Revealing Hidden Art : Authenticating And Unveiling Neolithic Rock Paintings Through Advanced Hyperspectral Imaging Techniques
Raita-Hakola, A.-M., Rahkonen, S., & Pölönen, I. (2024). Revealing Hidden Art : Authenticating And Unveiling Neolithic Rock Paintings Through Advanced Hyperspectral Imaging Techniques. In IGARSS 2024 : 2024 IEEE International Geoscience and Remote Sensing Symposium (pp. 8064-8068). IEEE. IEEE International Geoscience and Remote Sensing Symposium proceedings. https://doi.org/10.1109/IGARSS53475.2024.10640641
Julkaistu sarjassa
IEEE International Geoscience and Remote Sensing Symposium proceedingsPäivämäärä
2024Pääsyrajoitukset
Embargo päättyy: 2026-09-06Pyydä artikkeli tutkijalta
Tekijänoikeudet
© 2024 IEEE
Finnish rock paintings from Neolithic Stone Age are located on open-air bedrock panels, being subject to the effects biotic and climatic influences. Consequently, these paintings have predominantly faded and are challenging to discern. Through hyperspectral (HS) imaging and computational unmixing methods, both the delineation of these drawings and the identification of their pigments can be enhanced. In this study, we developed an unmixing method for detecting hematite and compared various techniques for delineating figures from HS images captured from Halsvuori rock painting. The results indicate that HS cameras combined with unmixing methods can successfully identify pigments and render the figures more discernible than before.
Julkaisija
IEEEEmojulkaisun ISBN
979-8-3503-6033-2Konferenssi
IEEE International Geoscience and Remote Sensing SymposiumKuuluu julkaisuun
IGARSS 2024 : 2024 IEEE International Geoscience and Remote Sensing SymposiumISSN Hae Julkaisufoorumista
2153-6996Asiasanat
art source coding geoscience and remote sensing pigments rocks cameras painting Neolithic hyperspectral data influence of climate unmixing methods spatial resolution total variance small animal final feature spectral imaging kernel weight human figure Fennoscandia pigment analysis combination of spectra spectral unmixing convolutional autoencoder authentic assessment pure pixels white target hyperspectral imaging scandinavian rock paintings hyperspektrikuvantaminen neoliittinen kausi pigmentit (värijauheet) kalliomaalaukset spektrikuvaus
Julkaisu tutkimustietojärjestelmässä
https://converis.jyu.fi/converis/portal/detail/Publication/243295703
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