A Strategy of Parallel SLIC Superpixels for Handling Large-Scale Images over Apache Spark

A Strategy of Parallel SLIC Superpixels for Handling Large-Scale Images over Apache Spark

Superpixel segmentation algorithms are widely used in the image processing field. The size of the large-scale images usually exceeds the memory of a single machine given that the size of image data has increased rapidly in recent years. This leads to big challenges for implementing sequential superp...

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Bibliographic Details
Main Authors: Ning Wang, Fang Chen, Bo Yu, Lei Wang
Format: Article
Language:English
Published: MDPI AG 2022-03-01
Series:Remote Sensing
Subjects:
superpixel algorithms
distributed computation
image processing
Apache Spark
digital disaster reduction
Online Access:https://www.mdpi.com/2072-4292/14/7/1568

Internet

https://www.mdpi.com/2072-4292/14/7/1568

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