Segmentation of large-scale remotely sensed images on a Spark platform: A strategy for handling massive image tiles with the MapReduce model

Image segmentation is essential in object-based image analysis. Numerous image segmentation algorithms have been proposed and widely applied to process remote sensing images, but most of them are designed to deal with single scenes. As the volume of images grows rapidly, handling images with single...

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Bibliographic Details
Published in:	ISPRS journal of photogrammetry and remote sensing Vol. 162; pp. 137 - 147
Main Authors:	Wang, Ning, Chen, Fang, Yu, Bo, Qin, Yuchu
Format:	Journal Article
Language:	English
Published:	Elsevier B.V 01.04.2020
Subjects:	agricultural land algorithms computers Distributed algorithms GeoTrellis image analysis Image processing remote sensing Segmentation algorithms Spark tiles urban areas Spark Image processing Distributed algorithms Segmentation algorithms GeoTrellis
ISSN:	0924-2716, 1872-8235
Online Access:	Get full text
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