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
Metadata
Näytä kaikki kuvailutiedotKokoelmat
Lisenssi
Samankaltainen aineisto
Näytetään aineistoja, joilla on samankaltainen nimeke tai asiasanat.
-
Hyperspectral Imaging Reveals Spectral Differences and Can Distinguish Malignant Melanoma from Pigmented Basal Cell Carcinomas : A Pilot Study
Räsänen, Janne; Salmivuori, Mari; Pölönen, Ilkka; Grönroos, Mari; Neittaanmäki, Noora (Society for Publication of Acta Dermato-Venereologica, 2021)Pigmented basal cell carcinomas can be difficult to distinguish from melanocytic tumours. Hyperspectral imaging is a non-invasive imaging technique that measures the reflectance spectra of skin in vivo. The aim of this ... -
Differentiating Malignant from Benign Pigmented or Non-Pigmented Skin Tumours : A Pilot Study on 3D Hyperspectral Imaging of Complex Skin Surfaces and Convolutional Neural Networks
Lindholm, Vivian; Raita-Hakola, Anna-Maria; Annala, Leevi; Salmivuori, Mari; Jeskanen, Leila; Saari, Heikki; Koskenmies, Sari; Pitkänen, Sari; Pölönen, Ilkka; Isoherranen, Kirsi; Ranki, Annamari (MDPI AG, 2022)Several optical imaging techniques have been developed to ease the burden of skin cancer disease on our health care system. Hyperspectral images can be used to identify biological tissues by their diffuse reflected spectra. ... -
A method for anomaly detection in hyperspectral images, using deep convolutional autoencoders
Penttilä, Jeremias (2017)Menetelmä poikkeavuuksien havaitsemiseen hyperspektrikuvista käyttäen syviä konvolutiivisia autoenkoodereita. Poikkeavuuksien havaitseminen kuvista, erityisesti hyperspektraalisista kuvista, on hankalaa. Kun ongelmaan ... -
Indian Yellow and Titanium White : A Material-centred Perspective on the Pigments Used by Artists Helene Schjerfbeck and Akseli Gallen-Kallela in the 1920s
Tikkala, Hanne; Hornytzkyj, Seppo (Kansallisgalleria, 2022)This article presents the results of material studies focused on identifying and comparing the contents of the pigment palettes of two notable Finnish painters, Helene Schjerfbeck (1862–1946) and Akseli Gallen-Kallela ... -
Pigment analysis in Sphingomonas glacialis strain S2U11 and its light exposure effect
Ketola, Katri (2023)Hapellisissa oloissa happea tuottamattomat fotosynteettiset (AAP-) bakteerit saavat kemiallista energiaa hyödyntämällä valoa happea tuottamattomassa fotosynteesissä. Hapellinen ympäristö on tarpeellinen bakteeriklorofyllien ...
Ellei toisin mainittu, julkisesti saatavilla olevia JYX-metatietoja (poislukien tiivistelmät) saa vapaasti uudelleenkäyttää CC0-lisenssillä.