Cultural Heritage Analysis for New GEnerations

Project Information

CHANGE

Grant agreement ID: 813789

DOI 10.3030/813789

Project closed

EC signature date 30 August 2018

Start date 1 May 2019

End date 30 April 2023

Funded under

• EXCELLENT SCIENCE - Marie Skłodowska-Curie Actions

Total cost € 4 068 821,16

EU contribution € 4 068 821,16

Coordinated by

NORGES TEKNISK-NATURVITENSKAPELIGE UNIVERSITET NTNU
Norway

Deliverables

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

Author(s): Amalia Siatou, Yuly Castro, Marvin Nurit, Hermine Chatoux, Gaetan le Goïc, Christian Degrigny, Laura Brambilla, Alamin Mansouri
Published in: the 4th ACM International workshop on Structuring and Understanding of Multimedia heritAge Contents, 2022
Publisher: Association for Computing Machinery
DOI: 10.1145/3552464.3555686

Extended Framework for Multispectral RTI

Author(s): Yuly Castro, Amalia Siatou, Mattieu Rossé, Hermine Chatoux, Ramamoorthy Luxman, Gaëtan LeGoïc, Alamin Mansouri
Published in: Archiving Conference, 2022, Page(s) 55-61
Publisher: 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

Author(s): Agnese Babini, Sony George, Jon Yngve Hardeberg
Published in: SPIE Optical Metrology, 2021
Publisher: SPIE Digital Library
DOI: 10.1117/12.2593735

Reflectance Transformation Imaging Feature Maps for Visual Documentation of Metal Objects

Author(s): Siatou, Amalia; Alamin Mansouri; Degrigny, Christian; Le Goïc, Gaëtan; Brambilla, Laura; Nurit, Marvin
Published in: Proceedings of the Interim Meeting of the ICOM-CC Metals Working Group, Issue 5, 2022, ISBN 9782491997618
Publisher: 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

Author(s): Saha, Sunita; Lewis, David; Sitnik, Robert
Published in: the 4th ACM International workshop on Structuring and Understanding of Multimedia heritAge Contents, 2022
Publisher: Association for Computing Machinery
DOI: 10.1145/3552464.3555685

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

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

Multi-scale Painter Classification

Author(s): Irina Mihaela Ciortan, Yoko Arteaga, Sony George & Jon Yngve Hardeberg
Published in: Florence Heri-Tech 2022: The Future of Heritage Science and Technologies: ICT and Digital Heritage, 2022
Publisher: Springer
DOI: 10.1007/978-3-031-20302-2_12

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

Author(s): Sunita Saha, Amalia Siatou, Robert Sitnik
Published in: SPIE Optical Metrology, 2021
Publisher: SPIE Digital Library
DOI: 10.1117/12.2592387

Image enhancement dataset for evaluation of image quality metrics

Author(s): Kadyrova, Altynay; Pedersen, Marius; Ahmad, Bilal; Mandal, Dipendra J.; Nguyen, Mathieu; Zimmerman, Pauline Hardeberg
Published in: Int'l. Symp. on Electronic Imaging: Image Quality and System Performance (EI2022), 2022
Publisher: 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

Author(s): Sunita Saha, Robert Sitnik
Published in: Electronic Imaging, 2022
Publisher: 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

Author(s): Russo, Silvia; Joseph, Edith; Thomas, Jean Baptiste; Brambilla, Laura
Published in: Proceedings of the Interim Meeting of the ICOM-CC Metals Working Group, Issue 5, 2022, ISBN 9782491997618
Publisher: ICOM-CC
DOI: 10.5281/zenodo.7701577

Appearance segmentation and documentation applied to cultural heritage surfaces

Author(s): Sunita Saha, Amalia Siatou, Christian Degrigny, Alamin Mansouri, Robert Sitnik
Published in: Proceedings Electronic Imaging, 2023
Publisher: Society for Imaging Science and Technology
DOI: 10.2352/ei.2023.35.17.3dia-101

Extending the Unmixing methods to Multispectral Images

Author(s): Jizhen Cai, Hermine Chatoux, Clotilde Boust, Alamin Mansouri
Published in: Colour and Imaging Conference, 2021
Publisher: 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

Author(s): Arteaga, Yoko; Sole, Aditya Suneel; Hardeberg, Jon Yngve; Boust, Clotilde
Published in: CEUR Workshop Proceedings, Issue 3, 2022, ISSN 1613-0073
Publisher: CEUR
DOI: 10.5281/zenodo.7543975

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

Author(s): Agnese Babini, Sony George, Tiziana Lombardo & Jon Yngve Hardeberg
Published in: Florence Heri-Tech 2022: The Future of Heritage Science and Technologies: ICT and Digital Heritage, 2022
Publisher: Springer
DOI: 10.1007/978-3-031-20302-2_5

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

Author(s): Deepshikha Sharma, Ulrike Rothenhaeusler, Katharina Schmidt-Ott, Marvin Nurit, Yuly Castro Cartagena, Gaetan Le-Goic, Edith Joseph, Sony George & Tiziana Lombardo
Published in: The future of Heritage Science and Technologies, 2022
Publisher: Springer
DOI: 10.1007/978-3-031-17594-7_27

Evaluation of Text Legibility in Alternative Imaging Approaches to Microfiche Digitization

Author(s): Hilda Deborah; Dipendra J. Mandal
Published in: Archiving Conference, 2021, Page(s) 96-101
Publisher: 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

Author(s): Yoko Arteaga, Clotilde Boust, Angèle Dequier, Jon Yngve Hardeberg
Published in: Color and Imaging Conference, 2021, Page(s) 294-299(6)
Publisher: 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

Author(s): Papanikolaou, Athanasia; Garbat, Piotr; Kujawinska, Malgorzata
Published in: SPIE Optical Metrology, 2021
Publisher: SPIE Digital Library
DOI: 10.1117/12.2592549

Comparison of Linear Unmixing Methods on Paintings Data Set

Author(s): CAI, Jizhen; Chatoux, Hermine; Boust, Clotilde; Mansouri, Alamin
Published in: ORASIS 2021, Centre National de la Recherche Scientifique [CNRS], Sep 2021, Saint Ferréol, France, 2021
Publisher: Centre National de la Recherche Scientifique (CNRS)
DOI: 10.5281/zenodo.5533519

Peer reviewed articles (24)

An automated adaptive focus pipeline for reflectance transformation imaging

Author(s): David Lewis, Marvin Nurit, Hermine Chatoux, Fabrice Meriaudeau, Alamin Mansouri
Published in: Electronic Imaging, 2021, Page(s) 063-1 - 063-6, ISSN 2470-1173
Publisher: 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

Author(s): Athanasia Papanikolaou, Dorota Dzik-Kruszelnicka, Sunita Saha, Malgorzata Kujawinska
Published in: Electronic Imaging, 2021, Page(s) 065-1 - 065-7, ISSN 2470-1173
Publisher: 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

Author(s): Agnese Babini, Phil Green, Sony George, Jon Yngve Hardeberg
Published in: Heritage, Issue 25719408, 2022, Page(s) 1401-1418, ISSN 2571-9408
Publisher: MDPI
DOI: 10.3390/heritage5030073

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

Author(s): Agnese Babini, Sony George, Tiziana Lombardo, Jon Yngve Hardeberg
Published in: London Imaging Meeting, Issue 2020/1, 2020, Page(s) 109-113, ISSN 2694-118X
Publisher: 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

Author(s): Luxman, Ramamoorthy; Castro, Yuly Emilia; Chatoux, Hermine; Nurit, Marvin; Siatou, Amalia; Le Goïc, Gaëtan; Brambilla, Laura; Degrigny, Christian; Marzani, Franck; Mansouri, Alamin
Published in: Journal of Imaging, Issue 2313433X, 2022, ISSN 2313-433X
Publisher: MDPI
DOI: 10.3390/jimaging8050134

Segmentation of Change in Surface Geometry Analysis for Cultural Heritage Applications

Author(s): Sunita Saha; Jacek Martusewicz; Noëlle L. W. Streeton; Robert Sitnik
Published in: Sensors, Vol 21, Iss 4899, p 4899 (2021), Issue 14248220, 2021, ISSN 1424-8220
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s21144899

Multimodal registration across 3D point clouds and CT-volumes

Author(s): Saiti, Evdokia; Theoharis Theoharis
Published in: Computers & Graphics, Issue 18737684, 2022, Page(s) 259-266, ISSN 1873-7684
Publisher: Elsevier
DOI: 10.1016/j.cag.2022.06.012

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

Author(s): Cutajar, Jan Dariusz; Babini, Agnese; Deborah, Hilda; Hardeberg, Jon Yngve; Joseph, Edith; Tine Frøysaker
Published in: Studies in Conservation, Issue 20470584, 2022, ISSN 2047-0584
Publisher: Routledge
DOI: 10.1080/00393630.2022.2054617

SHREC 2020: Retrieval of digital surfaces with similar geometric reliefs

Author(s): 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
Published in: Computers & Graphics, Issue 91, 2020, Page(s) 199-218, ISSN 0097-8493
Publisher: Pergamon Press Ltd.
DOI: 10.1016/j.cag.2020.07.011

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

Author(s): Saha, Sunita; Siatou, Amalia; Mansouri, Alamin; Sitnik, Robert
Published in: Heritage Science, Issue 20507445, 2022, ISSN 2050-7445
Publisher: SpringerOpen
DOI: 10.1186/s40494-022-00813-3

Influence of Acquisition Parameters on Pigment Classification using Hyperspectral Imaging

Author(s): Mandal, Dipendra J.; George, Sony; Pedersen, Marius; Boust, Clotilde
Published in: Journal of Imaging Science and Technology, Issue 65, 2021, Page(s) 50406, ISSN 1943-3522
Publisher: 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

Author(s): Sunita Saha, Anna Duda-Maczuga, Athanasia Papanikolaou, Robert Sitnik
Published in: Electronic Imaging, 2021, Page(s) 064-1 - 064-6, ISSN 2470-1173
Publisher: 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

Author(s): Yoko Arteaga, Nicolas Mélard, Clotilde Boust, Jon Yngve Hardeberg, Dominique Robcis
Published in: Heritage, Issue 5, 2022, ISSN 2571-9408
Publisher: MDPI
DOI: 10.3390/heritage5040151

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

Author(s): Ramamoorthy Luxman, Marvin Nurit, Gaëtan Le Goïc, Franck Marzani, Alamin Mansouri
Published in: Electronic Imaging, 2021, Page(s) 132-1 - 132-6, ISSN 2470-1173
Publisher: 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

Author(s): Athanasia Papanikolaou; Dorota Dzik-Kruszelnicka; Malgorzata Kujawinska
Published in: Heritage Science, Vol 10, Iss 1, Pp 1-25 (2022), Issue 20507445, 2022, Page(s) 1-25, ISSN 2050-7445
Publisher: Springer Open
DOI: 10.1186/s40494-022-00648-y

An application independent review of multimodal 3D registration methods

Author(s): E. Saiti, T. Theoharis
Published in: Computers & Graphics, Issue 91, 2020, Page(s) 153-178, ISSN 0097-8493
Publisher: Pergamon Press Ltd.
DOI: 10.1016/j.cag.2020.07.012

Adaption of Imaging Techniques for Monitoring Cultural Heritage Objects.

Author(s): Amalia Siatou, Athanasia Papanikolaou & Evdokia Saiti
Published in: Adaption of Imaging Techniques for Monitoring Cultural Heritage Objects, Issue 16, 2022, ISSN 2662-317X
Publisher: 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

Author(s): Sunita Saha; Anna Tomkowska; Jacek Martusewicz; Robert Sitnik
Published in: Heritage Science, Issue 11, 2023, ISSN 2050-7445
Publisher: 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

Author(s): Agnese Babini; Tiziana Lombardo; Katharina Schmidt-Ott; Sony George; Jon Yngve Hardeberg
Published in: Heritage Science, Issue 11, 2023, ISSN 2050-7445
Publisher: 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

Author(s): Papanikolaou, Athanasia; Garbat, Piotr; Kujawinska, Malgorzata
Published in: Sensors, Issue 14248220, 2022, ISSN 1424-8220
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s22197359

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

Author(s): Siatou, Amalia; Nurit, Marvin; Castro, Yuly; Le Goïc, Gaëtan; Brambilla, Laura; Degrigny, Christian; Mansouri, Alamin
Published in: Journal of Cultural Heritage, Issue 58, 2022, ISSN 1296-2074
Publisher: Elsevier Masson
DOI: 10.1016/j.culher.2022.10.011

Appearance-based evaluation of varnish removal methods in gilded surfaces

Author(s): Yoko Arteaga; Diane Marchioni; Stephanie Courtier; Clotilde Boust; Jon Y. Hardeberg
Published in: Heritage Science, Issue 11, 2023, ISSN 2050-7445
Publisher: Springer
DOI: 10.1186/s40494-023-00868-w

Cross-time registration of 3D point clouds

Author(s): Saiti, Evdokia; Danelakis, Antonios; Theoharis, Theoharis
Published in: Computers & Graphics, Issue 00978493, 2021, Page(s) 139-152, ISSN 0097-8493
Publisher: Pergamon Press Ltd.
DOI: 10.1016/j.cag.2021.07.005

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

Author(s): Mandal, Dipendra Jee; Pedersen, Marius; George, Sony; Deborah, Hilda; Boust, Clotilde
Published in: Journal of Imaging Science and Technology, Issue 1, 2023, ISSN 1943-3522
Publisher: Society for Imaging Science and Technology
DOI: 10.2352/J.ImagingSci.Technol.2023.67.3.030403

Book chapters (1)

Approach to Analysis the Surface Geometry Change in Cultural Heritage Objects

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