High-speed parallel segmentation algorithms of MeanShift for litchi canopies based on Spark and Hadoop
Hongyi Xiong,
Jianhua Wang,
Yiming Xiao
et al.
Abstract:The MeanShift algorithm is a nonparametric method based on gradient ascent and it can effectively handle complex variations in lychee orchard scenes as well as changes in lychee tree canopies due to its adaptability, multi-scale analysis capabilities, and robustness, making it widely used in the segmentation processing of drone-based remote sensing images of lychee orchards. However, due to the high computational complexity of the MeanShift algorithm, its performance in processing large-scale drone remote sens… Show more
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