基于PSO-KMeans算法的MATLAB(GUI)图像分割系统平台开发应用

Development and Application of MATLAB(GUI) Image Segmentation System Platform Based on PSO-KMeans Algorithm

针对GUI设计开发系统在图像处理领域中的领域问题,本文以PSO-Kmeans组合算法为理论基础,通过GUI控件的布局设计及回调函数程序的编写,开发了一套基于PSO—KMeans算法的MATLAB(GUI)图像分割系统平台开发应用,实现了对图像的分割结果、参数输出、数据可视化,解决了图像分割过程中实现复杂的问题。同时,选取在图像分割应用中的示例图片对图像进行分割测试。结果表示,图像分割系统界面友好,操作简单,准确实现了图像的分割,并得到分割的相关数据。该研究提高了图像分割的简单性以及可视化性。

Aiming at the domain problem of GUI design and development system in the field of image processing,this paper develops a set of PSO-KMeans algorithm based on PSO-Kmeans combination algorithm based on the layout design of GUI control and the writing of callback function program.The MATLAB(GUI)image segmentation system platform is developed and applied to realize the segmentation result,parameter output and data visualization of the image,and solve the complex problem in the image segmentation process.At the same time,the sample image in the image segmentation application is selected to segment the image.The results show that the image segmentation system has a friendly interface,simple operation,accurate image segmentation,and segmentation related data.This study improves the simplicity and visualization of image segmentation.