Guillaume Noyel

Identifiants chercheurs

IdHAL :

guillaume-noyel

ORCID :

0000-0002-7374-548X

IdRef :

136317006

arXiv :

noyel_g_1

VIAF :

215158650

ISNI :

0000000359301273

ResearcherID :

P-5930-2016

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

Article dans une revue (7)

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
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
Superimposition of eye fundus images for longitudinal analysis from large public health databases Guillaume Noyel,Rebecca Thomas,Gavin Bhakta,Andrew Crowder,David Owenset al. Biomedical Physics & Engineering Express, 2017, 3 (4), ⟨10.1088/2057-1976/aa7d16⟩ Article dans une revue hal-01342960v3
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
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
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
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

Communication dans un congrès (19)

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
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
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 Crowderet 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
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
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
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
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 Ileset al. American Diabetes Association 77th Scientific Sessions - ADA2017, American Diabetes Association, Jun 2017, San Diego, CA, United States Communication dans un congrès hal-03162202v1
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
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
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 Crowderet 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
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
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
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
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
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
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

Poster de conférence (5)

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 Crowderet al. IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019), Apr 2019, Venice, Italy. , 2019 Poster de conférence hal-02099855v1
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
Enhancing Eye Fundus Images for Diabetic Retinopathy Screening Guillaume Noyel,Michel Jourlin,Michel Smans,Rebecca Thomas,Simon Ileset al. American Diabetes Association 77th Scientific Sessions - ADA2017, Jun 2017, San Diego, CA, United States. , 608-P / 608, 2017 Poster de conférence hal-01539980v1
Contrast enhancement of eye fundus images Guillaume Noyel,Michel Jourlin,Rebecca Thomas,Gavin Bhakta,Andrew Crowderet 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
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

Chapitre d'ouvrage (1)

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

Brevet (18)

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 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
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 Monitoring the Appearance of the Surface of a Tire Guillaume Noyel United States, Patent n° : US9002093 (B2). 2015 Brevet hal-01374128v1
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

Pré-publication, Document de travail (1)

Logarithmic Mathematical Morphology: theory and applications Guillaume Noyel 2023 Pré-publication, Document de travail hal-04192855v2

Thèse (1)

Filtrage, réduction de dimension, classification et segmentation morphologique hyperspectrale Guillaume Noyel Mathématiques [math]. École Nationale Supérieure des Mines de Paris, 2008. Français. ⟨NNT : 2008ENMP1558⟩ Thèse pastel-00004473v1

HDR (1)

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