Deep Learning Spatial-Spectral Classification of Remote Sensing Images by Applying Morphology-Based Differential Extinction Profile (DEP)

Since the technology of remote sensing has been improved recently, the spatial resolution of satellite images is getting finer. This enables us to precisely analyze the small complex objects in a scene through remote sensing images. Thus, the need to develop new, efficient algorithms like spatial-sp...

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Veröffentlicht in:	Electronics (Basel) 2021-12, Vol.10 (23), p.2893
Hauptverfasser:	Kakhani, Nafiseh, Mokhtarzade, Mehdi, Valadan Zoej, Mohammad Javad
Format:	Artikel
Sprache:	eng
Schlagworte:	Accuracy Algorithms Classification Classifiers Datasets Deep learning Extinction Image classification Image segmentation Machine learning Morphology Neighborhoods Neural networks Object recognition Remote sensing Satellite imagery Spatial data Spatial resolution Spectra Spectral classification Support vector machines Thematic mapping
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