Publications

Arteaga, Y., C. Boust, J. Y. Hardeberg (2023). Measuring and modelling the appearance of gilded surfaces: applications in conservation and restoration. Archiving 2023. Society for Imaging Science and Technology.

Saiti, E., T. Theoharis (2023). A Pipeline for Monitoring the External and Inner Structure of Cultural Heritage Objects. Archiving 2023. Society for Imaging Science and Technology

Cutajar, J. D. et. al. (2023). Spectral- and image-based documentation metrics for the evaluation of conservation cleaning treatments. Archiving 2023. Society for Imaging Science and Technology

Siatou, A. et al. (2023) Reflectance Transformation Imaging (RTI) data analysis for change detection. Application to monitoring protective coating failure on low carbon steel. Archiving 2023. Society for Imaging and Technology.

Marrocchesi, A. R. G. Erdmann (2024) Empowering Cultural Heritage Photography A Low-Cost, Automated, Open-Source Approach. AHM Conference 2024: ‘Heritage, Memory and Material Culture: Research-Teaching-Society Nexus’. Amsterdam University Press. Doi: 10.5117/9789048567638/AHM.2024

Marrocchesi, A. R. G. Erdmann (2023) "A Lens Characterization Method for Low-budget High-quality Museum Photography"  in Archiving Conference,  2023,  pp 121 - 125,  Doi: 10.2352/issn.2168-3204.2023.20.1.26

Sharma, D., Schmidt-Ott, K., Rothenhäusler, U. et al. (2024) Application of hyperspectral imaging for characterization of VOC-induced historical glass corrosion. Eur. Phys. J. Plus 139, 245 (2024). Doi: 10.1140/epjp/s13360-024-05009-1

Cai, J., C. Boust and A. Mansouri (2024) "An expert-Inspired Multimodal Methodology for Pigment Identification in Art Paintings," 2023 13th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing (WHISPERS), Athens, Greece, 2023, pp. 1-5, doi: 10.1109/WHISPERS61460.2023.10430714.

Cai, J., C. Boust, A. Mansouri (2024) ATSFCNN: a novel attention-based triple-stream fused CNN model for hyperspectral image classification. In: Machine Learning: Science and Technology, vol. 5, 1.. Doi: 10.1088/2632-2153/ad1d05

Lewis, D.A., Chatoux, H. & Mansouri (2024) A. SFF-RTI: an active multi-light approach to shape from focus. Vis Comput 40, 2067–2079 (2024). Doi: 10.1007/s00371-023-02902-1

Papanikolaou, A., S. George, A. S. Sole, G. Trumpy, M. Kujawinska (2023) "Multimodal Measurement of Parchment Using a Custom 3D Scanner"  in Archiving Conference,  2023,  pp 7 - 11,  Doi: 10.2352/issn.2168-3204.2023.20.1.2

Luxman, R., H. Chatoux, G. Le Goïc, J.Y. Hardeberg, F. Marzani, A. Mansouri (2023) "A Benchmark Dataset and Evaluation for Best Light Configuration in Reflectance Transformation Imaging"  in Archiving Conference,  2023,  pp 75 - 81, Doi: 10.2352/issn.2168-3204.2023.20.1.15

Sharma, D., M. Nurit, U. Rothenhäusler, K. Schmidt-Ott, E. Joseph, S. George, T. Lombardo (2023) "Application of Reflectance Transformation Imaging for Visualizing Early Signs of Corrosion in Historical Glass Corrosion"  in Archiving Conference,  2023,  pp 143 - 148,  Doi: 10.2352/issn.2168-3204.2023.20.1.30

Mandal, D. J., H. Deborah, S. George and J. Y. Hardeberg (2023) "Unsupervised Clustering for Works of Art Using Hyperspectral Imaging: A Case Study on Edvard Munch’s Self-Portrait (1905)," 2023 13th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing (WHISPERS), Athens, Greece, 2023, pp. 1-5, doi: 10.1109/WHISPERS61460.2023.10430604.

Mandal, D. J., M. Pedersen, S. George, C. Boust (2023) "Comparison of Pigment Classification Algorithms on Non-Flat Surfaces using Hyperspectral Imaging"  in Journal of Imaging Science and Technology,  2023,  pp 1 - 25,  Doi: 10.2352/J.ImagingSci.Technol.2023.67.5.050405

Mandal, D. J., H. Deborah, M. Pedersen (2023) Subjective Quality Evaluation of Alternative Imaging Techniques for Microfiche Digitization. Journal of Cultural Heritage, Vol. 63, pp. 81-89, Doi: 10.1016/j.culher.2023.07.014.

Babini, A., T. Lombardo, K. Schmidt-Ott et al. (2023) Acquisition strategies for in-situ hyperspectral imaging of stained-glass windows: case studies from the Swiss National Museum. Herit Sci 11, 74. Doi: 10.1186/s40494-023-00923-6

Mandal, D. J.,  M.Pedersen, S. George, H. Deborah, C. Boust (2023) "An Experiment-based Comparative Analysis of Pigment Classification Algorithms using Hyperspectral Imaging"  in Journal of Imaging Science and Technology,  2023,  pp 030403-1 - 030403-18,  Doi: 10.2352/J.ImagingSci.Technol.2023.67.3.030403

Sharma, D. et al. (2023). Monitoring and Understanding VOC Induced Glass Corrosion Using Multi-modal Imaging Techniques. In: Furferi, R., Governi, L., Volpe, Y., Gherardini, F., Seymour, K. (eds) The Future of Heritage Science and Technologies. Florence Heri-Tech 2022. Lecture Notes in Mechanical Engineering. Springer, Cham. Doi: 10.1007/978-3-031-17594-7_27

Arteaga, Y., D. Marchioni, S. Courtier, et al. (2023) Appearance-based evaluation of varnish removal methods in gilded surfaces. Herit Sci 11, 31. Doi: 10.1186/s40494-023-00868-w

Saha, S., A. Siatou, C. Degrigny, A. Mansouri, R. Sitnik (2023) Appearance segmentation and documentation applied to cultural heritage surfaces  in Electronic Imaging, pp 101-1 - 101-6, Doi: 10.2352/EI.2023.35.17.3DIA-101

Saha, S., A. Tomkowska, J. Martusewicz, R. Sitnik (2023). Manufacturing of ceramic venus figurine replica from a mold by combining traditional and digital technologies. Herit Sci 11, 26 . Doi: 10.1186/s40494-023-00870-2

Siatou, A. et al. (2022) New methodological approaches in Reflectance Transformation Imaging applications for conservation documentation of cultural heritage metal objects, Journal of Cultural Heritage, 58, pp. 274-283. doi: 10.1016/j.culher.2022.10.011.

Kadyrova, A., M. Pedersen, B. Ahmad, D. Mandal, M. Nguyen, P. H. Zimmermann. (2022) Image enhancement dataset for evaluation of image quality metrics. IS&T International Symposium on Electronic Imaging Science and Technology. Vol. 34.

Siatou, A (2022) Reflectance transformation Imaging features maps applied for condition assessment of metal objects. ICOM-CC Metal 2022, Helsinki, Finland, 5-9 September 2022.

Castro, Y. A. Siatou, M. Rossé, H. Chatoux, R. Luxman, et al. (2022) Extended Framework for Multispectral RTI. Archiving Conference, Society for Imaging Science and Technology Publisher Location: IS&T 7003 Kilworth Lane, Springfield, VA22151 USA, 2022, Springfield, United States. pp.56-61, 10.2352/ issn.2168-3204.2022.19.1.12. hal-03836363

Russo, S., E. Joseph, J. B. Thomas, L. Brambilla (2022) Revealing the degradation patterns: imaging techniques for the study of the formation of metal soaps on painted metal objects, ICOM-CC Metal 2022, Helsinki, Finland, 5-9 September 2022.

Siatou, A., Papanikolaou, A., Saiti, E. (2022). Adaption of Imaging Techniques for Monitoring Cultural Heritage Objects. In: Osman, A., Moropoulou, A. (eds) Advanced Nondestructive and Structural Techniques for Diagnosis, Redesign and Health Monitoring for the Preservation of Cultural Heritage. Springer Proceedings in Materials, vol 16. Springer, Cham. Doi: 10.1007/978-3-031-03795-5_6

Ciortan, I. M., Arteaga, Y., George, S., & Hardeberg, J. Y. (2022). Multi-scale Painter Classification. In International Conference Florence Heri-Tech: the Future of Heritage Science and Technologies(pp. 150-162). Springer, Cham.

Arteaga, Y., Mélard, N., Boust, C., Hardeberg, J. Y., & Robcis, D. (2022). Semiautomatic Toolmark Classification in Chased Metals Using Surface Microtopography. Heritage, 5(4), 2922-2943.

Arteaga, Y., Sole, A. S., Hardeberg, J. Y., & Boust, C. (2022). Characterising appearance of gold foils and gilding in conservation and restoration. In Colour and Visual Computing Symposium. CEUR.

Babini, A., S. George, T. Lombardo, J. Y. Hardeberg (2022) A Portable Set up for Hyperspectral Imaging of Stained-Glass Panels. In: Furferi, R., Governi, L., Volpe, Y., Seymour, K., Pelagotti, A., Gherardini, F. (eds) The Future of Heritage Science and Technologies: ICT and Digital Heritage. Florence Heri-Tech 2022. Communications in Computer and Information Science, vol 1645. Springer, Cham. https://doi.org/10.1007/978-3-031-20302-2_5

Siatou, A.,  Y. Castro, M. Nurit, H. Chatoux, G. le Goïc, C. Degrigny, L. Brambilla, A. Mansouri (2022) A Methodological Approach for Multi-Temporal Tracking of Silver Tarnishing. the, 4th ACM International workshop on Structuring and Understanding of Multimedia heritAge Contents. Association for Computing Machinery. Doi: 10.1145/3552464.3555686

Saha, S., A. Siatou, A. Mansouri, R. Sitnik (2022) Supervised segmentation of RTI appearance attributes for change detection on cultural heritage surfaces, Heritage Science, 10(1), pp. 173. doi: 10.1186/s40494-022-00813-3.

Saha, S., D. Lewis, R. Sitnik (2022) Approach to Identification of Changes from Local Surface Normal Analysis of RTI Data in Application to Cultural Heritage. the 4th ACM International workshop on Structuring and Understanding of Multimedia heritAge Contents. Association for Computing Machinery. Doi: 10.1145/3552464.3555685

Papanikolaou, A., P. Garbat, and M. Kujawinska (2022) Metrological Evaluation of the Demosaicking Effect on Colour Digital Image Correlation with Application in Monitoring of Paintings, Sensors, vol. 22, no. 19, p. 7359, 2022. [Online].

Saiti, E., T. Theoharis (2022) Multimodal registration across 3D point clouds and CT-volumes. Computers & Graphics, Vo. 106, 2022, p. 259-266. Doi: 10.1016/j.cag.2022.06.012

Babini, A., P. Green, S. George, J. Y. Hardeberg (2022). Comparison of Hyperspectral Imaging and Fiber-Optic Reflectance Spectroscopy for Reflectance and Transmittance Measurements of Colored Glass. Heritage, vol. 5, no. 3, pp. 1401-1419, 2022. DOI: 10.3390/heritage5030073

Saha, S, R. Sitnik (2022) Segmentation in application to deformation analysis of cultural heritage surfaces. Proc. IS&T Int’l. Symp. on Electronic Imaging: 3D Imaging and Applications, 2022, pp 213-1 - 213-5, Doi: 10.2352/EI.2022.34.17.3DIA-213

Papanikolaou, A., D. Dzik-Kruszelnicka, M. Kujawinska (2022) Spatio-temporal monitoring of humidity induced 3D displacements and strains in mounted and unmounted parchments. Heritage Science 2022 Vol. 10, Issue 1, p. 15. DOI: 10.1186/s40494-022-00648-y

Luxman, R., Y. E. Castro, H. Chatoux, M. Nurvit, A. Siatou, G. Le Goic, L. Brambilla, C. Degrigny, F. Marzani, A. Mansouri (2022). LightBot: A Multi-Light Position Robotic Acquisition System for Adaptive Capturing of Cultural Heritage Surfaces. Journal of Imaging 2022. Vol. 8 Issue 5 p. 134. doi:10.3390/jimaging8050134

Cutajar, J., A. Babini, H. Deborah, J. Y. Hardeberg, E. Joseph, T. Frøysaker (2022). Hyperspectral Imaging Analyses of Cleaning Tests on Edvard Munch's Monumental Aula Paintings. Studies in Conservation. https://doi.org/10.1080/00393630.2022.2054617

Deborah, H., D. J. Mandal (2021) Evaluation of Text Legibility in Alternative Imaging Approaches to Microfiche Digitization. Proc. IS&T Archiving 2021, 2021, pp 96 - 101, Doi: 10.2352/issn.2168-3204.2021.1.0.22

Arteaga, Y., C. Boust, A. Dequier, J. Y. Hardeberg (2021). Image-based goniometric appearance characterisation of bronze patinas.  29th Color and Imaging Conference Final Program and Proceedings, pp. 294-299(6). Society for Imaging Science and Technology. https://doi.org/10.2352/issn.2169-2629.2021.29.311

Cai, J., H. Chatoux, C. Boust, A. Mansouri (2021). Extending the Unmixing methods to Multispectral Images.  29th Color and Imaging Conference Final Program and Proceedings, pp. 311-316(6). Society for Imaging Science and Technology. https://doi.org/10.2352/issn.2169-2629.2021.29.311

Mandal, D., S. George, M. Pedersen, C. Boust (2021): Influence of Acquisition Parameters on Pigment Classification using Hyperspectral Imaging. Journal of Imaging Science and Technology. Society for Imaging Science and Technology.

Cai, J., H. Chatoux, C. Boust, A. Mansouri (2021): Comparison of Linear Unmixing Methods on Paintings Data Set. ORASIS 2021, Centre National de la Recherche Scientifique [CNRS], Sep 2021, Saint Ferréol, France. ffhal-03339685f.

Saiti, E., A. Danelakis, T. Theoharis (2021): Cross-time registration of 3D point clouds. Computers & Graphics, Vol. 99, 2021, p. 139-152, ISSN 0097-8493.

Saha, S., J. Martusewicz, N. L. W. Streeton, R. Sitnik (2021): Segmentation of Change in Surface Geometry Analysis for Cultural Heritage Applications. Sensors, Vol. 21 (14), p. 4899. ISSN 1424-8220.

Papanikolaou, A., P. Garbat, M. Kujawinska (2021): Colour digital image correlation method for monitoring of cultural heritage objects with natural texture. SPIE Optical Metrology 2021: Optics for Arts, Architecture and Archaeology. Proceedings Vol. 11784.

Saha, S. A. Siatou, R. Sitnik (2021): Classification of Surface Geometry Behavior of Cultural Heritage Surfaces based on Monitoring Change. SPIE Optical Metrology 2021: Optics for Arts, Architecture and Archaeology. Proceedings Vol. 11784.

Babini, A., S. George, J. Y. Hardeberg (2021): Hyperspectral imaging workflow for the acquisition and analysis of stained-glass panels. SPIE Optical Metrology 2021: Optics for Arts, Architecture and Archaeology. Proceedings Vol. 11784.

Nurit, M., G. Le Goic, D. Lewis, Y. Castro, A. Zendagui, H. Chatoux, H. Favreliere, S. Maniglier, P. Jochum, A. Mansouri (2021). HD-RTI: An adaptive multi-light imaging approach for the qualityassessment of manufactured surfaces. Computers in Industry, Vol. 132. ISSN 0166-3615.

Luxman, R., M. Nurit, G. Le Goıc, F. Marzani, A. Mansouri (2021): Next Best Light Position: A self configuring approach for the Reflectance Transformation Imaging acquisition process. Society for Imaging Science and Technology, IS&T International Symposium on Electronic Imaging 2021.

Lewis, D.A., M. Nurit, H. Chatoux, F. Meriaudeau, A. Mansouri (2021) : An automated adaptive focus pipeline for reflectance transformation imaging. Society for Imaging Science and Technology, IS&T International Symposium on Electronic Imaging 2021.

Saha, S., A. Duda-Maczuga, A. Papanikolaou, R. Sitnik (2021): Approach for identification of geometry change on cultural heritage surface. Society for Imaging Science and Technology, IS&T International Symposium on Electronic Imaging 2021.

Papanikolau, A., D. Dzik-Kruszelnicka, S. Saha, M. Kujawinska (2021): 3D digital image correlation system for monitoring of changes induced by RH fluctuations on parchment. Society for Imaging Science and Technology, IS&T International Symposium on Electronic Imaging 2021.

Cutajar, J. D., J. Y. Hardeberg, E. Joseph, T. Frøysaker (2020): “MUNCH: Monitoring Munch’s monumental Unvarnished oil paintings: exploring Novel change documentation methods and Cleaning techniques using Hyperspectral imaging”. In: The AIC Paintings Speciality Group Postprints, 48th Virtual Annual Meeting of the American Institute for Conservation, May 21-September 2, 2020, vol 33. Washington DC: AIC. [In press].

Babini, A, S. George, T. Lombardo & J. Y. Hardeberg (2020): Potential and Challenges of Spectral Imaging for Documentation and Analysis of Stained-Glass Windows. Society for Imaging Science and Technology, London Imaging Meeting 2020, p. 109- 113.

Saha, S., A. Papanikolaou, J. Martusewicz and R. Sitnik (2020): Augmented Reality in Tracking the Surface Geometry Change of Cultural Heritage Objects,. In: 2020 International Conference on Computational Performance Evaluation (ComPE), Shillong, India, 2020, pp. 537-542, doi: 10.1109/ComPE49325.2020.9200041.

Saha, S., P. Foryś, J. Martusewicz, R. Sitnik (2020): Approach to Analysis the Surface Geometry Change in Cultural Heritage Objects. In: El Moataz A., Mammass D., Mansouri A., Nouboud F. (eds) Image and Signal Processing. ICISP 2020. Lecture Notes in Computer Science, vol 12119. Springer, Cham.

Saiti, E., T. Theoharis (2020): An application independent review of multimodal 3D registration methods. Computers & Graphics, Vol. 91, 2020, p. 153-178, ISSN 0097-8493.

Thompson, E. M., S. Biasotti, A. Giachetti, C. Tortorici, N. Werghi, A. S. Obeid, S. Berretti, H. P. Nguyen-Dinh, M. Q. Le, H. D. Nguyen, M. T. Tran, L. Gigli, S. Velasco-Forero, B. Marcotegui, I. Sipiran, B.Bustos, I. Romanelis, V. Fotis, G. Arvanitis, K. Moustakas, E. Otu, R. Zwiggelaar, D. Hunter, Y. Liu, Y. Arteaga, R. Luxman (2020): SHREC’20 Track: Retrieval of digital surfaces with similar geometric reliefs. Computers & Graphics, Volume 91, 2020, Pages 199-218, ISSN 0097-8493.