DETECTING WATER BODIES IN LANDSAT8 OLI IMAGE USING DEEP LEARNING

Water body identifying is critical to climate change, water resources, ecosystem service and hydrological cycle. Multi-layer perceptron(MLP) is the popular and classic method under deep learning framework to detect target and classify image. Therefore, this study adopts this method to identify the w...

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Bibliographic Details
Main Authors: W. Jiang, G. He, T. Long, Y. Ni
Format: Article
Language:English
Published: Copernicus Publications 2018-04-01
Series:The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences
Online Access:https://www.int-arch-photogramm-remote-sens-spatial-inf-sci.net/XLII-3/669/2018/isprs-archives-XLII-3-669-2018.pdf