Hilda Deborah
Foto:
Kai T. Dragland / NTNU
Om
Forskning
Collaborative On-cloud Lab for the conservation and digital restoration of ColOUred heritage collectionS (COLOURS, 2025-2028)
EU-funded HORIZON Innovation Action project (Grant agreement ID: 101233413), led by CNR, Italy. Participating as a researcher and work package leader.
Interactive visualization of spectral images in a museum setting (2024-current)
A project funded by NTNU Enabling Technology programme (2022), in which a PhD student is hired.
The Lying Pen of Scribes: Manuscript Forgeries, Digital Imaging, and Critical Provenance Research (2019-2024)
FRIPRO Toppforsk funded by the Research Council of Norway (Grant ID 275293) and led by University of Agder. Participated through my expertise in imaging, image processing, and databases.
Metrological texture analysis for hyperspectral images (2018-2022)
FRIPRO Mobility project, funded by the Research Council of Norway (Grant ID 274881)
Publikasjoner
2025
-
Eckertz, Nina Christine;
Deborah, Hilda;
Hardeberg, Jon Yngve;
Sandu, Irina C. A..
(2025)
Surveying Imaging Workflows and Software in Cultural Heritage.
Archiving Conference
Vitenskapelig artikkel
-
Fatma, Zealandia Sarah Nurul;
Deborah, Hilda;
Hardeberg, Jon Yngve;
Papachristos, Lefteris.
(2025)
Pigment Identification of Ortelius Historical Maps using Hyperspectral Imaging.
Archiving Conference
Vitenskapelig artikkel
-
Mandal, Dipendra Jee;
Deborah, Hilda;
Storeide, Markus Sebastian Bakken.
(2025)
Metrology-Based Statistical Framework for Monitoring Changes in Hyperspectral Datasets of Artworks.
Workshop on Hyperspectral Image and Signal Processing, Evolution in Remote Sensing
Vitenskapelig artikkel
-
Eckertz, Nina Christine;
Deborah, Hilda;
Hardeberg, Jon Yngve;
Sandu, Irina Crina Anca.
(2025)
Spatially Constrained Hyperspectral Pigment Mapping using Watershed Segmentation.
Workshop on Hyperspectral Image and Signal Processing, Evolution in Remote Sensing
Vitenskapelig artikkel
2024
-
Kjeldsberg, Ludvik Andreas;
Justnes, Årstein;
Deborah, Hilda.
(2024)
A Database of Post-2002 Dead Sea Scrolls-like Fragments.
Journal of Open Humanities Data
Vitenskapelig artikkel
-
Mandal, Dipendra Jee;
Deborah, Hilda;
Lumban Tobing, Tabita Anggraini Meilita;
Janiszewski, Mateusz;
Tanaka, James W.;
Lawrance, Anna.
(2024)
Comprehensive Evaluation of ImageNet-Trained CNNs for Texture-Based Rock Classification.
IEEE Access
Vitenskapelig artikkel
2023
-
Deborah, Hilda;
Palandri, Chiara;
Oretti, Giulia.
(2023)
Estimating the Color Palette of Ortelius' Atlas: A case study of hyperspectral imaging for rapid pigment screening.
Workshop on Hyperspectral Image and Signal Processing, Evolution in Remote Sensing
Vitenskapelig artikkel
-
Mandal, Dipendra Jee;
Deborah, Hilda;
George, Sony;
Hardeberg, Jon Yngve.
(2023)
Unsupervised Clustering for Works of Art Using Hyperspectral Imaging: A Case Study on Edvard Munch's Self-Portrait (1905).
Workshop on Hyperspectral Image and Signal Processing, Evolution in Remote Sensing
Vitenskapelig artikkel
-
Mandal, Dipendra Jee;
Pedersen, Marius;
George, Sony;
Deborah, Hilda;
Boust, Clotilde.
(2023)
An Experiment-based Comparative Analysis of Pigment Classification Algorithms using Hyperspectral Imaging.
Journal of Imaging Science and Technology
Vitenskapelig artikkel
-
Löchtefeld, Markus;
Papachristos, Eleftherios;
Deborah, Hilda.
(2023)
Museum Visitor Experiences Based on Hyperspectral Image Data.
Vitenskapelig kapittel
-
Deborah, Hilda;
Marketou, Ariadne Kostomitsopoulou.
(2023)
Spectral Imaging of Ink Behind Glass: A Preliminary Investigation of the Colorimetric Shift.
Archiving Conference
Vitenskapelig artikkel
-
Mandal, Dipendra Jee;
Deborah, Hilda;
Pedersen, Marius.
(2023)
Subjective Quality Evaluation of Alternative Imaging Techniques for Microfiche Digitization.
Journal of Cultural Heritage
Vitenskapelig artikkel
2022
-
Deborah, Hilda.
(2022)
Hyperspectral Pigment Dataset.
Workshop on Hyperspectral Image and Signal Processing, Evolution in Remote Sensing
Vitenskapelig artikkel
-
Cutajar, Jan Dariusz;
Babini, Agnese;
Deborah, Hilda;
Hardeberg, Jon Yngve;
Joseph, Edith;
Frøysaker, Tine.
(2022)
Hyperspectral Imaging Analyses of Cleaning Tests on Edvard Munch's Monumental Aula Paintings.
Studies in Conservation
Vitenskapelig artikkel
2021
-
Rahadianti, Laksmita;
Azizah, Aruni Yasmin;
Deborah, Hilda.
(2021)
Evaluation of the Quality Indicators in Dehazed Images: Color, Contrast, Naturalness, and Visual Pleasingness.
Heliyon
Vitenskapelig artikkel
-
Conni, Michele;
Deborah, Hilda;
Nussbaum, Peter;
Green, Philip John.
(2021)
Visual and data stationarity of texture images.
Journal of Electronic Imaging (JEI)
Vitenskapelig artikkel
2020
-
Deborah, Hilda;
Richard, Noel;
Hardeberg, Jon Yngve;
Benediktsson, Jón Atli.
(2020)
Metrological hyperspectral image analysis through spectral differences.
Faglig kapittel
2019
-
Deborah, Hilda;
George, Sony;
Hardeberg, Jon Yngve.
(2019)
Spectral-divergence based pigment discrimination and mapping: A case study on The Scream (1893) by Edvard Munch.
Journal of the American Institute for Conservation
Vitenskapelig artikkel
2018
-
Deborah, Hilda;
Richard, Noël;
Hardeberg, Jon Yngve;
Maloigne, Christine Fernandez.
(2018)
Assessment Protocols and Comparison of Ordering Relations for Spectral Image Processing.
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
Vitenskapelig artikkel
2016
-
Deborah, Hilda;
Hardeberg, Jon Yngve;
Fernandez-Maloigne, Christine.
(2016)
Towards Spectral Mathematical Morphology.
Norges teknisk-naturvitenskapelige universitet
Doktoravhandling
2015
-
Deborah, Hilda;
Richard, Noël;
Hardeberg, Jon Yngve.
(2015)
A Comprehensive Evaluation of Spectral Distance
Functions and Metrics for Hyperspectral
Image Processing.
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
Vitenskapelig artikkel
Tidsskriftspublikasjoner
-
Eckertz, Nina Christine;
Deborah, Hilda;
Hardeberg, Jon Yngve;
Sandu, Irina C. A..
(2025)
Surveying Imaging Workflows and Software in Cultural Heritage.
Archiving Conference
Vitenskapelig artikkel
-
Fatma, Zealandia Sarah Nurul;
Deborah, Hilda;
Hardeberg, Jon Yngve;
Papachristos, Lefteris.
(2025)
Pigment Identification of Ortelius Historical Maps using Hyperspectral Imaging.
Archiving Conference
Vitenskapelig artikkel
-
Deborah, Hilda;
Palandri, Chiara;
Oretti, Giulia.
(2023)
Estimating the Color Palette of Ortelius' Atlas: A case study of hyperspectral imaging for rapid pigment screening.
Workshop on Hyperspectral Image and Signal Processing, Evolution in Remote Sensing
Vitenskapelig artikkel
-
Mandal, Dipendra Jee;
Deborah, Hilda;
George, Sony;
Hardeberg, Jon Yngve.
(2023)
Unsupervised Clustering for Works of Art Using Hyperspectral Imaging: A Case Study on Edvard Munch's Self-Portrait (1905).
Workshop on Hyperspectral Image and Signal Processing, Evolution in Remote Sensing
Vitenskapelig artikkel
-
Mandal, Dipendra Jee;
Deborah, Hilda;
Storeide, Markus Sebastian Bakken.
(2025)
Metrology-Based Statistical Framework for Monitoring Changes in Hyperspectral Datasets of Artworks.
Workshop on Hyperspectral Image and Signal Processing, Evolution in Remote Sensing
Vitenskapelig artikkel
-
Eckertz, Nina Christine;
Deborah, Hilda;
Hardeberg, Jon Yngve;
Sandu, Irina Crina Anca.
(2025)
Spatially Constrained Hyperspectral Pigment Mapping using Watershed Segmentation.
Workshop on Hyperspectral Image and Signal Processing, Evolution in Remote Sensing
Vitenskapelig artikkel
-
Deborah, Hilda;
Richard, Noël;
Hardeberg, Jon Yngve.
(2015)
A Comprehensive Evaluation of Spectral Distance
Functions and Metrics for Hyperspectral
Image Processing.
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
Vitenskapelig artikkel
-
Mandal, Dipendra Jee;
Pedersen, Marius;
George, Sony;
Deborah, Hilda;
Boust, Clotilde.
(2023)
An Experiment-based Comparative Analysis of Pigment Classification Algorithms using Hyperspectral Imaging.
Journal of Imaging Science and Technology
Vitenskapelig artikkel
-
Kjeldsberg, Ludvik Andreas;
Justnes, Årstein;
Deborah, Hilda.
(2024)
A Database of Post-2002 Dead Sea Scrolls-like Fragments.
Journal of Open Humanities Data
Vitenskapelig artikkel
-
Deborah, Hilda;
Marketou, Ariadne Kostomitsopoulou.
(2023)
Spectral Imaging of Ink Behind Glass: A Preliminary Investigation of the Colorimetric Shift.
Archiving Conference
Vitenskapelig artikkel
-
Mandal, Dipendra Jee;
Deborah, Hilda;
Pedersen, Marius.
(2023)
Subjective Quality Evaluation of Alternative Imaging Techniques for Microfiche Digitization.
Journal of Cultural Heritage
Vitenskapelig artikkel
-
Deborah, Hilda;
Richard, Noël;
Hardeberg, Jon Yngve;
Maloigne, Christine Fernandez.
(2018)
Assessment Protocols and Comparison of Ordering Relations for Spectral Image Processing.
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
Vitenskapelig artikkel
-
Deborah, Hilda.
(2022)
Hyperspectral Pigment Dataset.
Workshop on Hyperspectral Image and Signal Processing, Evolution in Remote Sensing
Vitenskapelig artikkel
-
Deborah, Hilda;
George, Sony;
Hardeberg, Jon Yngve.
(2019)
Spectral-divergence based pigment discrimination and mapping: A case study on The Scream (1893) by Edvard Munch.
Journal of the American Institute for Conservation
Vitenskapelig artikkel
-
Rahadianti, Laksmita;
Azizah, Aruni Yasmin;
Deborah, Hilda.
(2021)
Evaluation of the Quality Indicators in Dehazed Images: Color, Contrast, Naturalness, and Visual Pleasingness.
Heliyon
Vitenskapelig artikkel
-
Conni, Michele;
Deborah, Hilda;
Nussbaum, Peter;
Green, Philip John.
(2021)
Visual and data stationarity of texture images.
Journal of Electronic Imaging (JEI)
Vitenskapelig artikkel
-
Mandal, Dipendra Jee;
Deborah, Hilda;
Lumban Tobing, Tabita Anggraini Meilita;
Janiszewski, Mateusz;
Tanaka, James W.;
Lawrance, Anna.
(2024)
Comprehensive Evaluation of ImageNet-Trained CNNs for Texture-Based Rock Classification.
IEEE Access
Vitenskapelig artikkel
-
Cutajar, Jan Dariusz;
Babini, Agnese;
Deborah, Hilda;
Hardeberg, Jon Yngve;
Joseph, Edith;
Frøysaker, Tine.
(2022)
Hyperspectral Imaging Analyses of Cleaning Tests on Edvard Munch's Monumental Aula Paintings.
Studies in Conservation
Vitenskapelig artikkel
Del av bok/rapport
-
Deborah, Hilda;
Richard, Noel;
Hardeberg, Jon Yngve;
Benediktsson, Jón Atli.
(2020)
Metrological hyperspectral image analysis through spectral differences.
Faglig kapittel
-
Löchtefeld, Markus;
Papachristos, Eleftherios;
Deborah, Hilda.
(2023)
Museum Visitor Experiences Based on Hyperspectral Image Data.
Vitenskapelig kapittel
Studentoppgave eller avhandling
-
Deborah, Hilda;
Hardeberg, Jon Yngve;
Fernandez-Maloigne, Christine.
(2016)
Towards Spectral Mathematical Morphology.
Norges teknisk-naturvitenskapelige universitet
Doktoravhandling
Undervisning
Emner
Formidling
2026
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ForedragDeborah, Hilda; Pedersen, Marius. (2026) Catching illegal construction from 700 km up. Catch IDI Gjøvik
2025
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KonferanseforedragDeborah, Hilda; Amundsen, Joe; Pedersen, Marius. (2025) Identifying land use land cover changes using Sentinel-2 images in the Norwegian context. NOBIM Conference 2025
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KonferanseforedragDeborah, Hilda. (2025) Color as A Physical Description of the Dead Sea Fragments: An explanation of a misconception and a future recommendation. DHKO 2025: Infrastructure and interface
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KonferanseforedragJustnes, Årstein; Deborah, Hilda. (2025) Ad fontes! Ad fragmenta! Reinventing the Dead Sea Scrolls. DHKO 2025: Infrastruktur og grensesnitt
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KonferanseforedragLawrance, Anna; Janiszewski, Mateusz; Deborah, Hilda; Fraass, Andy J.; Johannessen, Duncan; Leonard, Lucinda J.; Mandal, Dipendra Jee; Roads, Brett D.; Tanaka, James W.. (2025) Vision and Semantics: Insights into Rock Category Learning Among Geology Undergraduates. Vision Sciences Society Annual Meeting
2024
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KonferanseforedragDeborah, Hilda; Papachristos, Eleftherios; Fatma, Zealandia Sarah Nurul; Eckertz, Nina Christine; Hardeberg, Jon Yngve. (2024) Hyperspectral Image Based Visualisations for Cultural Heritage Applications. Interactive Storytelling for Communities, Heritage and Public Engagement
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KonferanseforedragDeborah, Hilda. (2024) Enabling data storytelling for the Dead Sea Scrolls research: An experience sharing. Digital Humanities Breakfast
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KonferanseforedragDeborah, Hilda. (2024) Chasing wild goats: Challenges, values, and opportunities of interdisciplinary work. (Re)imag(in)ing the Past: Physical, Digital, and (Con)textual Analysis of Historical Manuscripts
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KonferanseforedragMonger, Matthew Phillip; Deborah, Hilda. (2024) The Dead Sea Scrolls Physical and Scribal Features Database. Society of Biblical Literature Annual Meeting
2023
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KonferanseforedragFadillah, Riestiya Zain; Deborah, Hilda. (2023) Soil Color Identification and Classification using RAW Image Based on Munsell Soil Color Chart. NOBIM 2023
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ForedragDeborah, Hilda; Kjeldsberg, Ludvik Andreas. (2023) Data-Driven Scholarship. Seminar om digital humaniora
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Konferanseforedrag
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KonferanseforedragDeborah, Hilda. (2023) A report on (Not) Imaging the Dead Sea Scrolls: Microfiche, Colors, and Glass Plates. Lying Pen Symposium
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KonferanseposterEckertz, Nina; Deborah, Hilda. (2023) Hyperspectral pigment mapping of Edvard Munch’s Self Portrait (1905). Bridging the gap - synergies between art history and conservation
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KonferanseforedragHillairaud, Lysandre; Deborah, Hilda; Bakkestuen, Vegar. (2023) Mapping Forest Canopy Based on Its Pattern Spectrum. NOBIM 2023
2022
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KonferanseforedragDeborah, Hilda. (2022) The Colors of the Dead Sea Scrolls. The Dead Sea Scrolls as Physical Artefacts: Past, Present, and Future Perspectives - A Symposium
2021
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KonferanseforedragDeborah, Hilda. (2021) Psychophysical experiment: How to analyse and quantify the human perception of images. Imagining and Imaging the Dead Sea Scrolls: A Clairvoyant Workshop
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KonferanseforedragOliversen, Anders Gjesdal; Deborah, Hilda. (2021) Water Quality of Lake Mjøsa through Satellite Images: A Preliminary Study. NOBIM 2021
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Konferanseforedrag