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Study on Detection Method of Foxing on Paper Artifacts Based on Hyperspectral Imaging Technology
- Source :
- Journal of Physics: Conference Series. 2010:012177
- Publication Year :
- 2021
- Publisher :
- IOP Publishing, 2021.
-
Abstract
- Paper artifacts are contaminated by external factors in the process of preservation such as foxing. For the problem of backward technology of rapid detection of foxing on paper artifacts, a method based on hyperspectral imaging technology is proposed to detect foxing spots on paper artifacts. After selecting the region of interest and obtaining the corresponding average reflectance, the difference in the average reflectance is found after comparing the healthy regions with the diseased regions. Using band operation and minimum noise fraction to observe the characteristics of foxing image, although there is overlap in different parts, the distribution distinction between moldy and healthy regions is obvious; K-nearest neighbor method and BP neural network are applied to establish the spectral discrimination model of paper artifacts with foxing spots, and the overall discrimination rate of the two methods is 73.3% and 85%, respectively. The results show that hyperspectral imaging can be used for the identification of foxing spots, but the distinction between different parts is not good, and the discrimination effect still needs to be improved.
Details
- ISSN :
- 17426596 and 17426588
- Volume :
- 2010
- Database :
- OpenAIRE
- Journal :
- Journal of Physics: Conference Series
- Accession number :
- edsair.doi...........6d1769eb5f9f969faa5670d6aa7f6a37