Spectral Imaging for Cultural Heritage
A special issue of Journal of Imaging (ISSN 2313-433X). This special issue belongs to the section "Color, Multi-spectral, and Hyperspectral Imaging".
Deadline for manuscript submissions: closed (30 September 2022) | Viewed by 19652
Special Issue Editors
Interests: spectral imaging; cultural heritage; computer vision; color science
Interests: spectral imaging; cultural heritage; applied spectroscopy; data analysis; conservation; lighting in museums
Special Issue Information
Dear Colleagues,
Spectral imaging, including both multispectral (MSI) and hyperspectral (HSI) imaging, has no doubt been one of the cutting-edge fields of research in image capture over the last two decades. Spectral image acquisition and processing has progressed rapidly in recent years and been proven to add value to data analysis in a growing number of application fields (e.g., remote sensing, industrial control, food and agriculture, medical imaging, etc.). More recently, its great potential has also been brought to the fore in the analysis and study of cultural heritage and artworks in general, thus opening several unexplored research directions.
This Special Issue of Journal of Imaging aims to cover a wide range of topics linked to the exploration and exploitation of spectral imaging for cultural heritage, namely the analysis and documentation of different CH objects, challenging artefacts, new data-processing methods (including AI and learning-based techniques), image/data quality aspects, visualization, etc. In consideration of all the topics listed below, and others that might be considered of interest, special emphasis will be given to contributions that focus on innovative and simplified capture procedures, spectral image processing techniques (e.g., new methods for exploring data, such as machine learning and deep learning), multimodal approaches, and data-fusion and image-fusion problems. Moreover, contributions demonstrating the capacity of spectral image-based data analysis in offering additional insight over conventional imaging devices will be prioritized. Devices gathering data in spectral ranges outside of the visible (ultraviolet, infrared, shortwave infrared, midwave infrared) are also of particular interest, especially in relation to novel designs or application studies. The submission of insightful reviews on selected topics of interest within the field is also encouraged.
Dr. Sony George
Dr. Costanza Cucci
Dr. Ruven Pillay
Guest Editors
Manuscript Submission Information
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Keywords
- Hyper/multispectral imaging for CH
- Image processing in spectral imaging of cultural heritage
- Cultural heritage visualization using spectral imaging
- Development of new methods and instrumentation for spectral image documentation
- Spectroscopic mapping and identification of art materials
- Spectral unmixing techniques applied to the identification of materials in art
- Spectroscopic image-based techniques for the detection of artifacts related to aging
- The applications of spectral imaging in characterizing the aging process of pigments/dyes or varnishes
- Applications of spectral imaging techniques to detect pentimenti or underdrawings
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