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Unmixing and pigment identification using visible and short-wavelength infrared: Reflectance vs logarithm reflectance hyperspaces
16 references·2 citing·41 second hop
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Situ (2010)Visible and Infrared Imaging …FTIR Studies of the Effects of Pigments on the Aging of Oil (2005)FTIR Studies of the Effects o…:Copper as Canvas: Two Centuries of Masterpiece Paintings on Copper, 1575-1775 (2000):Copper as Canvas: Two Centur…Ink classification in historical documents using hyperspectral imaging and machine learning methods (2025)Ink classification in histori…The Study of Pigments in Cultural Heritage: A Review Using Machine Learning (2024)The Study of Pigments in Cult…National Gallery Technical Bulletin (1979)Analysis of Aged Paint Binders by FTIR Spectroscopy (1990)Artists' Pigments: A Handbook of Their History and Characteristics, Volume 2 (1995)Characterisation of metal carboxylates by Raman and infrared spectroscopy in works of art (2014)The drying of linseed oil investigated by Fourier transform infrared spectroscopy: Historical recipes and influence of lead compounds (2016)Fatty Acids and Their Metal Salts: A Review of Their Infrared Spectra in Light of 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a case study on a version of Caravaggio's painting Supper at Emmaus (2015)Beauty is skin deep: the skin tones of Vermeer’s Girl with a Pearl Earring (2019)MA-XRF for the Characterisation of the Painting Materials and Technique of the Entombment of Christ by Rogier van der Weyden (2021)Reflectance Imaging Spectroscopy (RIS) for Operation Night Watch: Challenges and Achievements of Imaging Rembrandt’s Masterpiece in the Glass Chamber at the Rijksmuseum (2021)Raman spectroscopic library of natural and synthetic pigments (pre- ≈ 1850 AD) (1997)A Decade of Raman Spectroscopy in Art and Archaeology (2007)Visualization and mapping of literature on the scientific analysis of wall paintings: a bibliometric analysis from 2011 to 2021 (2022)Current progress on murals: distribution, conservation and utilization (2023)Climate Change and Cultural Heritage: A Global Mapping of the UNESCO Thematic Indicators in Conjunction with Advanced Technologies for Cultural Sustainability (2024)Angewandte Chemie International Edition (2006)Neural network-based classification of X-ray fluorescence spectra of artists’ pigments: an approach leveraging a synthetic dataset created using the fundamental parameters method (2022)Neural Networks for Hyperspectral Imaging of Historical Paintings: A Practical Review (2023)X-ray fluorescence (XRF) on painted heritage objects: a review using topic modeling (2024)Pigment Compendium: A Dictionary of Historical Pigments (2007)Hyperspectral imaging and spectral classification for pigment identification and mapping in paintings by El Greco and his workshop (2018)Remote-sensing hyperspectral imaging for applications in archaeological areas: Non-invasive investigations on wall paintings and on mural inscriptions in the Pompeii site (2020)Mapping of egg yolk and animal skin glue paint binders in Early Renaissance paintings using near infrared reflectance imaging spectroscopy (2013)Hyper-Spectral Imaging Technique in the Cultural Heritage Field: New Possible 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References

  • 2010Visible and Infrared Imaging Spectroscopy of Picasso's Harlequin Musician: Mapping and Identification of Artist Materials in Situ239 cited
  • 2005FTIR Studies of the Effects of Pigments on the Aging of Oil232 cited
  • 2016Visible and infrared imaging spectroscopy of paintings and improved reflectography136 cited
  • 2017Hyperspectral imaging combined with data classification techniques as an aid for artwork authentication123 cited
  • 2018Automatic pigment identification from hyperspectral data107 cited
  • 2015Hyperspectral imaging applied to the analysis of Goya paintings in the Museum of Zaragoza (Spain)100 cited
  • 2020The application of state-of-the-art technologies to support artwork conservation: Literature review91 cited
  • 2016Non-invasive Investigations of Paintings by Portable Instrumentation: The MOLAB Experience86 cited
  • 2020Mapping the pigment distribution of Vermeer’s Girl with a Pearl Earring78 cited
  • 2020An alternative approach to mapping pigments in paintings with hyperspectral reflectance image cubes using artificial intelligence76 cited
  • 2014Pigment Mapping of the Scream (1893) Based on Hyperspectral Imaging46 cited
  • 2020Towards automatic classification of diffuse reflectance image cubes from paintings collected with hyperspectral cameras44 cited
  • 2021Comparison of Imaging Models for Spectral Unmixing in Oil Painting31 cited

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2022
Identification and mapping of ancient pigments in a Roman Egyptian funerary portrait by application of reflectance and luminescence imaging spectroscopy
29 cited
  • 2018Nonlinear Unmixing of Hyperspectral Datasets for the Study of Painted Works of Art27 cited
  • 2000:Copper as Canvas: Two Centuries of Masterpiece Paintings on Copper, 1575-17754 cited
  • Cited by

    • 2024The Study of Pigments in Cultural Heritage: A Review Using Machine Learning22 cited
    • 2025Ink classification in historical documents using hyperspectral imaging and machine learning methods17 cited