基于遗传算法的草莓图像 FCM 分割方法研究

摘要

为了改善草莓采摘机器视觉系统中果实图像的分割效果，对图像分割算法中的遗传算法理论进行了分析。针对草莓果实图像的特点，通过使用遗传算法去寻找FCM图像分割方法中的聚类中心，提高了确定聚类中心的精度，从而改善了草莓果实图像的分割效果。%In order to improve strawberry picking machine vision systems fruit image segmentation results , In this paper , Image segmentation algorithms of genetic algorithm theory are analyzed .According to the characteristics of strawberry fruits image , The use of genetic algorithm to find the FCM image segmentation algorithm in the cluster center , Improve the accuracy to determine the cluster center , It improves the image segmentation results .