Hilda Deborah
About
Senior Researcher at the Department of Computer Science (IDI Gjøvik) with expertise in spectral imaging, mathematical morphology, and metrological hyperspectral image processing. I was Marie Curie Postdoctoral Fellow (2018-2020) through the FRIPRO Mobility "Metrological Texture Analysis for Hyperspectral Images," funded by the Research Council of Norway, with research mobility at the Department of Computer and Electrical Engineering, University of Iceland.
I obtained my PhD in Computer Science from NTNU and Université de Poitiers, MSc from the Erasmus Mundus Color in Informatics and Media Technology from Høgskolen i Gjøvik (now NTNU) and Université Jean Monnet Saint-Étienne, and BSc in Computer Science from Universitas Indonesia.
Research
Metrological texture analysis for hyperspectral images
FRIPRO Mobility project funded by the Research Council of Norway (grant nr. 274881), which ran from 2018-2022.
The Lying Pen of Scribes
FRIPRO Toppforsk funded by the Research Council of Norway and led by the University of Agder (grant nr. 275293), which runs in 2019-2024. Participating through my expertise in imaging and image processing.
Publications
In the following are selected publications, with conference papers only shown from 2020. For a complete list visit Cristin, Google Scholar, or my Research Gate page.
2022
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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.
volum 67 (1).
Academic article
-
Deborah, Hilda.
(2022)
Hyperspectral Pigment Dataset.
Workshop on Hyperspectral Image and Signal Processing, Evolution in Remote Sensing.
Academic article
2021
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Magnusson, Magnus;
Sigurdsson, Jakob;
Armansson, Sveinn Eirikur;
Ülfarsson, Magnús Ö;
Deborah, Hilda;
Sveinsson, Johannes R..
(2021)
Creating RGB Images from Hyperspectral Images Using a Color Matching Function.
IEEE International Geoscience and Remote Sensing Symposium proceedings.
Academic article
-
Conni, Michele;
Deborah, Hilda;
Nussbaum, Peter;
Green, Philip John.
(2021)
Visual and data stationarity of texture images.
Journal of Electronic Imaging (JEI).
volum 30 (4).
Academic article
-
Deborah, Hilda;
Mandal, Dipendra Jee.
(2021)
Evaluation of Text Legibility in Alternative Imaging Approaches to Microfiche Digitization.
Archiving Conference: Final Program and Proceedings.
Academic article
-
Deborah, Hilda;
Richard, Noël.
(2021)
Morphological Texture Description For Hyperspectral Images: Pattern Spectrum.
Workshop on Hyperspectral Image and Signal Processing, Evolution in Remote Sensing.
Academic article
-
Deborah, Hilda;
Ulfarsson, Magnus Orn;
Sigurdsson, Jakob.
(2021)
Fully Constrained Least Squares Linear Spectral Unmixing of The Scream (Verso, 1893).
Workshop on Hyperspectral Image and Signal Processing, Evolution in Remote Sensing.
Academic article
-
Rahadianti, Laksmita;
Azizah, Aruni Yasmin;
Deborah, Hilda.
(2021)
Evaluation of the Quality Indicators in Dehazed Images: Color, Contrast, Naturalness, and Visual Pleasingness.
Heliyon.
volum 7 (9).
Academic article
2020
-
Conni, Michele;
Deborah, Hilda.
(2020)
Texture Stationarity Evaluation with Local Wavelet Spectrum.
London Imaging Meeting 2020: Future Colour Imaging.
Academic chapter/article
-
Deborah, Hilda;
Richard, Noel;
Hardeberg, Jon Yngve;
Benediktsson, Jón Atli.
(2020)
Metrological hyperspectral image analysis through spectral differences.
Hyperspectral Remote Sensing (1st Edition) - Theory and Applications.
Chapter
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.
volum 58 (1-2).
Academic article
2018
-
Deborah, Hilda;
Richard, Noël;
Hardeberg, Jon Yngve;
Fernandez Maloigne, Christine.
(2018)
Assessment Protocols and Comparison of Ordering Relations for Spectral Image Processing.
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.
volum 11 (4).
Academic article
2016
-
Deborah, Hilda.
(2016)
Towards Spectral Mathematical Morphology.
Norges teknisk-naturvitenskapelige universitet. 2016. ISBN 9788232620883. Doktoravhandlinger ved NTNU (2016:372).
PhD thesis
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.
volum 8 (6).
Academic article
Scientific articles
-
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.
volum 67 (1).
Academic article
-
Deborah, Hilda.
(2022)
Hyperspectral Pigment Dataset.
Workshop on Hyperspectral Image and Signal Processing, Evolution in Remote Sensing.
Academic article
-
Magnusson, Magnus;
Sigurdsson, Jakob;
Armansson, Sveinn Eirikur;
Ülfarsson, Magnús Ö;
Deborah, Hilda;
Sveinsson, Johannes R..
(2021)
Creating RGB Images from Hyperspectral Images Using a Color Matching Function.
IEEE International Geoscience and Remote Sensing Symposium proceedings.
Academic article
-
Conni, Michele;
Deborah, Hilda;
Nussbaum, Peter;
Green, Philip John.
(2021)
Visual and data stationarity of texture images.
Journal of Electronic Imaging (JEI).
volum 30 (4).
Academic article
-
Deborah, Hilda;
Mandal, Dipendra Jee.
(2021)
Evaluation of Text Legibility in Alternative Imaging Approaches to Microfiche Digitization.
Archiving Conference: Final Program and Proceedings.
Academic article
-
Deborah, Hilda;
Richard, Noël.
(2021)
Morphological Texture Description For Hyperspectral Images: Pattern Spectrum.
Workshop on Hyperspectral Image and Signal Processing, Evolution in Remote Sensing.
Academic article
-
Deborah, Hilda;
Ulfarsson, Magnus Orn;
Sigurdsson, Jakob.
(2021)
Fully Constrained Least Squares Linear Spectral Unmixing of The Scream (Verso, 1893).
Workshop on Hyperspectral Image and Signal Processing, Evolution in Remote Sensing.
Academic article
-
Rahadianti, Laksmita;
Azizah, Aruni Yasmin;
Deborah, Hilda.
(2021)
Evaluation of the Quality Indicators in Dehazed Images: Color, Contrast, Naturalness, and Visual Pleasingness.
Heliyon.
volum 7 (9).
Academic article
-
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.
volum 58 (1-2).
Academic article
-
Deborah, Hilda;
Richard, Noël;
Hardeberg, Jon Yngve;
Fernandez Maloigne, Christine.
(2018)
Assessment Protocols and Comparison of Ordering Relations for Spectral Image Processing.
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.
volum 11 (4).
Academic article
-
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.
volum 8 (6).
Academic article
Part of book/report
-
Conni, Michele;
Deborah, Hilda.
(2020)
Texture Stationarity Evaluation with Local Wavelet Spectrum.
London Imaging Meeting 2020: Future Colour Imaging.
Academic chapter/article
-
Deborah, Hilda;
Richard, Noel;
Hardeberg, Jon Yngve;
Benediktsson, Jón Atli.
(2020)
Metrological hyperspectral image analysis through spectral differences.
Hyperspectral Remote Sensing (1st Edition) - Theory and Applications.
Chapter
Report
-
Deborah, Hilda.
(2016)
Towards Spectral Mathematical Morphology.
Norges teknisk-naturvitenskapelige universitet. 2016. ISBN 9788232620883. Doktoravhandlinger ved NTNU (2016:372).
PhD thesis
Media
2022
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Academic lectureCutajar, 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. IIC Congress 2022 Conservation and change: response, adaptation and leadership . IIC; Te Whanganui-a-Tara (Wellington). 2022-09-05 - 2022-09-09.
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Academic lectureDeborah, Hilda. (2022) The Colors of the Dead Sea Scrolls. The Dead Sea Scrolls as Physical Artefacts: Past, Present, and Future Perspectives - A Symposium . University of Agder; Kristiansand. 2022-08-28 - 2022-09-01.
2021
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Academic lecturede Villedon de Naide, Victor; Richard, Noel; Deborah, Hilda; Chu, Rui Jian. (2021) Fractal dimension of hyperspectral images: Preliminary results. NOBIM 2021 . Norsk Forening for Bildebehandling og Maskinlæring; Radisson Blu Airport Hotel, Oslo Lufthavn. 2021-09-13 - 2021-09-14.
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Academic lectureDeborah, Hilda. (2021) Image quality assessment of microfiche images. PAMfilius Weekly . University of Agder; Virtual Meeting. 2021-02-12 - 2021-02-12.
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Academic lectureDeborah, Hilda. (2021) Nobody knows the trouble I've seen. PAMfilius Weekly . University of Agder; Virtual Meeting. 2021-09-17 - 2021-09-17.
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Academic lectureDeborah, Hilda. (2021) On the surface(s) of the Dead Sea Scrolls. Lying Pen Monthly . University of Agder; Virtual Meeting. 2021-03-02 - 2021-03-02.
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Academic lectureDeborah, Hilda. (2021) Psychophysical experiment: How to analyse and quantify the human perception of images. Imagining and Imaging the Dead Sea Scrolls: A Clairvoyant Workshop . University of Agder; Kristiansand. 2021-12-06 - 2021-12-08.
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Academic lectureOliversen, Anders Gjesdal; Deborah, Hilda. (2021) Water Quality of Lake Mjøsa through Satellite Images: A Preliminary Study. NOBIM 2021 . Norsk Forening for Bildebehandling og Maskinlæring; Radisson Blu Airport Hotel, Oslo Lufthavn. 2021-09-13 - 2021-09-14.
2020
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Academic lectureDeborah, Hilda. (2020) Algorithms and the Dead Sea Scrolls: A computer science(-tist) identity crisis?. PAMfilius Workshop . University of Agder; 2020-11-17.
2019
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Academic lectureDeborah, Hilda; Richard, Noël; Ülfarsson, Magnús Ö; Benediktsson, Jón Atli; Hardeberg, Jon Yngve. (2019) A metrological spectral difference space for the statistical modelling of hyperspectral images. IGARSS 2019 - 2019 IEEE International Geoscience and Remote Sensing Symposium . IEEE; Yokohama. 2019-07-28 - 2019-08-02.
2018
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Academic lectureSandu, Irina Crina Anca; Ford, Thierry; Miliani, Costanza; Janssens, Koen; Van der Snickt, Geert; Striova, Jana; Raffaella, Fontana; Cartechini, Laura; Rosi, Francesca; Romani, Aldo; Monico, Letizia; Grazia, Chiara; Pereira de Freitas, Renato; Tournie, Aurelie; Andraud, Christine; Detalle, Vincent; Bourguignon, Elsa; Laclavetine, Kilian; Mirambet, Francois; George, Sony; Hardeberg, Jon Yngve; Deborah, Hilda; Ufnalewska-Godzimirska, Magdalena; Landro, Gro; Tveit, Eva Storevik; Pettersen, Petra. (2018) THE “SCREAM” BY EDVARD MUNCH - SAME MOTIF, DIFFERENT COLOURS, DIFFERENT TECHNIQUES AND APPROACHES – A NOVEL NON-INVASIVE COMPARATIVE STUDY OF TWO OF ITS VERSIONS. ChemCH2018 ; 2018-07-03 - 2018-07-07.
2017
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LectureDeborah, Hilda; Richard, Nöel; Hardeberg, Jon Yngve; Fernandez-Maloigne, Christine. (2017) Evaluation of gradient operators for hyperspectral image processing. 25th Color and Imaging Conference . IS&T; Lillehammer. 2017-09-11 - 2017-09-15.
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LectureDeborah, Hilda; Strand-Ferrer, Jin; Sandu, Irina Crina Anca; George, Sony; Hardeberg, Jon Yngve. (2017) Old Man in Warnemünde (1907) colouring palette: A case study on the use of hyperspectral imaging for pigment identification. 25th Color and Imaging Conference . IS&T; Lillehammer. 2017-09-11 - 2017-09-15.
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LecturePlutino, Alice; Richard, Noël; Deborah, Hilda; Fernandez-Maloigne, Christine. (2017) Spectral divergence for cultural heritage applications. 25th Color and Imaging Conference . IS&T; Lillehammer. 2017-09-11 - 2017-09-15.