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http://dx.doi.org/10.12654/JCS.2015.31.4.07

Utilization of Hyperspectral Image Analysis for Monitoring of Stone Cultural Heritages  

Chun, Yu Gun (Conservation Science Division, National Research Institute of Cultural Heritage)
Lee, Myeong Seong (Conservation Science Division, National Research Institute of Cultural Heritage)
Kim, Yu Ri (Conservation Science Division, National Research Institute of Cultural Heritage)
Lee, Mi Hye (Conservation Science Division, National Research Institute of Cultural Heritage)
Choi, Myoung Ju (Conservation Science Division, National Research Institute of Cultural Heritage)
Choi, Ki Hyun (Asia Aero Survey CO. Ltd.)
Publication Information
Journal of Conservation Science / v.31, no.4, 2015 , pp. 395-402 More about this Journal
Abstract
This study was considered utilization of hyperspectral image analysis for monitoring. Accordingly we applied to stone cultural properties to data correction methods, image classification techniques, NDVI computation techniques using hyperspectral image. As the results, hyperspectral image analysis was possible making detailed deterioration map, accurate calculation of deterioration rate, mapping of normalized difference vegetation index on the basis of reflectance of each materials. Therefore, hyperspectral image analysis will be used for effective monitoring techniques of stone cultural heritages.
Keywords
Stone Cultural Heritage; Hyperspectral image; Monitoring; Classification; NDVI;
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Times Cited By KSCI : 14  (Citation Analysis)
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1 Benediktsson, J.I., J.R., Sveinsson, K. Arnason, 1995, Classification and Feature Extraction of AVIRIS Data. IEEE Transactions on Geoscience and Remote Sensing, 33, 1194-1205.   DOI
2 Choi, S.K., Lee S.K., Wang, B., 2014, Analysis of Vegetation Cover Fraction on Landsat OLI using NDVI. Journal of the Korean Society of Surveying, Geodesy, Photogrammetry, and Cartography, 32, 9-17. (in Korean with English abstract)   DOI
3 Chun, Y.G., Lee, C.H., Jo, S.N., Jo, Y.H., Park, G.J., Yang, P.S., 2008, Measurement of Crack Depth and Weathering Degree Using Ultrasonic Velocity and Deterioration Evaluation of the Unhyungung Stone Water Container. Journal of Conservation Science, 24, 1-11. (in Korean with English abstract)
4 Chun, Y.G., Lee, J.M., Lee, M.H., Park, S.M., Lee, S.M., Lee, M.S., 2014, Long Term Monitoring of Deterioration Condition for the Rock-carved Buddha Triad in Seosan, Korea. Journal of Conservation Science, 30, 439-446. (in Korean with English abstract)   DOI
5 Chun, Y.G., Lee, M.S., Lee, J.M., Lee, J.J., 2013, Conservation Treatment and Deterioration Evaluation of the Namwon Singyeri Maaeyeoraejwasang (Rock-Carved Seated Buddha Statue), Korea. Journal of Conservation Science, 29, 321-332. (in Korean with English abstract)   DOI
6 Filho, A.G.S., Frery, A.C., Araujo, C.C., Alice, H., Cerqueira, J., Loureiro, J.A., Lima, M.E., Oliveira, Mdas.G.S., Horta, M.M., 2003, Hyperspectral images clustering on reconfigurable hardware using the k-means algorithm. 16th Symposium on Integrated Circuits and Systems Design, SBCCI 2003, 99-104.
7 Gates, David M., 1980, Biophysical Ecology. Springer-Verlag, New York, 611.
8 Goetz, A.F.H., G. Vane, J. Solomon, B.N. Rock, 1985. Imaging spectrometry for Earth remote sensing, Science, 228, 1147-1153.   DOI
9 Jo. Y.H. and Lee, C.H., 2011, Making Method of Deterioration Map and Evaluation Techniques of Surface and Three-dimensional Deterioration Rate for Stone Cultural Heritage. Journal of Conservation Science, 27, 251-260. (in Korean with English abstract)
10 Jo. Y.H., Lee, C.H., Yoo, J.H., 2013, Study on Applicability of Passive Infrared Thermography Analysis for Blistering Detection of Stone Cultural Heritage. Journal of Conservation Science, 29, 55-67. (in Korean with English abstract)   DOI
11 Karaska, M.A., R.L. Huguenin, J.L. Beacham, M.H. Wang, J.R. Jensen, R.S. Kaufmann, 2004. AVIRIS measurements of chlorophyll, suspended minerals, dissolved organic carbon, and turbidity in the Neuse river, North Carolina, Photogrammetric Engineering & Remote Sensing, 70, 125-133.   DOI
12 Kim, S.H., Lee, K.S., Ma, J.R., Kook, M.J., 2005, Current Status of Hyperspectral Remote Sensing: Principle, Data Processing Techniques, and Applications. Korean Journal of Remote Sensing, 21, 341-369. (in Korean with English abstract)   DOI
13 Kim, S.H., Lee, K.S., Ma, J.R., Kook, M.J., 2005, Current Status of Hyperspectral Remote Sensing: Principle, Data Processing Techniques, and Applications. Korean Journal of Remote Sensing, 21, 341-369. (in Korean with English abstract)   DOI
14 Kruse, F.A., Lefkoff, A.B., Boardman, J.B., Heidebrecht, K.B., Shapiro, A.T., Barloon, P.J., Goetz, A.F.H., 1993, The Spectral Image Processing System (SIPS) - Interactive Visualization and Analysis of Imaging spectrometer Data. Remote Sensing of Environment, 44, 145-163.   DOI
15 Lee, C.H. and Lee, M.S., 2005, The State of the Art and Conservation Method for the Masonry Cultural Heritages in Korea. Journal of The Korea Institute for Structural Maintenance and Inspection, 9, 13-21. (in Korean with English abstract)
16 Myneni, R.B., F.G. Hall, P.J., Sellers, A.L., Marshak, 1995, The interpretation of spectral vegetation indexes. IEEE Transactions on Geoscience and Remote Sensing, 33, 481-486.   DOI
17 Lee, C.H., Chun, Y.G., Jo, Y.H., Suh, M., 2012, Evaluation of Slope Stability and Deterioration Degree for Bangudae Petroglyphs in Ulsan, Korea. Journal of Conservation Science, 28, 153-164. (in Korean with English abstract)   DOI
18 Lee, C.H., Jo, Y.H., Chun, Y.G., 2009, Establishment of Ultrasonic Measurement and Correlations of Direct-Indirect Method for Weathering Evaluation of Stone Cultural Heritage. Journal of Conservation Science, 25, 233-244. (in Korean with English abstract)
19 Lee, S.M., Lee, M.S., Chun, Y.G., Lee, J.M., Morii, M., 2012, Weathering Characteristics according to Seawater Immersion of the Magai Wareiishi Jizo (Buddhist Statue Carved on Rock Surface) in Hiroshima, Japan. Journal of Conservation Science, 28, 329-341. (in Korean with English abstract)   DOI
20 Neta, T., Cheng, Q., Bello, R.L. and Hu, B. 2010, Upscaling reflectance information of lichens and mosses using a singularity index: A case study of the Hudson Bay Lowlands, Canada. Biogeoscience, 7, 2557-2565. NOAA, http://www.noaa.gov   DOI
21 Raimondi, V., Cecchi, G., Lognoli, D., Palombi, L., 2009, The fluorescence lidar technique for the remote sensing of photoautotrophic biodeteriogens in the outdoor cultural heritage: A decade of in situ experiments. International Biodeterioration & Biodegradation, 63, 823-835.   DOI
22 Richards, J.A., 1999, Remote Sensing Digital Image Analysis, Springer-Verlag, Berlin, 240.
23 Sellers, P.J., 1985, Canopy reflectance, photosynthesis, and transpiration. International Journal of Remote Sensing, 6, 1335-1372.   DOI
24 Yoo, J.H., Lee, C.H., Chun, Y.G., 2014, Material Characteristics, Deterioration Evaluation and Crack Depth Estimation for Mulgyeseowon Stele in Changnyeong, Korea. Journal of Conservation Science, 30, 427-438. (in Korean with English abstract)   DOI
25 Shin, S.C., An, T.Y., 2007, Development of Estimating Method for Areal Evapotranspiration using Satellite Data. Journal of the Korean Association of Geographic Information Studies, 10, 70-80 (in Korean with English abstract)
26 Shin, S.C., Kwon, G.Y., 2014, Estimation of Net Primary Production for Nakdong River Basin using Vegetation Index. Korean Geo-Environmental Society, 15, 35-42. (in Korean with English abstract)
27 Tou, J.T. and Gonzalez, R.C., 1974. Pattern Recognition Principles, Addison-Wesley Publishing Company, Reading, Massachusetts.
28 Yu, J., 2012, Mineral Exploration using VIS-IR spectroscopy. Mineral science and industry, 25, 63-73. (in Korean)