Hilda Deborah
About
Senior Researcher at the Department of Computer Science (IDI Gjøvik) with expertise in spectral imaging, mathematical morphology, and soft metrology for image processing. My current interest lies in texture perception and analysis, as well exploring creative ways for the public dissemination of imaging research using interaction design methodologies and processes.
I am a part of NTNU's Outstanding Academic Fellow Programme 4.0 (2022-2026) 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 a double degree PhD in Computer Science from NTNU and PhD in Signal and Image Processing from Université de Poitiers in 2016.
Selected publications:
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M. Löchtefeld, E. Papachristos, H. Deborah. Museum Visitor Experiences Based on Hyperspectral Image Data. Human-Computer Interaction - INTERACT 2023, York, UK, August 2023. DOI: 10.1007/978-3-031-42283-6_35
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D. J. Mandal, H. Deborah, M. Pedersen. Subjective Quality Evaluation of Alternative Imaging Techniques for Microfiche Digitization. Accepted in Journal of Cultural Heritage. DOI: 10.1016/j.culher.2023.07.014
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M. Conni, H. Deborah, P. Nussbaum, P. Green. Visual and data stationarity of texture images. Journal of Electronic Imaging, 2021. DOI: 10.1117/1.JEI.30.4.043001
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H. Deborah, N. Richard, J.Y. Hardeberg, C. Fernandez-Maloigne, Assessment protocols and comparison of ordering relations for spectral image processing, Selected Topics in Applied Earth Observations and Remote Sensing, IEEE Journal of, 2018. DOI: 10.1109/JSTARS.2017.2782824
- H. Deborah, N. Richard, J. Y. Hardeberg, A Comprehensive Evaluation of Spectral Distance Functions and Metrics for Hyperspectral Image Processing, Selected Topics in Applied Earth Observations and Remote Sensing, IEEE Journal of, 2015. DOI: 10.1109/JSTARS.2015.2403257
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.
Hyperspectral Pigment Dataset
Interactive visualisation of the hyperspectral pigment dataset otherwise found on Zenodo repository.
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.
2023
-
Deborah, Hilda.
(2023)
Hyperspectral Pigments.
Software
-
Deborah, Hilda;
Dileep, Kuldeep.
(2023)
Hyperspectral dataset: Ceramic tiles in dry and underwater setting.
Database
-
Fadillah, Riestiya Zain;
Deborah, Hilda.
(2023)
Munsell soil color chart: A hyperspectral dataset.
Database
-
Deborah, Hilda;
Marketou, Ariadne Kostomitsopoulou.
(2023)
Spectral Imaging of Ink Behind Glass: A Preliminary Investigation of the Colorimetric Shift.
Archiving Conference
Academic article
-
Mandal, Dipendra Jee;
Deborah, Hilda;
Pedersen, Marius.
(2023)
Subjective Quality Evaluation of Alternative Imaging Techniques for Microfiche Digitization.
Journal of Cultural Heritage
Academic article
-
Löchtefeld, Markus;
Papachristos, Eleftherios;
Deborah, Hilda.
(2023)
Museum Visitor Experiences Based on Hyperspectral Image Data.
Springer
Academic chapter/article/Conference paper
2022
-
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
Academic article
-
Deborah, Hilda.
(2022)
Hyperspectral Pigment Dataset.
Workshop on Hyperspectral Image and Signal Processing, Evolution in Remote Sensing
Academic article
2021
-
Deborah, Hilda;
Mandal, Dipendra Jee.
(2021)
Evaluation of Text Legibility in Alternative Imaging Approaches to Microfiche Digitization.
Archiving Conference
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
-
Conni, Michele;
Deborah, Hilda;
Nussbaum, Peter;
Green, Philip John.
(2021)
Visual and data stationarity of texture images.
Journal of Electronic Imaging (JEI)
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
-
Rahadianti, Laksmita;
Azizah, Aruni Yasmin;
Deborah, Hilda.
(2021)
Evaluation of the Quality Indicators in Dehazed Images: Color, Contrast, Naturalness, and Visual Pleasingness.
Heliyon
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
2020
-
Conni, Michele;
Deborah, Hilda.
(2020)
Texture Stationarity Evaluation with Local Wavelet Spectrum.
The Society for Imaging Science and Technology
Academic chapter/article/Conference paper
-
Deborah, Hilda;
Richard, Noel;
Hardeberg, Jon Yngve;
Benediktsson, Jón Atli.
(2020)
Metrological hyperspectral image analysis through spectral differences.
Elsevier
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
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
Academic article
2016
-
Deborah, Hilda.
(2016)
Towards Spectral Mathematical Morphology.
Norges teknisk-naturvitenskapelige universitet
Doktoravhandlinger ved NTNU (2016:372)
Doctoral dissertation
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
Academic article
Journal publications
-
Deborah, Hilda;
Marketou, Ariadne Kostomitsopoulou.
(2023)
Spectral Imaging of Ink Behind Glass: A Preliminary Investigation of the Colorimetric Shift.
Archiving Conference
Academic article
-
Mandal, Dipendra Jee;
Deborah, Hilda;
Pedersen, Marius.
(2023)
Subjective Quality Evaluation of Alternative Imaging Techniques for Microfiche Digitization.
Journal of Cultural Heritage
Academic article
-
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
Academic article
-
Deborah, Hilda.
(2022)
Hyperspectral Pigment Dataset.
Workshop on Hyperspectral Image and Signal Processing, Evolution in Remote Sensing
Academic article
-
Deborah, Hilda;
Mandal, Dipendra Jee.
(2021)
Evaluation of Text Legibility in Alternative Imaging Approaches to Microfiche Digitization.
Archiving Conference
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
-
Conni, Michele;
Deborah, Hilda;
Nussbaum, Peter;
Green, Philip John.
(2021)
Visual and data stationarity of texture images.
Journal of Electronic Imaging (JEI)
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
-
Rahadianti, Laksmita;
Azizah, Aruni Yasmin;
Deborah, Hilda.
(2021)
Evaluation of the Quality Indicators in Dehazed Images: Color, Contrast, Naturalness, and Visual Pleasingness.
Heliyon
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
-
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
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
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
Academic article
Part of book/report
-
Löchtefeld, Markus;
Papachristos, Eleftherios;
Deborah, Hilda.
(2023)
Museum Visitor Experiences Based on Hyperspectral Image Data.
Springer
Academic chapter/article/Conference paper
-
Conni, Michele;
Deborah, Hilda.
(2020)
Texture Stationarity Evaluation with Local Wavelet Spectrum.
The Society for Imaging Science and Technology
Academic chapter/article/Conference paper
-
Deborah, Hilda;
Richard, Noel;
Hardeberg, Jon Yngve;
Benediktsson, Jón Atli.
(2020)
Metrological hyperspectral image analysis through spectral differences.
Elsevier
Chapter
Report
-
Deborah, Hilda.
(2016)
Towards Spectral Mathematical Morphology.
Norges teknisk-naturvitenskapelige universitet
Doktoravhandlinger ved NTNU (2016:372)
Doctoral dissertation
PRODUKT
-
Deborah, Hilda.
(2023)
Hyperspectral Pigments.
Software
-
Deborah, Hilda;
Dileep, Kuldeep.
(2023)
Hyperspectral dataset: Ceramic tiles in dry and underwater setting.
Database
-
Fadillah, Riestiya Zain;
Deborah, Hilda.
(2023)
Munsell soil color chart: A hyperspectral dataset.
Database
Media
2023
-
Academic lectureFadillah, Riestiya Zain; Deborah, Hilda. (2023) Soil Color Identification and Classification using RAW Image Based on Munsell Soil Color Chart. Norsk Forening for Bildebehandling og Maskinlæring (NOBIM) NOBIM 2023 , Tromsø 2023-06-07 - 2023-06-08
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Academic lectureHillairaud, Lysandre; Deborah, Hilda; Bakkestuen, Vegar. (2023) Mapping Forest Canopy Based on Its Pattern Spectrum. Norsk Forening for Bildebehandling og Maskinlæring (NOBIM) NOBIM 2023 , Tromsø 2023-06-07 - 2023-06-08
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LectureDeborah, Hilda; Kjeldsberg, Ludvik Andreas. (2023) Data-Driven Scholarship. Universitetet i Agder Seminar om digital humaniora , Fevik 2023-11-23 - 2023-11-24
2022
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Academic lectureDeborah, Hilda. (2022) The Colors of the Dead Sea Scrolls. University of Agder The Dead Sea Scrolls as Physical Artefacts: Past, Present, and Future Perspectives - A Symposium , Kristiansand 2022-08-28 - 2022-09-01
2021
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Academic lectureOliversen, Anders Gjesdal; Deborah, Hilda. (2021) Water Quality of Lake Mjøsa through Satellite Images: A Preliminary Study. Norsk Forening for Bildebehandling og Maskinlæring NOBIM 2021 , Radisson Blu Airport Hotel, Oslo Lufthavn 2021-09-13 - 2021-09-14
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Academic lectureDeborah, Hilda. (2021) On the surface(s) of the Dead Sea Scrolls. University of Agder Lying Pen Monthly , 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. University of Agder Imagining and Imaging the Dead Sea Scrolls: A Clairvoyant Workshop , Kristiansand 2021-12-06 - 2021-12-08