计算机与数字工程2024,Vol.52Issue(8) :2488-2492.DOI:10.3969/j.issn.1672-9722.2024.08.043

融合PVA聚类和二维直方图的图像分割算法

Image Segmentation Algorithm Based on PVA Clustering and Two-dimensional Histogram

刘璐 史鹏敏
计算机与数字工程2024,Vol.52Issue(8) :2488-2492.DOI:10.3969/j.issn.1672-9722.2024.08.043
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融合PVA聚类和二维直方图的图像分割算法

Image Segmentation Algorithm Based on PVA Clustering and Two-dimensional Histogram

刘璐 1史鹏敏1
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作者信息

  • 1. 西安交通工程学院西安软通动力技术服务有限公司 西安 710300
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摘要

针对一维直方图的Vague系统方法在进行图像分割时未考虑与之相邻的信息,提出融合PVA聚类和二维直方图的图像分割算法,该算法核心内容是合理地构造二维直方图,通过搜索与之匹配的元素作为集群样本的元素,利用粒子群能快速寻找最优解的能力,建立新的目标函数以提高聚类效果.

Abstract

Vague system for one-dimensional histogram method does not consider when carries on the image segmentation with the adjacent information,fusion of PVA and two-dimensional histogram clustering image segmentation algorithm is proposed,this algorithm is the core content structure of two-dimensional histogram reasonably,through search matching elements as the clus-ter sample element,using particle swarm can rapidly find the optimal solution of ability,a new objective function is established to improve the clustering effect.

关键词

图像分割/Vague聚类/粒子群/二维直方图/分割效果

Key words

image segmentation/Vague clustering/the particle swarm/two-dimensional histogram/segmentation results

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基金项目

中青年基金项目(21KY-42)

出版年

2024
计算机与数字工程
中国船舶重工集团公司第七0九研究所

计算机与数字工程

CSTPCD
影响因子:0.355
ISSN:1672-9722
参考文献量5
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