Hyperspectral imaging workflow for the acquisition and analysis of stained-glass panels

Hyperspectral imaging has become a powerful technique for the non-invasive investigation of works of art. An advantage of this technique is the possibility to obtain spectral information over the entire spatial region of interest, allowing the identification and mapping of the constituent materials of the artefact under study. While hyperspectral imaging has been extensively used for artworks such as paintings and manuscripts, few works have been published on the use of this technique on stained glass. In this paper, a workflow for the imaging and analysis of stained-glass windows is proposed. The acquisition is carried out using a laboratory set-up adapted for transmittance measurement, which can support panels with a maximum size of around 50 x 50 cm. The image processing is carried out with two aims: visualization and chromophore identification. The results of this processing provide a foundation to discuss the potential of hyperspectral imaging for the scientific analysis of stained-glass windows.

[1]  Hugo Thienpont,et al.  Iron speciation in soda-lime-silica glass: a comparison of XANES and UV-vis-NIR spectroscopy , 2015 .

[2]  Marcello Picollo,et al.  Hyper-Spectral Imaging Technique in the Cultural Heritage Field: New Possible Scenarios , 2020, Sensors.

[3]  David H Foster,et al.  Hyperspectral imaging in color vision research: tutorial. , 2019, Journal of the Optical Society of America. A, Optics, image science, and vision.

[4]  Hugo Thienpont,et al.  The identification of chromophores in ancient glass by the use of UV-VIS-NIR spectroscopy , 2010, Photonics Europe.

[5]  S. Bracci,et al.  Integration of both non-invasive and micro-invasive techniques for the archaeometric study of the stained-glass window Apparizione degli Angeli in the basilica of Santa Croce in Florence, Italy , 2020 .

[6]  M. Gauthier,et al.  Assessment of Transition Element Speciation in Glasses Using a Portable Transmission Ultraviolet–Visible–Near-Infrared (UV-Vis-NIR) Spectrometer , 2016, Applied spectroscopy.

[7]  Luca Poletto,et al.  New trends in imaging spectroscopy: the non-invasive study of the Scrovegni Chapel stained glass windows , 2011, Optical Metrology.

[8]  Hugo Thienpont,et al.  Authenticity screening of stained glass windows using optical spectroscopy , 2016, Scientific Reports.

[9]  Lindsay W. MacDonald,et al.  Image Capture and Restoration of Medieval Stained Glass , 1996, Color Imaging Conference.

[10]  G. Valentini,et al.  Hyperspectral imaging with a TWINS birefringent interferometer. , 2019, Optics express.

[11]  Stephan Saalfeld,et al.  Globally optimal stitching of tiled 3D microscopic image acquisitions , 2009, Bioinform..

[12]  Jon Y. Hardeberg,et al.  Hyperspectral imaging of art: Acquisition and calibration workflows , 2019, Journal of the American Institute for Conservation.

[13]  Lindsay W. MacDonald A robotic system for digital photography , 2006, Electronic Imaging.

[14]  J. Hardeberg,et al.  Potential and Challenges of Spectral Imaging for Documentation and Analysis of Stained-Glass Windows , 2020 .

[15]  T. Palomar,et al.  Analysis of chromophores in stained-glass windows using Visible Hyperspectral Imaging in-situ. , 2019, Spectrochimica acta. Part A, Molecular and biomolecular spectroscopy.