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Author/Affiliation: Xianxian Luo
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6 Pages, 458 KB Download PDF

Application of Deep Belief Network in Forest Type Identification using Hyperspectral Data

Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 6, Page # 1554–1559, 2020; DOI: 10.25046/aj0506186
Abstract:

Forest mapping by remote sensing is a hot topics in forestry. At present, many researchers focus on the research of forest type classification or tree species identification using different machine learning methods and try to improve the accuracy of classification of satellite image. However, forest type classification using deep belief network (DBN) is still limited…

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(This article belongs to the SP10 (Special Issue on Multidisciplinary Sciences and Engineering 2020-21) & Section Information Systems in Computer Science (CIS))

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