ArticleSensors (Basel, Switzerland)2020
Hyper-Spectral Imaging Technique in the Cultural Heritage Field: New Possible Scenarios.
Article in Sensors (Basel, Switzerland), 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 22 papers, 1 of them a synthesis that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
22 citing papers in PubMed, 1 synthesis or guideline pooled it, 128 citations in OpenAlex.
- Recent Advances in Counterfeit Art, Document, Photo, Hologram, and Currency Detection Using Hyperspectral Imaging.Sensors (Basel, Switzerland) · 2022Pooled it
- Standardized Short-Wave Infrared Hyperspectral Imaging for Non-Destructive Spectral Comparison of Coin Denominations, Design Variants, and Surface-Use Conditions.Sensors (Basel, Switzerland) · 2026Article
- Hyperspectral Imaging for the Colorimetric Characterization of Purple Manuscripts: Accuracy, Biases, and Diagnostic Potential.Sensors (Basel, Switzerland) · 2026Article
- Investigating Structurally and Pigmentary Colored Featherworks via Noninvasive Methodologies.ACS omega · 2026Article
- Rediscovering lost colors: film color restoration by hyperspectral imaging and cluster-based spectral correction algorithm (CBSCA).RSC advances · 2026Article
- A Systematic Review of Imaging Techniques for the Botanical and Geographical Classification of Coffee.Foods (Basel, Switzerland) · 2026Review
- Matrix-R Theory: A Simple Generic Method to Improve RGB-Guided Spectral Recovery Algorithms.Sensors (Basel, Switzerland) · 2025Article
- Moisture Content Estimation of Porous Building Stones using Hyperspectral Imaging.Scientific data · 2025Article
- Hyperspectral dataset of historical documents and mock-ups from 400 to 1700 nm (HYPERDOC).Scientific data · 2025Article
- Applying Gel-Supported Liquid Extraction to Tutankhamun's Textiles for the Identification of Ancient Colorants: A Case Study.Gels (Basel, Switzerland) · 2023Article
- High-Dynamic-Range Spectral Reflectance for the Segmentation of Paint Pigment: Application to Dalí's Oil Painting Dos Figuras (1926).Sensors (Basel, Switzerland) · 2023Article
- A Rehabilitation of Pixel-Based Spectral Reconstruction from RGB Images.Sensors (Basel, Switzerland) · 2023Article
- A Novel Transmittance Vis-NIR Hyper-Spectral Imaging Scanner for Analysis of Photographic Negatives: A Potential Tool for Photography Conservation.Sensors (Basel, Switzerland) · 2023Article
- Neural Networks for Hyperspectral Imaging of Historical Paintings: A Practical Review.Sensors (Basel, Switzerland) · 2023Review
- Irradiance Independent Spectrum Reconstruction from Camera Signals Using the Interpolation Method.Sensors (Basel, Switzerland) · 2022Article
- Spectral Reflectance Recovery from the Quadcolor Camera Signals Using the Interpolation and Weighted Principal Component Analysis Methods.Sensors (Basel, Switzerland) · 2022Article
- Acquisition of High Spectral Resolution Diffuse Reflectance Image Cubes (350-2500 nm) from Archaeological Wall Paintings and Other Immovable Heritage Using a Field-Deployable Spatial Scanning Reflectance Spectrometry Hyperspectral System.Sensors (Basel, Switzerland) · 2022Article
- Assessing the Spectral Characteristics of Dye- and Pigment-Based Inkjet Prints by VNIR Hyperspectral Imaging.Sensors (Basel, Switzerland) · 2022Article
- Artificial Intelligence for Pigment Classification Task in the Short-Wave Infrared Range.Sensors (Basel, Switzerland) · 2021Article
- Recycling-Oriented Characterization of Post-Earthquake Building Waste by Different Sensing Techniques.Journal of imaging · 2021Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
4 authors at 1 institution in 1 country.
Funding
Abstract
Imaging spectroscopy technique was introduced in the cultural heritage field in the 1990s, when a multi-spectral imaging system based on a Vidicon camera was used to identify and map pigments in paintings. Since then, with continuous improvements in imaging technology, the quality of spectroscopic information in the acquired imaging data has greatly increased. Moreover, with the progressive transition from multispectral to hyperspectral imaging techniques, numerous new applicative perspectives have become possible, ranging from non-invasive monitoring to high-quality documentation, such as mapping and characterization of polychrome and multi-material surfaces of cultural properties. This article provides a brief overview of recent developments in the rapidly evolving applications of hyperspectral imaging in this field. The fundamentals of the various strategies, that have been developed for applying this technique to different types of artworks are discussed, together with some examples of recent applications.
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What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.