基于MATLAB GUI图像处理系统的设计与实现

MATLAB作为算法开发及数据可视化的交互式工具,在数字图像处理方面应用广泛,并集成了具有多种算法的图像处理工具箱。本文基于MATLAB图像用户界面(GUI)和图像处理工具箱设计实现了一款图像处理系统,该系统可实现图像的运算、变换、分割、改善、形态学处理、压缩编码等内容,并通过综合实例阐述了本系统在图像识别中的应用,使图像处理可视化更加直观,便捷。多次实践表明,本系统具有良好的实用性、交互性、移植性,易于后期模式识别和机器视觉相关应用的扩展研究。

Design and Implementation of the MATLAB GUI Image Processing System

As an interactive tool for algorithm development and data visualization, MATLAB is widely used in digital image processing and integrates image processing toolbox with different algorithms. Based on Graphical User Interface(GUI) of MATLAB and the image processing toolbox, this paper designs and implements an image processing system, which can realize the operation, transformation, segmentation, improvement, morphological processing, compression and coding of images, and expounds the application of the system in image pattern recognition through a comprehensive example, making the image processing visualization more intuitive and convenient. Many practices show that the system has good practicability, interactivity and portability, and it is also helpful for further research on pattern recognition and machine vision related applications.