference on Colour in Graphics, Imaging, and Vision and 10th International Symposium on Multispectral Colour Science (CGIV 2008/MCS'08), Jun 2008, Terrassa - Barcelona, Spain. pp.471-476

Communication dans un congrès hal-00830667v1

Hyperspectral mathematical morphology applied to DCE-MRI series for angiogenesis imaging

Guillaume Noyel , Jesus Angulo , Dominique Jeulin , Daniel Balvay , Charles-André Cuénod

15th European Conference on Mathematics for Industry (ECMI'2008), University College London, Jul 2008, Londres, United Kingdom

Communication dans un congrès hal-00904082v1
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Filtering, segmentation and region classification by hyperspectral mathematical morphology of DCE-MRI series for angiogenesis imaging

Guillaume Noyel , Jesus Angulo , Dominique Jeulin , D. Balvay , C. A. Cuénod

5th IEEE International Symposium on Biomedical Imaging: From Nano to Macro (ISBI 2008), May 2008, Paris, France. pp.1517-1520, ⟨10.1109/ISBI.2008.4541297⟩

Communication dans un congrès hal-00834030v2
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Random Germs and Stochastic Watershed for Unsupervised Multispectral Image Segmentation

Guillaume Noyel , Jesus Angulo , Dominique Jeulin

11th International Conference Knowledge-Based Intelligent Information and Engineering Systems (KES 2007), Sep 2007, Vietri sul Mare, Salerno, Italy. pp.17-24, ⟨10.1007/978-3-540-74829-8_3⟩

Communication dans un congrès hal-01263963v1
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On distances, paths and connections for hyperspectral image segmentation

Guillaume Noyel , Jesus Angulo , Dominique Jeulin

8th International Symposium on Mathematical Morphology (ISMM 2007), Oct 2007, Rio de Janeiro, Brazil. pp.399-410

Communication dans un congrès hal-01264013v1
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Morphological segmentation of hyperspectral images - ICSXII

Guillaume Noyel , Jesus Angulo , Dominique Jeulin

12th International Congress for Stereology (ICS XII), Université Jean Monnet, Aug 2007, Saint-Etienne, France

Communication dans un congrès hal-02958884v1
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Registration of retinal images from Public Health by minimising an error between vessels using an affine model with radial distortions

Guillaume Noyel , Rebecca Thomas , Simon Iles , Gavin Bhakta , Andrew Crowder et al.

IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019), Apr 2019, Venice, Italy. , 2019

Poster de conférence hal-02099855v1
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Logarithmic mathematical morphology: a new framework adaptive to illumination changes

Guillaume Noyel

CIARP2018 - 23rd Iberoamerican Congress on Pattern Recognition, Nov 2018, Madrid, Spain. , 2018

Poster de conférence hal-01957566v1
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Enhancing Eye Fundus Images for Diabetic Retinopathy Screening

Guillaume Noyel , Michel Jourlin , Michel Smans , Rebecca Thomas , Simon Iles et al.

American Diabetes Association 77th Scientific Sessions - ADA2017, Jun 2017, San Diego, CA, United States. , 608-P / 608, 2017

Poster de conférence hal-01539980v1
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Contrast enhancement of eye fundus images

Guillaume Noyel , Michel Jourlin , Rebecca Thomas , Gavin Bhakta , Andrew Crowder et al.

International Diabetes Federation. IDF2015 - World Diabetes Congress, Nov 2015, Vancouver, Canada. , IDF2015 - World Diabetes Congress 2015, 1110-P, 2015, ⟨10.13140/RG.2.1.3180.9367⟩

Poster de conférence hal-01243876v1
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Segmentations d'Images Hyperspectrales Par Morphologie Mathématique

Guillaume Noyel , Jesus Angulo , Dominique Jeulin

Ecole d'Hiver d'imagerie Numérique Couleur, Jan 2007, Poitiers, France

Poster de conférence hal-04062907v1
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Regionalized Random Germs by a Classification for Probabilistic Watershed Application: Angiogenesis Imaging Segmentation

Guillaume Noyel , Jesus Angulo , Dominique Jeulin

Alistair D. Fitt, John Norbury, Hilary Ockendon, and Eddie Wilson. Progress in Industrial Mathematics at ECMI 2008, Springer, pp.211-216, 2010, Mathematics in Industry, 978-3-642-12109-8. ⟨10.1007/978-3-642-12110-4_29⟩

Chapitre d'ouvrage istex hal-00834452v1

用于确定轮胎表面上凸纹中的元素的方法

Guillaume Noyel

China, Patent n° : CN103649995 (B). 2016

Brevet hal-01374539v1

用于确定轮胎的侧壁的外表面上的浮雕般的标记的方法

Guillaume Noyel

China, Patent n° : CN103649991 (B). 2016

Brevet hal-01374639v1

在轮胎的内部表面上的浮凸元素特征的快速分析方法

Guillaume Noyel , Dominique Jeulin , Estelle Parra-Denis , Michel Bilodeau

China, Patent n° : CN 103858147 B. 2016

Brevet hal-01484492v1

监测轮胎表面的外观的方法

Guillaume Noyel

China, Patent n° : CN102844791 (B). 2016

Brevet hal-01374134v1

Method of Monitoring the Appearance of the Surface of a Tire

Guillaume Noyel

United States, Patent n° : US9002093 (B2). 2015

Brevet hal-01374128v1

タイヤの表面の外観をモニタする方法

Guillaume Noyel

Japan, Patent n° : JP5779232 (B2). 2015

Brevet hal-01374285v1

Method of checking the appearance of the surface of a tyre

Guillaume Noyel , Dominique Jeulin , Estelle Parra-Denis , Michel Bilodeau

United States, Patent n° : US9189841 (B2). 2015

Brevet hal-01374649v1

Method for determining elements in relief on the surface of a tyre

Guillaume Noyel

United States, Patent n° : US9002130 (B2). 2015

Brevet hal-01374478v1

Method for determining markings in relief on the outer surface of the sidewall of a tyre

Guillaume Noyel

United States, Patent n° : US9025853 (B2). 2015

Brevet hal-01374635v1

Method of fast analysis of the relief elements featuring on the internal surface of a tyre

Guillaume Noyel , Dominique Jeulin , Estelle Parra-Denis , Michel Bilodeau

United States, Patent n° : US9196034 (B2). 2015

Brevet hal-01374654v1

Method of fast analysis of the relief elements featuring on the internal surface of a tyre

Guillaume Noyel , Dominique Jeulin , Estelle Parra-Denis , Michel Bilodeau

France, Patent n° : WO2013045594 (A1). 2013

Brevet hal-01374653v1

Improved method of checking the appearance of the surface of a tyre

Guillaume Noyel , Dominique Jeulin , Estelle Parra-Denis , Michel Bilodeau

France, Patent n° : WO2013045593 (A1). 2013

Brevet hal-01374647v1

Analysis of the digital image of the surface of a tyre and processing of non-measurement points

Claire Moreau , Guillaume Noyel , Yusi Shen , Jean-Paul Zanella

France, Patent n° : WO2012143197 (A1). 2012

Brevet hal-02958918v1

Analysis of the digital image of the internal surface of a tyre and processing of false measurement points

Claire Moreau , Guillaume Noyel , Yusi Shen , Jean-Paul Zanella

France, Patent n° : WO2012143199 (A1). 2012

Brevet hal-02958914v1

Analysis of the digital image of the external surface of a tyre and processing of false measurement points

Claire Moreau , Guillaume Noyel , Yusi Shen , Jean-Paul Zanella

France, Patent n° : WO2012143198 (A1). 2012

Brevet hal-02958908v1

Method for determining elements in relief on the surface of a tyre

Guillaume Noyel

France, N° de brevet: WO2012156260 (A1). 2012

Brevet hal-01374465v1

Method for determining markings in relief on the outer surface of the sidewall of a tyre

Guillaume Noyel

France, N° de brevet: WO2012156262 (A1). 2012

Brevet hal-01374631v1

Method of Monitoring the Appearance of the Surface of a Tyre

Guillaume Noyel

France, Patent n° : WO2011131410 (A1). 2011

Brevet hal-01321514v1
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Analyse morphologique et logarithmique de grandes banques d'images

Guillaume Noyel

Vision par ordinateur et reconnaissance de formes [cs.CV]. Université de Reims Champagne-Ardenne, 2021

HDR tel-03343079v1