Miguel Colom Enseignant-chercheur au Centre Borelli, École Normale Supérieure Paris-Saclay.

Identifiants chercheurs

IdHAL :

mcolom

ORCID :

0000-0003-2636-0656

IdRef :

067643272

Présentation

Je suis enseignant-chercheur senior au Centre Borelli, à l'École normale supérieure Paris-Saclay. Mon principal domaine de recherche est le traitement numérique des images, en particulier l'estimation aveugle du bruit, le débruitage aveugle, la compression et, en général, le traitement du signal. Je travaille sur la conception de satellites (en particulier, sur la mission SMOS-HR), ainsi que sur la détection de falsifications dans les images et les vidéos.J'ai obtenu l'HDR (Habilitation à Diriger des Recherches) le 20 novembre 2019, et je suis qualifié par le CNU (sections 26 et 27) pour des postes de professeur des universités.

Je fais partie du comité éditorial de la revue Image Processing On Line (IPOL) et j'assure la direction technique de son système de démonstration. Le code source de la version de développement d'IPOL ainsi que la documentation LaTeX sont disponibles sur GitHub.

Je suis membre du groupe de travail sur les infrastructures pour des logiciels de recherche de qualité de l'European Open Science Cloud (EOSC), au sein duquel nous (1) encourageons le développement et le déploiement d'outils et de services qui permettent aux chercheurs d'archiver, de référencer, de décrire avec des métadonnées appropriées, de partager et de réutiliser les logiciels de recherche, (2) d'améliorer la qualité des logiciels de recherche, et (3) d'accroître la reconnaissance des développeurs et des mainteneurs de logiciels de recherche en tant qu'artefact de recherche important.

Publications

Article dans une revue (21)

Reproducible research policies and software/data management in scientific computing journals: a survey, discussion, and perspectives Jose Armando Hernandez,Miguel Colom Frontiers in Computer Science, 2025, 6, ⟨10.3389/fcomp.2024.1491823⟩ Article dans une revue hal-04925959v1
Image Forgery Detection Based on Noise Inspection: Analysis and Refinement of the Noisesniffer Method Marina Gardella,Pablo Musé,Miguel Colom,Jean-Michel Morel Image Processing On Line, 2024, 14, pp.86-115. ⟨10.5201/ipol.2024.462⟩ Article dans une revue hal-05164023v1
A Signal-dependent Video Noise Estimator Via Inter-frame Signal Suppression Yanhao Li,Marina Gardella,Quentin Bammey,Tina Nikoukhah,Rafael Grompone von Gioiet al. Image Processing On Line, 2023, 13, pp.280-313. ⟨10.5201/ipol.2023.420⟩ Article dans une revue hal-04473424v1
The approach to reproducible research of the Image Processing On Line (IPOL) journal Alice Nicolaï,Quentin Bammey,Marina Gardella,Tina Nikoukhah,Olivier Boulantet al. Informatio, 2022, 27 (1), ⟨10.35643/Info.27.1.7⟩ Article dans une revue hal-04122026v1
A Reliable JPEG Quantization Table Estimator Tina Nikoukhah,Miguel Colom,Jean-Michel Morel,Rafael Grompone von Gioi Image Processing On Line, 2022, 12, pp.173-197. ⟨10.5201/ipol.2022.399⟩ Article dans une revue hal-03858141v1
Computing the daily reproduction number of COVID-19 by inverting the renewal equation using a variational technique Luis Alvarez,Miguel Colom,Jean-David Morel,Jean-Michel Morel Proceedings of the National Academy of Sciences of the United States of America, 2021, 118 (50), pp.173-197. ⟨10.1073/pnas.2105112118⟩ Article dans une revue hal-04122172v1
Forgery Detection in Digital Images by Multi-Scale Noise Estimation Marina Gardella,Pablo Musé,Jean-Michel Morel,Miguel Colom Journal of Imaging, 2021, ⟨10.3390/jimaging7070119⟩ Article dans une revue hal-03289618v1
ZERO: a Local JPEG Grid Origin Detector Based on the Number of DCT Zeros and its Applications in Image Forensics Tina Nikoukhah,Jérémy Anger,Miguel Colom,Jean-Michel Morel,Rafael Grompone von Gioi Image Processing On Line, 2021, 11, pp.396-433. ⟨10.5201/ipol.2021.390⟩ Article dans une revue hal-03821084v1
Irregular Layout For A Satellite's Interferometric Array Paul Krzakala,Amine Assouel,Max Dunitz,Eric Anterrieu,François Cabotet al. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2021, 14, pp.9408-9423. ⟨10.1109/JSTARS.2021.3109730⟩ Article dans une revue hal-03348429v1
Using the IPOL Journal for Online Reproducible Research in Remote Sensing Miguel Colom,Tristan Dagobert,Carlo de Franchis,Rafael Grompone Von Gioi,Charles Hesselet al. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2020, 13, pp.6384-6390. ⟨10.1109/JSTARS.2020.3032100⟩ Article dans une revue hal-03135023v1
A Daily Measure of the SARS-CoV-2 Effective Reproduction Number for all Countries Tahar Zamene Boulmezaoud,Luis Álvarez,Miguel Colom,Jean-Michel Morel Image Processing On Line, 2020, 10, pp.191-210. ⟨10.5201/ipol.2020.304⟩ Article dans une revue hal-03135000v1
Local JPEG Grid Detector via Blocking Artifacts, a Forgery Detection Tool Tina Nikoukhah,Miguel Colom,Jean-Michel Morel,Rafael Grompone von Gioi Image Processing On Line, 2020, 10, pp.24-42. ⟨10.5201/ipol.2020.283⟩ Article dans une revue hal-03858165v1
Full-spectrum denoising of high-SNR hyperspectral images Miguel Colom,Jean-Michel Morel Journal of the Optical Society of America. A Optics, Image Science, and Vision, 2019, 36 (3), pp.450-463. ⟨10.1364/JOSAA.36.000450⟩ Article dans une revue hal-03135040v1
Numerical Simulation of Landscape Evolution Models Marc Lebrun,Miguel Colom,Jérôme Darbon,Jean-Michel Morel Image Processing On Line, 2018, 8, pp.219-250. ⟨10.5201/ipol.2018.205⟩ Article dans une revue hal-03135043v1
Analysis and Extension of the PCA Method, Estimating a Noise Curve from a Single Image Miguel Colom,Antoni Buades Image Processing On Line, 2016, 5, pp.365-390. ⟨10.5201/ipol.2016.124⟩ Article dans une revue hal-03135049v1
Multiscale Image Blind Denoising Marc Lebrun,Miguel Colom,Jean-Michel Morel IEEE Transactions on Image Processing, 2015, 24 (10), pp.3149-3161. ⟨10.1109/TIP.2015.2439041⟩ Article dans une revue hal-03135055v1
Nonparametric Multiscale Blind Estimation of Intensity-Frequency-Dependent Noise Miguel Colom,Marc Lebrun,Antoni Buades,Jean-Michel Morel IEEE Transactions on Image Processing, 2015, 24 (10), pp.3162-3175. ⟨10.1109/TIP.2015.2438537⟩ Article dans une revue hal-03135052v1
Nonparametric noise estimation method for raw images Miguel Colom,Antoni Buades,Jean-Michel Morel Journal of the Optical Society of America. A Optics, Image Science, and Vision, 2014, 31 (4), pp.863. ⟨10.1364/JOSAA.31.000863⟩ Article dans une revue hal-03135057v1
Analysis and Extension of the Percentile Method, Estimating a Noise Curve from a Single Image Miguel Colom,Antoni Buades Image Processing On Line, 2013, 3, pp.332-359. ⟨10.5201/ipol.2013.90⟩ Article dans une revue hal-03135058v1
Analysis and Extension of the Ponomarenko et al. Method, Estimating a Noise Curve from a Single Image Miguel Colom,Antoni Buades Image Processing On Line, 2013, 3, pp.173-197. ⟨10.5201/ipol.2013.45⟩ Article dans une revue hal-03135061v1
Secrets of image denoising cuisine M. Lebrun,Miguel Colom,A. Buades,J. Morel Acta Numerica, 2012, 21, pp.475-576. ⟨10.1017/S0962492912000062⟩ Article dans une revue hal-03135063v1

Communication dans un congrès (19)

Combi-CAM: A Novel Multi-Layer Approach for Explainable Image Geolocalization David Faget,José Luis Lisani,Miguel Colom 21st International Conference on Computer Vision Theory and Applications, Mar 2026, Marbella, Spain. pp.275-281, ⟨10.5220/0014220400004084⟩ Communication dans un congrès hal-05560505v2
A Comparative Analysis of OCR Models on Diverse Datasets: Insights from Memes and Hiertext Dataset Iknoor Singh,Miguel Colom,Kalina Bontcheva 2025 IEEE/CVF Winter Conference on Applications of Computer Vision Workshops (WACVW), Feb 2025, Tucson, United States. pp.1343-1353, ⟨10.1109/wacvw65960.2025.00148⟩ Communication dans un congrès hal-05482382v1
MaskSim: Detection of synthetic images by masked spectrum similarity analysis Yanhao LI,Quentin Bammey,Marina Gardella,Tina Nikoukhah,Jean-Michel Morelet al. 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), Jun 2024, Seattle, United States. pp.3855-3865, ⟨10.1109/CVPRW63382.2024.00390⟩ Communication dans un congrès hal-04716636v1
A blockchain-based unified PID with applications in healthcare Jose Armando Hernandez Gonzalez,Miguel Colom The Sixth International Conference on Blockchain Computing and Applications (BCCA 2024), Nov 2024, Dubai, United Arab Emirates. ⟨10.1109/bcca62388.2024.10844401⟩ Communication dans un congrès hal-04812524v1
OVD-SaaS: Online Verifiable Data Science as a Service, an architecture of microservices for industrial artificial-intelligence applications: Architecture and study cases Jose Armando Hernandez Gonzalez,Thibaut Germain,Billel Yadoughi,Miguel Colom 2024 Sixth International Conference on Intelligent Computing in Data Sciences (ICDS), Oct 2024, Marrakech, Morocco. ⟨10.1109/icds62089.2024.10756305⟩ Communication dans un congrès hal-04812531v1
Rethinking the AI Startups creation business and management model Jose Armando Hernandez Gonzalez,Miguel Colom 2024 International Conference on Engineering Management of Communication and Technology (EMCTECH), Oct 2024, Vienna, Austria. ⟨10.1109/emctech63049.2024.10741662⟩ Communication dans un congrès hal-04807702v1
Détection a contrario de la double compression vidéo et application préliminaire à la détection de deepfakes Yanhao Li,Marina Gardella,Quentin Bammey,Tina Nikoukhah,Jean-Michel Morelet al. XXIXème Colloque Francophone de Traitement du Signal et des Images GRETSI 2023, Aug 2023, Grenoble, France Communication dans un congrès hal-04473498v1
PRNU-based source camera statistical certification Marina Gardella,Pablo Musé,Miguel Colom,Jean-Michel Morel,Denis Perraud 2023 IEEE International Workshop on Information Forensics and Security (WIFS 2023), Dec 2023, Nuremberg, Germany. ⟨10.1109/WIFS58808.2023.10375045⟩ Communication dans un congrès hal-04478545v1
Multi-snapshot inversion of interferometric synthetic aperture microwave radiometry observations for remote sensing Max Dunitz,Eric Anterrieu,Ali Khazaal,Nemesio Rodriguez-Fernandez,Yann Kerret al. 2023 IEEE Conference on Antenna Measurements and Applications (CAMA 2023), Nov 2023, Gênes, Italy. pp.457-462, ⟨10.1109/CAMA57522.2023.10352689⟩ Communication dans un congrès hal-04473824v1
Development Efforts for Reproducible Research: Platform, Library and Editorial Investment Miguel Colom,José Armando Hernández,Bertrand Kerautret,Benjamin Perret RRPR 2022: Reproducible Research in Pattern Recognition, Aug 2022, Montréal, Canada. pp.3-21, ⟨10.1007/978-3-031-40773-4_1⟩ Communication dans un congrès hal-04229847v1
Non-Semantic Evaluation of Image Forensics Tools: Methodology and Database Quentin Bammey,Tina Nikoukhah,Marina Gardella,Rafael Grompone von Gioi,Miguel Colomet al. IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), Jan 2022, Waikoloa, Hawai, United States. ⟨10.1109/wacv51458.2022.00244⟩ Communication dans un congrès hal-03859749v1
Video Signal-Dependent Noise Estimation via Inter-Frame Prediction Yanhao Li,Marina Gardella,Quentin Bammey,Tina Nikoukhah,Rafael Grompone von Gioiet al. 2022 IEEE International Conference on Image Processing (ICIP), Oct 2022, Bordeaux, France. pp.1406-1410, ⟨10.1109/icip46576.2022.9897605⟩ Communication dans un congrès hal-03898863v1
Noisesniffer: a Fully Automatic Image Forgery Detector Based on Noise Analysis Marina Gardella,Pablo Musé,Jean-Michel Morel,Miguel Colom 2021 IEEE International Workshop on Biometrics and Forensics (IWBF), May 2021, Rome, Italy. pp.1-6, ⟨10.1109/IWBF50991.2021.9465095⟩ Communication dans un congrès hal-03243928v1
A new L-band passive radiometer for earth observation : SMOS-high resolution (SMOS-HR) Nemesio Rodríguez-Fernández,Eric Anterrieu,François Cabot,Jacqueline Boutin,Ghislain Picardet al. IGARRS.International Geoscience and Remote Sensing Symposium, Sep 2020, Waikoloa, Hawaii, United States. pp.5978-2981, ⟨10.1109/IGARSS39084.2020.9324685⟩ Communication dans un congrès hal-03927608v1
JPEG Grid Detection based on the Number of DCT Zeros and its Application to Automatic and Localized Forgery Detection Tina Nikoukhah,J Anger,T Ehret,Miguel Colom,J M Morelet al. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, Jun 2019, Long Beach, United States Communication dans un congrès hal-03859737v1
SMOS-HR: A High Resolution L-Band Passive Radiometer for Earth Science and Applications Nemesio J Rodríguez-Fernández,Eric Anterrieu,Bernard Rougé,Jacqueline Boutin,Thierry Pellarinet al. IGARSS 2019 - 2019 IEEE International Geoscience and Remote Sensing Symposium, Jul 2019, Yokohama, Japan. pp.8392-8395, ⟨10.1109/IGARSS.2019.8897815⟩ Communication dans un congrès hal-04789495v1
The IPOL Demo System: A Scalable Architecture of Microservices for Reproducible Research Martín Arévalo,Carlos Escobar,Pascal Monasse,Nelson Monzón,Miguel Colom 1st Workshop on Reproducible Research in Pattern Recognition, Dec 2016, Cancun, Mexico. pp.3-16, ⟨10.1007/978-3-319-56414-2_1⟩ Communication dans un congrès hal-01571616v1
Preface of the proceedings of the First International Workshop on Reproducible Research in Pattern Recognition, RRPR 2016 Bertrand Kerautret,Miguel Colom,Pascal Monasse First International Workshop on Reproducible Research in Pattern Recognition, RRPR 2016, 2016, Mexico, Mexico Communication dans un congrès hal-01616745v1
IPOL: a new journal for fully reproducible research; analysis of four years development Miguel Colom,Bertrand Kerautret,Nicolas Limare,Pascal Monasse,Jean-Michel Morel Workshop NTMS 2015 on Reproducibility in Computation Based Research, Jul 2015, Paris, France Communication dans un congrès hal-01181282v1

Proceedings/Recueil des communications (3)

Reproducible Research in Pattern Recognition Bertrand Kerautret,Miguel Colom,Adrien Krähenbühl,Daniel Lopresti,Pascal Monasseet al. RRPR 2022, 14068, Springer International Publishing, 2023, Lecture Notes in Computer Science, ⟨10.1007/978-3-031-40773-4⟩ Proceedings/Recueil des communications hal-04148940v1
Reproducible Research in Pattern Recognition: Third International Workshop, RRPR 2021 Bertrand Kerautret,Miguel Colom,Adrien Krähenbühl,Daniel Lopresti,Pascal Monasseet al. 12636, Springer International Publishing, 2021, Lecture Notes in Computer Science, 978-3-030-76422-7. ⟨10.1007/978-3-030-76423-4⟩ Proceedings/Recueil des communications hal-04092674v1
Reproducible Research in Pattern Recognition, Second International Workshop, RRPR 2018 Bertrand Kerautret,Miguel Colom,Daniel Lopresti,Pascal Monasse,Hugues Talbot Reproducible Research in Pattern Recognition, Second International Workshop, RRPR 2018, Lecture Notes in Computer Science, 11455, Springer Cham, 2018, 978-3-030-23986-2. ⟨10.1007/978-3-030-23987-9⟩ Proceedings/Recueil des communications hal-02172999v1

Chapitre d'ouvrage (2)

How to Reconstruct the History of a Digital Image, and of Its Alterations Quentin Bammey,Miguel Colom,Thibaud Ehret,Marina Gardella,Rafael Gromponeet al. Multimedia Security 1 Authentication and Data Hiding, 1 (1), Wiley, pp.1/40, 2022, 9781119901808. ⟨10.1002/9781119901808.ch1⟩ Chapitre d'ouvrage hal-04489385v1
An Overview of Platforms for Reproducible Research and Augmented Publications Miguel Colom,Bertrand Kerautret,Adrien Krähenbühl Reproducible Research in Pattern Recognition, pp.25-39, 2019, ⟨10.1007/978-3-030-23987-9_2⟩ Chapitre d'ouvrage hal-02189834v1

Autre publication scientifique (1)

Alvolution - al and digital technologies in the European Union Eva Poptcheva,Bram Vanderborght,Miguel Colom,Rūta Binkytė,Oana Balalauet al. 2024 Autre publication scientifique hal-04645463v1

Pré-publication, Document de travail (1)

Repeatability, Reproducibility, Replicability, Reusability (4R) in Journals' Policies and Software/Data Management in Scientific Publications: A Survey, Discussion, and Perspectives José Armando Hernández,Miguel Colom 2023 Pré-publication, Document de travail hal-04322522v1

Rapport (3)

Ensure Software Quality Mario David,Miguel Colom,Daniel Garijo,Leyla Jael Castro,Violaine Louvetet al. European Comission. 2024, https://zenodo.org/records/10723608 Rapport hal-04485911v1
Task Force Sub Group 3 - Review of Software Quality Attributes and Characteristics Mario David,Miguel Colom,Daniel Garijo,Leyla Jael Castro,Violaine Louvetet al. European Comission. 2023, https://zenodo.org/record/8221384 Rapport hal-04184377v1
Scholarly Infrastructures for Research Software Roberto Di Cosmo,Jose Benito Gonzalez Lopez,Jean-François Abramatic,Kay Graf,Miguel Colomet al. European Comission. 2020, https://op.europa.eu/fr/publication-detail/-/publication/145fd0f3-3907-11eb-b27b-01aa75ed71a1/ Rapport (rapport d’expertise collective) hal-04134056v1

Thèse (1)

Multiscale Noise Estimation and Removal for Digital Images Miguel Colom Image Processing [eess.IV]. Universitat de les Illes Balears (Espagne), 2014. English. ⟨NNT : ⟩ Thèse tel-04124122v2

HDR (1)

Direct and inverse imaging. Applications to satellite design and to forgery detection. Miguel Colom Signal and Image Processing. ENS Paris-Saclay, 2019 HDR tel-02418066v1

Logiciel (1)

Demo system of the Image Processing On Line (IPOL) journal Miguel Colom,Matías Abal,Jérémy Anger,José Arrecio,Martín Arévaloet al. 2023, ⟨swh:1:dir:adad38a1d06e0538449dfabd5e961e3db038fab3;origin=https://github.com/ipol-journal/ipolDevel;visit=swh:1:snp:f0fc8de5df1ca0ce650d37da703daa69201a1828;anchor=swh:1:rev:a7b4f4bb8c647c868517eee56856e8c9b80cb3a6⟩ Logiciel hal-04124215v1