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Guillaume Noyel

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Researcher identifiers

Presentation

Guillaume Noyel was born in France, and obtained a MSc in Electronics from CPE-Lyon, France. He received his PhD in Mathematical Morphology from Mines ParisTech, Paris, in 2008 before working as a researcher in image processing 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, texture analysis and 3D image reconstruction. Guillaume has contributed on several fields of applications: medicine (Diabetic Retinopathy and Cancer), industry (quality control by AI and 3D imaging) and life science. He has been published in several journals and has obtained several patents (EU, USA, China, Japan) in these fields. He has led several scientific joint efforts between industry and public research centres. Since 2023, Dr Noyel is as a Senior Researcher at Limagrain in Artificial Intelligence and Computer Vision.

Publications

Image document

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⟩
Journal articles hal-02271380v2
Image document

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⟩
Journal articles hal-02099867v1
Image document

Superimposition of eye fundus images for longitudinal analysis from large public health databases

Guillaume Noyel , Rebecca Thomas , Gavin Bhakta , Andrew Crowder , David Owens
Biomedical Physics & Engineering Express, 2017, 3 (4), ⟨10.1088/2057-1976/aa7d16⟩
Journal articles hal-01342960v3
Image document

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⟩
Journal articles hal-01152401v2
Image document

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⟩
Journal articles hal-00658907v2
Image document

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⟩
Journal articles hal-00836063v1
Image document

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⟩
Journal articles hal-01220414v2
Image document

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⟩
Conference papers hal-03645285v2
Image document

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⟩
Conference papers hal-02556835v1
Image document

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
IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019), IEEE, Apr 2019, Venice, Italy. pp.561-564, ⟨10.1109/ISBI.2019.8759415⟩
Conference papers hal-02099845v1
Image document

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⟩
Conference papers hal-02183488v1
Image document

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⟩
Conference papers hal-01789693v3
Image document

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
Conference papers hal-01822522v1

Enhancing Eye Fundus Images for Diabetic Retinopathy Screening

Guillaume Noyel , Michel Jourlin , Michel Smans , Rebecca Thomas , Simon Iles
American Diabetes Association 77th Scientific Sessions - ADA2017, American Diabetes Association, Jun 2017, San Diego, CA, United States
Conference papers hal-03162202v1
Image document

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
Conference papers hal-01576183v2
Image document

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⟩
Conference papers hal-01435269v5
Image document

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⟩
Conference papers hal-01561475v2
Image document

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⟩
Conference papers hal-01316581v3

Contrast enhancement of eye fundus images

Guillaume Noyel , Michel Jourlin , Rebecca Thomas , Gavin Bhakta , Andrew Crowder
IDF2015 - World Diabetes Congress, International Diabetes Federation, Nov 2015, Vancouver, Canada. ⟨10.13140/RG.2.1.3180.9367⟩
Conference papers hal-03162208v1
Image document

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⟩
Conference papers hal-01215504v2
Image document

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⟩
Conference papers hal-00834030v2

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
Conference papers hal-00904082v1
Image document

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
Conference papers hal-00830667v1
Image document

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⟩
Conference papers hal-01263963v1
Image document

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
Conference papers hal-02958884v1
Image document

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
Conference papers hal-01264013v1
Image document

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
IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019), Apr 2019, Venice, Italy. , 2019
Conference poster hal-02099855v1
Image document

Logarithmic mathematical morphology: a new framework adaptive to illumination changes

Guillaume Noyel
CIARP2018 - 23rd Iberoamerican Congress on Pattern Recognition, Nov 2018, Madrid, Spain. , 2018
Conference poster hal-01957566v1
Image document

Enhancing Eye Fundus Images for Diabetic Retinopathy Screening

Guillaume Noyel , Michel Jourlin , Michel Smans , Rebecca Thomas , Simon Iles
American Diabetes Association 77th Scientific Sessions - ADA2017, Jun 2017, San Diego, CA, United States. , 608-P / 608, 2017
Conference poster hal-01539980v1
Image document

Contrast enhancement of eye fundus images

Guillaume Noyel , Michel Jourlin , Rebecca Thomas , Gavin Bhakta , Andrew Crowder
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⟩
Conference poster hal-01243876v1
Image document

Segmentations d'Images Hyperspectrales Par Morphologie Mathématique

Guillaume Noyel , Jesus Angulo , Dominique Jeulin
Ecole d'Hiver d'imagerie Numérique Couleur, Jan 2007, Poitiers, France
Conference poster hal-04062907v1
Image document

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⟩
Book sections hal-00834452v1

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
Patents hal-01484492v1

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
Patents hal-01374539v1

监测轮胎表面的外观的方法

Guillaume Noyel
China, Patent n° : CN102844791 (B). 2016
Patents hal-01374134v1

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
Patents hal-01374639v1

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
Patents hal-01374285v1

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
Patents hal-01374654v1

Method of Monitoring the Appearance of the Surface of a Tire

Guillaume Noyel
United States, Patent n° : US9002093 (B2). 2015
Patents hal-01374128v1

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
Patents hal-01374635v1

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

Guillaume Noyel
United States, Patent n° : US9002130 (B2). 2015
Patents hal-01374478v1

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
Patents hal-01374649v1

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
Patents 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
Patents 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
Patents hal-02958918v1

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
Patents hal-02958908v1

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
Patents hal-01374631v1

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

Guillaume Noyel
France, N° de brevet: WO2012156260 (A1). 2012
Patents hal-01374465v1

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
Patents hal-02958914v1

Method of Monitoring the Appearance of the Surface of a Tyre

Guillaume Noyel
France, Patent n° : WO2011131410 (A1). 2011
Patents hal-01321514v1
Image document

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
Habilitation à diriger des recherches tel-03343079v1