BUILDING DETECTION FROM SAR IMAGES USING UNET DEEP LEARNING METHOD

SAR images are different from the optical images in terms of image properties with the values of scattering instead of reflectance. This makes SAR images difficult to apply the traditional object detection methodologies. In recent years, deep learning models are frequently used in segmentation and o...

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Bibliographic Details
Main Authors: R. A. Emek, N. Demir
Format: Article
Language:English
Published: Copernicus Publications 2020-11-01
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/XLIV-4-W3-2020/215/2020/isprs-archives-XLIV-4-W3-2020-215-2020.pdf