Cultural Heritage Analysis for New GEnerations

Informations projet

CHANGE

N° de convention de subvention: 813789

DOI

10.3030/813789

Projet clôturé

Date de signature de la CE 30 Août 2018

Date de début 1 Mai 2019

Date de fin 30 Avril 2023

Financé au titre de

• EXCELLENT SCIENCE - Marie Skłodowska-Curie Actions

Coût total

€ 4 068 821,16

Contribution de l’UE

€ 4 068 821,16

Coordonné par

NORGES TEKNISK-NATURVITENSKAPELIGE UNIVERSITET NTNU
Norway

CORDIS fournit des liens vers les livrables publics et les publications des projets HORIZON.

Les liens vers les livrables et les publications des projets du 7e PC, ainsi que les liens vers certains types de résultats spécifiques tels que les jeux de données et les logiciels, sont récupérés dynamiquement sur OpenAIRE .

Livrables

Documents, reports (15)

Dissemination report

CHANGE dissemination reportYearly reports will be made at M12 M24 M36

Exploitation report

CHANGE Exploitation reportYearly reports M24 M36 will be made from second year of the project

Sustainability plan

Sustainability plan will be defined identifying the needs in terms of centralized tools and networking resources of the community and the sources of funding to cover these after the end of the project

CHANGE school

Report on CHANGE schools in Norway France Poland and Switzerland

Agenda of acquisition campaign

Guidelines and plans of CHANGE acqusition campaign at different CH partners

Progress report

Progress report of CHANGE

Description of adopted strategies of acquisition

Acqusition strategies for different CH artefacts planing to investigate in CHANGE project

Procedure for data registration, fusion, and tracking

Guidelines on data processing and analysis

Requirements and guidelines for producing images for specific CH objects

Guidelines specific to different CH objects

Data representation and software functionality requirements

Report on software requirements

Midterm report on CHANGE communication and dissemination

Midterm report on the communication and dissemination activities in CHANGE. This report will also include the future action plan.

Training activities final report

Report on CHANGE ITN training

Communication report

CHANGE Communication reportYearly reports will be made at M12 M24 M36

Data Management Plan

CHANGE beneficiaries make sure that research data generated in this project is findable, accessible, interoperable and reusable (FAIR), according to the guidelines of H2020 for data management

Recommendations according to materials and their corresponding artefacts

Demonstrators, pilots, prototypes (2)

Validation procedures

Validation proceedures to access change tracking

Methods and protocols for cross data analysis

Methods and protocols for cross data analysis multimodal data

Websites, patent fillings, videos etc. (1)

Website

CHANGE website

Open Research Data Pilot (2)

A scalable and multimodal acquisition system

Prototype on multimodal acquisition systemFirst version will be ready at M18

Database of multimodal data

Multimodal datasets captured from different partners

Publications

Conference proceedings (20)

A Methodological Approach for Multi-Temporal Tracking of Silver Tarnishing

Auteurs: Amalia Siatou, Yuly Castro, Marvin Nurit, Hermine Chatoux, Gaetan le Goïc, Christian Degrigny, Laura Brambilla, Alamin Mansouri
Publié dans: the 4th ACM International workshop on Structuring and Understanding of Multimedia heritAge Contents, 2022
Éditeur: Association for Computing Machinery
DOI: 10.1145/3552464.3555686

Extended Framework for Multispectral RTI

Auteurs: Yuly Castro, Amalia Siatou, Mattieu Rossé, Hermine Chatoux, Ramamoorthy Luxman, Gaëtan LeGoïc, Alamin Mansouri
Publié dans: Archiving Conference, 2022, Page(s) 55-61
Éditeur: Society for Imaging Science and Technology
DOI: 10.2352/issn.2168-3204.2022.19.1.12

Hyperspectral imaging workflow for the acquisition and analysis of stained-glass panels

Auteurs: Agnese Babini, Sony George, Jon Yngve Hardeberg
Publié dans: SPIE Optical Metrology, 2021
Éditeur: SPIE Digital Library
DOI: 10.1117/12.2593735

Reflectance Transformation Imaging Feature Maps for Visual Documentation of Metal Objects

Auteurs: Siatou, Amalia; Alamin Mansouri; Degrigny, Christian; Le Goïc, Gaëtan; Brambilla, Laura; Nurit, Marvin
Publié dans: Proceedings of the Interim Meeting of the ICOM-CC Metals Working Group, Numéro 5, 2022, ISBN 9782491997618
Éditeur: ICOM-CC
DOI: 10.5281/zenodo.7701825

Approach to Identification of Changes from Local Surface Normal Analysis of RTI Data in Application to Cultural Heritage

Auteurs: Saha, Sunita; Lewis, David; Sitnik, Robert
Publié dans: the 4th ACM International workshop on Structuring and Understanding of Multimedia heritAge Contents, 2022
Éditeur: Association for Computing Machinery
DOI: 10.1145/3552464.3555685

Augmented Reality in Tracking the Surface Geometry Change of Cultural Heritage Objects

Auteurs: Sunita Saha, Athanasia Papanikolaou, Jacek Martusewicz, Robert Sitnik
Publié dans: 2020 International Conference on Computational Performance Evaluation (ComPE), 2020, Page(s) 537-542, ISBN 978-1-7281-6644-5
Éditeur: IEEE
DOI: 10.1109/compe49325.2020.9200041

Multi-scale Painter Classification

Auteurs: Irina Mihaela Ciortan, Yoko Arteaga, Sony George & Jon Yngve Hardeberg
Publié dans: Florence Heri-Tech 2022: The Future of Heritage Science and Technologies: ICT and Digital Heritage, 2022
Éditeur: Springer
DOI: 10.1007/978-3-031-20302-2_12

Classification of surface geometry behavior of cultural heritage surfaces based on monitoring change

Auteurs: Sunita Saha, Amalia Siatou, Robert Sitnik
Publié dans: SPIE Optical Metrology, 2021
Éditeur: SPIE Digital Library
DOI: 10.1117/12.2592387

Image enhancement dataset for evaluation of image quality metrics

Auteurs: Kadyrova, Altynay; Pedersen, Marius; Ahmad, Bilal; Mandal, Dipendra J.; Nguyen, Mathieu; Zimmerman, Pauline Hardeberg
Publié dans: Int'l. Symp. on Electronic Imaging: Image Quality and System Performance (EI2022), 2022
Éditeur: Society for Imaging Science and Technology
DOI: 10.2352/ei.2022.34.9.iqsp-317

Segmentation in application to deformation analysis of cultural heritage surfaces

Auteurs: Sunita Saha, Robert Sitnik
Publié dans: Electronic Imaging, 2022
Éditeur: Society for Imaging Science and Technology
DOI: 10.2352/ei.2022.34.17.3dia-213

Revealing Degradation Patterns: Imaging Techniques for the Study of Metal Soap Formation on Painted Metal Objects

Auteurs: Russo, Silvia; Joseph, Edith; Thomas, Jean Baptiste; Brambilla, Laura
Publié dans: Proceedings of the Interim Meeting of the ICOM-CC Metals Working Group, Numéro 5, 2022, ISBN 9782491997618
Éditeur: ICOM-CC
DOI: 10.5281/zenodo.7701577

Appearance segmentation and documentation applied to cultural heritage surfaces

Auteurs: Sunita Saha, Amalia Siatou, Christian Degrigny, Alamin Mansouri, Robert Sitnik
Publié dans: Proceedings Electronic Imaging, 2023
Éditeur: Society for Imaging Science and Technology
DOI: 10.2352/ei.2023.35.17.3dia-101

Extending the Unmixing methods to Multispectral Images

Auteurs: Jizhen Cai, Hermine Chatoux, Clotilde Boust, Alamin Mansouri
Publié dans: Colour and Imaging Conference, 2021
Éditeur: Society for Imaging Science and Technology
DOI: 10.2352/issn.2169-2629.2021.29.311

Characterising appearance of gold foils and gilding in conservation and restoration

Auteurs: Arteaga, Yoko; Sole, Aditya Suneel; Hardeberg, Jon Yngve; Boust, Clotilde
Publié dans: CEUR Workshop Proceedings, Numéro 3, 2022, ISSN 1613-0073
Éditeur: CEUR
DOI: 10.5281/zenodo.7543975

A Portable Set up for Hyperspectral Imaging of Stained-Glass Panels

Auteurs: Agnese Babini, Sony George, Tiziana Lombardo & Jon Yngve Hardeberg
Publié dans: Florence Heri-Tech 2022: The Future of Heritage Science and Technologies: ICT and Digital Heritage, 2022
Éditeur: Springer
DOI: 10.1007/978-3-031-20302-2_5

Monitoring and Understanding VOC Induced Glass Corrosion Using Multi-modal Imaging Techniques

Auteurs: Deepshikha Sharma, Ulrike Rothenhaeusler, Katharina Schmidt-Ott, Marvin Nurit, Yuly Castro Cartagena, Gaetan Le-Goic, Edith Joseph, Sony George & Tiziana Lombardo
Publié dans: The future of Heritage Science and Technologies, 2022
Éditeur: Springer
DOI: 10.1007/978-3-031-17594-7_27

Evaluation of Text Legibility in Alternative Imaging Approaches to Microfiche Digitization

Auteurs: Hilda Deborah; Dipendra J. Mandal
Publié dans: Archiving Conference, 2021, Page(s) 96-101
Éditeur: Society of Imaging Science and Technology (IS&T)
DOI: 10.2352/issn.2168-3204.2021.1.0.22

Image-based goniometric appearance characterisation of bronze patinas

Auteurs: Yoko Arteaga, Clotilde Boust, Angèle Dequier, Jon Yngve Hardeberg
Publié dans: Color and Imaging Conference, 2021, Page(s) 294-299(6)
Éditeur: Society for Imaging Science and Technology
DOI: 10.2352/issn.2169-2629.2021.29.294

Colour digital image correlation method for monitoring of cultural heritage objects with natural texture

Auteurs: Papanikolaou, Athanasia; Garbat, Piotr; Kujawinska, Malgorzata
Publié dans: SPIE Optical Metrology, 2021
Éditeur: SPIE Digital Library
DOI: 10.1117/12.2592549

Comparison of Linear Unmixing Methods on Paintings Data Set

Auteurs: CAI, Jizhen; Chatoux, Hermine; Boust, Clotilde; Mansouri, Alamin
Publié dans: ORASIS 2021, Centre National de la Recherche Scientifique [CNRS], Sep 2021, Saint Ferréol, France, 2021
Éditeur: Centre National de la Recherche Scientifique (CNRS)
DOI: 10.5281/zenodo.5533519

Peer reviewed articles (26)

An automated adaptive focus pipeline for reflectance transformation imaging

Auteurs: David Lewis, Marvin Nurit, Hermine Chatoux, Fabrice Meriaudeau, Alamin Mansouri
Publié dans: Electronic Imaging, 2021, Page(s) 063-1 - 063-6, ISSN 2470-1173
Éditeur: Society for Imaging Science and Technology
DOI: 10.2352/ISSN.2470-1173.2021.18.3DIA-063

3D digital image correlation system for monitoring of changes induced by RH fluctuations on parchment

Auteurs: Athanasia Papanikolaou, Dorota Dzik-Kruszelnicka, Sunita Saha, Malgorzata Kujawinska
Publié dans: Electronic Imaging, 2021, Page(s) 065-1 - 065-7, ISSN 2470-1173
Éditeur: Society for Imaging Science and Technology
DOI: 10.2352/issn.2470-1173.2021.18.3dia-065

Comparison of Hyperspectral Imaging and Fiber-Optic Reflectance Spectroscopy for Reflectance and Transmittance Measurements of Colored Glass

Auteurs: Agnese Babini, Phil Green, Sony George, Jon Yngve Hardeberg
Publié dans: Heritage, Numéro 25719408, 2022, Page(s) 1401-1418, ISSN 2571-9408
Éditeur: MDPI
DOI: 10.3390/heritage5030073

Potential and Challenges of Spectral Imaging for Documentation and Analysis of Stained-Glass Windows

Auteurs: Agnese Babini, Sony George, Tiziana Lombardo, Jon Yngve Hardeberg
Publié dans: London Imaging Meeting, Numéro 2020/1, 2020, Page(s) 109-113, ISSN 2694-118X
Éditeur: Society for Imaging Science and Technology
DOI: 10.2352/issn.2694-118x.2020.lim-27

LightBot: A Multi-Light Position Robotic Acquisition System for Adaptive Capturing of Cultural Heritage Surfaces

Auteurs: Luxman, Ramamoorthy; Castro, Yuly Emilia; Chatoux, Hermine; Nurit, Marvin; Siatou, Amalia; Le Goïc, Gaëtan; Brambilla, Laura; Degrigny, Christian; Marzani, Franck; Mansouri, Alamin
Publié dans: Journal of Imaging, Numéro 2313433X, 2022, ISSN 2313-433X
Éditeur: MDPI
DOI: 10.3390/jimaging8050134

Segmentation of Change in Surface Geometry Analysis for Cultural Heritage Applications

Auteurs: Sunita Saha; Jacek Martusewicz; Noëlle L. W. Streeton; Robert Sitnik
Publié dans: Sensors, Vol 21, Iss 4899, p 4899 (2021), Numéro 14248220, 2021, ISSN 1424-8220
Éditeur: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s21144899

Multimodal registration across 3D point clouds and CT-volumes

Auteurs: Saiti, Evdokia; Theoharis Theoharis
Publié dans: Computers & Graphics, Numéro 18737684, 2022, Page(s) 259-266, ISSN 1873-7684
Éditeur: Elsevier
DOI: 10.1016/j.cag.2022.06.012

Hyperspectral Imaging Analyses of Cleaning Tests on Edvard Munch's Monumental Aula Paintings

Auteurs: Cutajar, Jan Dariusz; Babini, Agnese; Deborah, Hilda; Hardeberg, Jon Yngve; Joseph, Edith; Tine Frøysaker
Publié dans: Studies in Conservation, Numéro 20470584, 2022, ISSN 2047-0584
Éditeur: Routledge
DOI: 10.1080/00393630.2022.2054617

SHREC 2020: Retrieval of digital surfaces with similar geometric reliefs

Auteurs: Elia Moscoso Thompson, Silvia Biasotti, Andrea Giachetti, Claudio Tortorici, Naoufel Werghi, Ahmad Shaker Obeid, Stefano Berretti, Hoang-Phuc Nguyen-Dinh, Minh-Quan Le, Hai-Dang Nguyen, Minh-Triet Tran, Leonardo Gigli, Santiago Velasco-Forero, Beatriz Marcotegui, Ivan Sipiran, Benjamin Bustos, Ioannis Romanelis, Vlassis Fotis, Gerasimos Arvanitis, Konstantinos Moustakas, Ekpo Otu, Reyer Zwiggelaar
Publié dans: Computers & Graphics, Numéro 91, 2020, Page(s) 199-218, ISSN 0097-8493
Éditeur: Pergamon Press Ltd.
DOI: 10.1016/j.cag.2020.07.011

Supervised segmentation of RTI appearance attributes for change detection on cultural heritage surfaces

Auteurs: Saha, Sunita; Siatou, Amalia; Mansouri, Alamin; Sitnik, Robert
Publié dans: Heritage Science, Numéro 20507445, 2022, ISSN 2050-7445
Éditeur: SpringerOpen
DOI: 10.1186/s40494-022-00813-3

Influence of Acquisition Parameters on Pigment Classification using Hyperspectral Imaging

Auteurs: Mandal, Dipendra J.; George, Sony; Pedersen, Marius; Boust, Clotilde
Publié dans: Journal of Imaging Science and Technology, Numéro 65, 2021, Page(s) 50406, ISSN 1943-3522
Éditeur: Society for Imaging Science and Technology
DOI: 10.2352/J.ImagingSci.Technol.2021.65.5.050406

Approach for identification of geometry change on cultural heritage surface

Auteurs: Sunita Saha, Anna Duda-Maczuga, Athanasia Papanikolaou, Robert Sitnik
Publié dans: Electronic Imaging, 2021, Page(s) 064-1 - 064-6, ISSN 2470-1173
Éditeur: Society for Imaging Science and Technology
DOI: 10.2352/issn.2470-1173.2021.18.3dia-064

Semiautomatic Toolmark Classification in Chased Metals Using Surface Microtopography

Auteurs: Yoko Arteaga, Nicolas Mélard, Clotilde Boust, Jon Yngve Hardeberg, Dominique Robcis
Publié dans: Heritage, Numéro 5, 2022, ISSN 2571-9408
Éditeur: MDPI
DOI: 10.3390/heritage5040151

Next Best Light Position: A self configuring approach for the Reflectance Transformation Imaging acquisition process

Auteurs: Ramamoorthy Luxman, Marvin Nurit, Gaëtan Le Goïc, Franck Marzani, Alamin Mansouri
Publié dans: Electronic Imaging, 2021, Page(s) 132-1 - 132-6, ISSN 2470-1173
Éditeur: Society for Imaging Science and Technology
DOI: 10.2352/ISSN.2470-1173.2021.5.MAAP-132

Spatio-temporal monitoring of humidity induced 3D displacements and strains in mounted and unmounted parchments

Auteurs: Athanasia Papanikolaou; Dorota Dzik-Kruszelnicka; Malgorzata Kujawinska
Publié dans: Heritage Science, Vol 10, Iss 1, Pp 1-25 (2022), Numéro 20507445, 2022, Page(s) 1-25, ISSN 2050-7445
Éditeur: Springer Open
DOI: 10.1186/s40494-022-00648-y

An application independent review of multimodal 3D registration methods

Auteurs: E. Saiti, T. Theoharis
Publié dans: Computers & Graphics, Numéro 91, 2020, Page(s) 153-178, ISSN 0097-8493
Éditeur: Pergamon Press Ltd.
DOI: 10.1016/j.cag.2020.07.012

Adaption of Imaging Techniques for Monitoring Cultural Heritage Objects.

Auteurs: Amalia Siatou, Athanasia Papanikolaou & Evdokia Saiti
Publié dans: Adaption of Imaging Techniques for Monitoring Cultural Heritage Objects, Numéro 16, 2022, ISSN 2662-317X
Éditeur: Springer
DOI: 10.1007/978-3-031-03795-5_6

Manufacturing of ceramic venus figurine replica from a mold by combining traditional and digital technologies

Auteurs: Sunita Saha; Anna Tomkowska; Jacek Martusewicz; Robert Sitnik
Publié dans: Heritage Science, Numéro 11, 2023, ISSN 2050-7445
Éditeur: Springer
DOI: 10.1186/s40494-023-00870-2

Acquisition strategies for in-situ hyperspectral imaging of stained-glass windows: case studies from the Swiss National Museum

Auteurs: Agnese Babini; Tiziana Lombardo; Katharina Schmidt-Ott; Sony George; Jon Yngve Hardeberg
Publié dans: Heritage Science, Numéro 11, 2023, ISSN 2050-7445
Éditeur: Springer
DOI: 10.1186/s40494-023-00923-6

Metrological Evaluation of the Demosaicking Effect on Colour Digital Image Correlation with Application in Monitoring of Paintings

Auteurs: Papanikolaou, Athanasia; Garbat, Piotr; Kujawinska, Malgorzata
Publié dans: Sensors, Numéro 14248220, 2022, ISSN 1424-8220
Éditeur: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s22197359

ATSFCNN: a novel attention-based triple-stream fused CNN model for hyperspectral image classification

Auteurs: Jizhen Cai, Clotilde Boust, Alamin Mansouri
Publié dans: Machine Learning: Science and Technology, 2024, ISSN 2632-2153
Éditeur: Institute of Physics Publishing
DOI: 10.1088/2632-2153/ad1d05

New methodological approaches in Reflectance Transformation Imaging applications for conservation documentation of cultural heritage metal objects

Auteurs: Siatou, Amalia; Nurit, Marvin; Castro, Yuly; Le Goïc, Gaëtan; Brambilla, Laura; Degrigny, Christian; Mansouri, Alamin
Publié dans: Journal of Cultural Heritage, Numéro 58, 2022, ISSN 1296-2074
Éditeur: Elsevier Masson
DOI: 10.1016/j.culher.2022.10.011

Appearance-based evaluation of varnish removal methods in gilded surfaces

Auteurs: Yoko Arteaga; Diane Marchioni; Stephanie Courtier; Clotilde Boust; Jon Y. Hardeberg
Publié dans: Heritage Science, Numéro 11, 2023, ISSN 2050-7445
Éditeur: Springer
DOI: 10.1186/s40494-023-00868-w

Cross-time registration of 3D point clouds

Auteurs: Saiti, Evdokia; Danelakis, Antonios; Theoharis, Theoharis
Publié dans: Computers & Graphics, Numéro 00978493, 2021, Page(s) 139-152, ISSN 0097-8493
Éditeur: Pergamon Press Ltd.
DOI: 10.1016/j.cag.2021.07.005

An Experiment-based Comparative Analysis of Pigment Classification Algorithms using Hyperspectral Imaging

Auteurs: Mandal, Dipendra Jee; Pedersen, Marius; George, Sony; Deborah, Hilda; Boust, Clotilde
Publié dans: Journal of Imaging Science and Technology, Numéro 1, 2023, ISSN 1943-3522
Éditeur: Society for Imaging Science and Technology
DOI: 10.2352/J.ImagingSci.Technol.2023.67.3.030403

Comparison of Pigment Classification Algorithms on Non-Flat Surfaces using Hyperspectral Imaging

Auteurs: Dipendra J. Mandal, Marius Pedersen, Sony George, Clotilde Boust
Publié dans: JOURNAL OF IMAGING SCIENCE AND TECHNOLOGY, 2023, ISSN 1943-3522
Éditeur: Society for Imaging Science and Technology
DOI: 10.2352/j.imagingsci.technol.2023.67.5.050405

Book chapters (1)

Approach to Analysis the Surface Geometry Change in Cultural Heritage Objects

Auteurs: Sunita Saha, Piotr Foryś, Jacek Martusewicz, Robert Sitnik
Publié dans: Image and Signal Processing - 9th International Conference, ICISP 2020, Marrakesh, Morocco, June 4–6, 2020, Proceedings, Numéro 12119, 2020, Page(s) 3-13, ISBN 978-3-030-51934-6
Éditeur: Springer International Publishing
DOI: 10.1007/978-3-030-51935-3_1