Cultural Heritage Analysis for New GEnerations

Información del proyecto

CHANGE

Identificador del acuerdo de subvención: 813789

DOI

10.3030/813789

Proyecto cerrado

Fecha de la firma de la CE 30 Agosto 2018

Fecha de inicio 1 Mayo 2019

Fecha de finalización 30 Abril 2023

Financiado con arreglo a

• EXCELLENT SCIENCE - Marie Skłodowska-Curie Actions

Coste total

€ 4 068 821,16

Aportación de la UE

€ 4 068 821,16

Coordinado por

NORGES TEKNISK-NATURVITENSKAPELIGE UNIVERSITET NTNU
Norway

CORDIS proporciona enlaces a los documentos públicos y las publicaciones de los proyectos de los programas marco HORIZONTE.

Los enlaces a los documentos y las publicaciones de los proyectos del Séptimo Programa Marco, así como los enlaces a algunos tipos de resultados específicos, como conjuntos de datos y «software», se obtienen dinámicamente de OpenAIRE .

Resultado final

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

Publicaciones

Conference proceedings (20)

A Methodological Approach for Multi-Temporal Tracking of Silver Tarnishing

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

Extended Framework for Multispectral RTI

Autores: Yuly Castro, Amalia Siatou, Mattieu Rossé, Hermine Chatoux, Ramamoorthy Luxman, Gaëtan LeGoïc, Alamin Mansouri
Publicado en: Archiving Conference, 2022, Página(s) 55-61
Editor: 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

Autores: Agnese Babini, Sony George, Jon Yngve Hardeberg
Publicado en: SPIE Optical Metrology, 2021
Editor: SPIE Digital Library
DOI: 10.1117/12.2593735

Reflectance Transformation Imaging Feature Maps for Visual Documentation of Metal Objects

Autores: Siatou, Amalia; Alamin Mansouri; Degrigny, Christian; Le Goïc, Gaëtan; Brambilla, Laura; Nurit, Marvin
Publicado en: Proceedings of the Interim Meeting of the ICOM-CC Metals Working Group, Edición 5, 2022, ISBN 9782491997618
Editor: 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

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

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

Autores: Sunita Saha, Athanasia Papanikolaou, Jacek Martusewicz, Robert Sitnik
Publicado en: 2020 International Conference on Computational Performance Evaluation (ComPE), 2020, Página(s) 537-542, ISBN 978-1-7281-6644-5
Editor: IEEE
DOI: 10.1109/compe49325.2020.9200041

Multi-scale Painter Classification

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

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

Autores: Sunita Saha, Amalia Siatou, Robert Sitnik
Publicado en: SPIE Optical Metrology, 2021
Editor: SPIE Digital Library
DOI: 10.1117/12.2592387

Image enhancement dataset for evaluation of image quality metrics

Autores: Kadyrova, Altynay; Pedersen, Marius; Ahmad, Bilal; Mandal, Dipendra J.; Nguyen, Mathieu; Zimmerman, Pauline Hardeberg
Publicado en: Int'l. Symp. on Electronic Imaging: Image Quality and System Performance (EI2022), 2022
Editor: 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

Autores: Sunita Saha, Robert Sitnik
Publicado en: Electronic Imaging, 2022
Editor: 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

Autores: Russo, Silvia; Joseph, Edith; Thomas, Jean Baptiste; Brambilla, Laura
Publicado en: Proceedings of the Interim Meeting of the ICOM-CC Metals Working Group, Edición 5, 2022, ISBN 9782491997618
Editor: ICOM-CC
DOI: 10.5281/zenodo.7701577

Appearance segmentation and documentation applied to cultural heritage surfaces

Autores: Sunita Saha, Amalia Siatou, Christian Degrigny, Alamin Mansouri, Robert Sitnik
Publicado en: Proceedings Electronic Imaging, 2023
Editor: Society for Imaging Science and Technology
DOI: 10.2352/ei.2023.35.17.3dia-101

Extending the Unmixing methods to Multispectral Images

Autores: Jizhen Cai, Hermine Chatoux, Clotilde Boust, Alamin Mansouri
Publicado en: Colour and Imaging Conference, 2021
Editor: 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

Autores: Arteaga, Yoko; Sole, Aditya Suneel; Hardeberg, Jon Yngve; Boust, Clotilde
Publicado en: CEUR Workshop Proceedings, Edición 3, 2022, ISSN 1613-0073
Editor: CEUR
DOI: 10.5281/zenodo.7543975

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

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

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

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

Evaluation of Text Legibility in Alternative Imaging Approaches to Microfiche Digitization

Autores: Hilda Deborah; Dipendra J. Mandal
Publicado en: Archiving Conference, 2021, Página(s) 96-101
Editor: 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

Autores: Yoko Arteaga, Clotilde Boust, Angèle Dequier, Jon Yngve Hardeberg
Publicado en: Color and Imaging Conference, 2021, Página(s) 294-299(6)
Editor: 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

Autores: Papanikolaou, Athanasia; Garbat, Piotr; Kujawinska, Malgorzata
Publicado en: SPIE Optical Metrology, 2021
Editor: SPIE Digital Library
DOI: 10.1117/12.2592549

Comparison of Linear Unmixing Methods on Paintings Data Set

Autores: CAI, Jizhen; Chatoux, Hermine; Boust, Clotilde; Mansouri, Alamin
Publicado en: ORASIS 2021, Centre National de la Recherche Scientifique [CNRS], Sep 2021, Saint Ferréol, France, 2021
Editor: 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

Autores: David Lewis, Marvin Nurit, Hermine Chatoux, Fabrice Meriaudeau, Alamin Mansouri
Publicado en: Electronic Imaging, 2021, Página(s) 063-1 - 063-6, ISSN 2470-1173
Editor: 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

Autores: Athanasia Papanikolaou, Dorota Dzik-Kruszelnicka, Sunita Saha, Malgorzata Kujawinska
Publicado en: Electronic Imaging, 2021, Página(s) 065-1 - 065-7, ISSN 2470-1173
Editor: 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

Autores: Agnese Babini, Phil Green, Sony George, Jon Yngve Hardeberg
Publicado en: Heritage, Edición 25719408, 2022, Página(s) 1401-1418, ISSN 2571-9408
Editor: MDPI
DOI: 10.3390/heritage5030073

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

Autores: Agnese Babini, Sony George, Tiziana Lombardo, Jon Yngve Hardeberg
Publicado en: London Imaging Meeting, Edición 2020/1, 2020, Página(s) 109-113, ISSN 2694-118X
Editor: 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

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

Segmentation of Change in Surface Geometry Analysis for Cultural Heritage Applications

Autores: Sunita Saha; Jacek Martusewicz; Noëlle L. W. Streeton; Robert Sitnik
Publicado en: Sensors, Vol 21, Iss 4899, p 4899 (2021), Edición 14248220, 2021, ISSN 1424-8220
Editor: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s21144899

Multimodal registration across 3D point clouds and CT-volumes

Autores: Saiti, Evdokia; Theoharis Theoharis
Publicado en: Computers & Graphics, Edición 18737684, 2022, Página(s) 259-266, ISSN 1873-7684
Editor: Elsevier
DOI: 10.1016/j.cag.2022.06.012

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

Autores: Cutajar, Jan Dariusz; Babini, Agnese; Deborah, Hilda; Hardeberg, Jon Yngve; Joseph, Edith; Tine Frøysaker
Publicado en: Studies in Conservation, Edición 20470584, 2022, ISSN 2047-0584
Editor: Routledge
DOI: 10.1080/00393630.2022.2054617

SHREC 2020: Retrieval of digital surfaces with similar geometric reliefs

Autores: 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
Publicado en: Computers & Graphics, Edición 91, 2020, Página(s) 199-218, ISSN 0097-8493
Editor: Pergamon Press Ltd.
DOI: 10.1016/j.cag.2020.07.011

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

Autores: Saha, Sunita; Siatou, Amalia; Mansouri, Alamin; Sitnik, Robert
Publicado en: Heritage Science, Edición 20507445, 2022, ISSN 2050-7445
Editor: SpringerOpen
DOI: 10.1186/s40494-022-00813-3

Influence of Acquisition Parameters on Pigment Classification using Hyperspectral Imaging

Autores: Mandal, Dipendra J.; George, Sony; Pedersen, Marius; Boust, Clotilde
Publicado en: Journal of Imaging Science and Technology, Edición 65, 2021, Página(s) 50406, ISSN 1943-3522
Editor: 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

Autores: Sunita Saha, Anna Duda-Maczuga, Athanasia Papanikolaou, Robert Sitnik
Publicado en: Electronic Imaging, 2021, Página(s) 064-1 - 064-6, ISSN 2470-1173
Editor: 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

Autores: Yoko Arteaga, Nicolas Mélard, Clotilde Boust, Jon Yngve Hardeberg, Dominique Robcis
Publicado en: Heritage, Edición 5, 2022, ISSN 2571-9408
Editor: MDPI
DOI: 10.3390/heritage5040151

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

Autores: Ramamoorthy Luxman, Marvin Nurit, Gaëtan Le Goïc, Franck Marzani, Alamin Mansouri
Publicado en: Electronic Imaging, 2021, Página(s) 132-1 - 132-6, ISSN 2470-1173
Editor: 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

Autores: Athanasia Papanikolaou; Dorota Dzik-Kruszelnicka; Malgorzata Kujawinska
Publicado en: Heritage Science, Vol 10, Iss 1, Pp 1-25 (2022), Edición 20507445, 2022, Página(s) 1-25, ISSN 2050-7445
Editor: Springer Open
DOI: 10.1186/s40494-022-00648-y

An application independent review of multimodal 3D registration methods

Autores: E. Saiti, T. Theoharis
Publicado en: Computers & Graphics, Edición 91, 2020, Página(s) 153-178, ISSN 0097-8493
Editor: Pergamon Press Ltd.
DOI: 10.1016/j.cag.2020.07.012

Adaption of Imaging Techniques for Monitoring Cultural Heritage Objects.

Autores: Amalia Siatou, Athanasia Papanikolaou & Evdokia Saiti
Publicado en: Adaption of Imaging Techniques for Monitoring Cultural Heritage Objects, Edición 16, 2022, ISSN 2662-317X
Editor: 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

Autores: Sunita Saha; Anna Tomkowska; Jacek Martusewicz; Robert Sitnik
Publicado en: Heritage Science, Edición 11, 2023, ISSN 2050-7445
Editor: 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

Autores: Agnese Babini; Tiziana Lombardo; Katharina Schmidt-Ott; Sony George; Jon Yngve Hardeberg
Publicado en: Heritage Science, Edición 11, 2023, ISSN 2050-7445
Editor: 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

Autores: Papanikolaou, Athanasia; Garbat, Piotr; Kujawinska, Malgorzata
Publicado en: Sensors, Edición 14248220, 2022, ISSN 1424-8220
Editor: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s22197359

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

Autores: Jizhen Cai, Clotilde Boust, Alamin Mansouri
Publicado en: Machine Learning: Science and Technology, 2024, ISSN 2632-2153
Editor: 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

Autores: Siatou, Amalia; Nurit, Marvin; Castro, Yuly; Le Goïc, Gaëtan; Brambilla, Laura; Degrigny, Christian; Mansouri, Alamin
Publicado en: Journal of Cultural Heritage, Edición 58, 2022, ISSN 1296-2074
Editor: Elsevier Masson
DOI: 10.1016/j.culher.2022.10.011

Appearance-based evaluation of varnish removal methods in gilded surfaces

Autores: Yoko Arteaga; Diane Marchioni; Stephanie Courtier; Clotilde Boust; Jon Y. Hardeberg
Publicado en: Heritage Science, Edición 11, 2023, ISSN 2050-7445
Editor: Springer
DOI: 10.1186/s40494-023-00868-w

Cross-time registration of 3D point clouds

Autores: Saiti, Evdokia; Danelakis, Antonios; Theoharis, Theoharis
Publicado en: Computers & Graphics, Edición 00978493, 2021, Página(s) 139-152, ISSN 0097-8493
Editor: Pergamon Press Ltd.
DOI: 10.1016/j.cag.2021.07.005

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

Autores: Mandal, Dipendra Jee; Pedersen, Marius; George, Sony; Deborah, Hilda; Boust, Clotilde
Publicado en: Journal of Imaging Science and Technology, Edición 1, 2023, ISSN 1943-3522
Editor: 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

Autores: Dipendra J. Mandal, Marius Pedersen, Sony George, Clotilde Boust
Publicado en: JOURNAL OF IMAGING SCIENCE AND TECHNOLOGY, 2023, ISSN 1943-3522
Editor: 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

Autores: Sunita Saha, Piotr Foryś, Jacek Martusewicz, Robert Sitnik
Publicado en: Image and Signal Processing - 9th International Conference, ICISP 2020, Marrakesh, Morocco, June 4–6, 2020, Proceedings, Edición 12119, 2020, Página(s) 3-13, ISBN 978-3-030-51934-6
Editor: Springer International Publishing
DOI: 10.1007/978-3-030-51935-3_1