摘 要: 综合运用数字图像处理、图形用户界面设计、计算机视觉等多种技术,基于MATLAB图形用户界面功能开发了一种医学影像处理平台,主要实现了医学影像处理界面的搭建和各控件回调函数的设计。平台主要分为五大模块:底层处理模块、加载噪声模块、图像去噪模块、图像分割模块和图像三维重建模块。实验结果表明,平台设计具有良好的可视性和交互性,能充分挖掘医学影像信息,便于医生从多角度、多层次进行观察和分析,可为医学诊断提供有力的信息支撑。 |
关键词: 图像处理;图形用户界面;医学影像 |
中图分类号: TP391
文献标识码: A
|
基金项目: 辽宁省自然科学基金项目(2019-MS-237,20180550671);沈阳大学大学生创新创业训练计划项目(2019110350208). |
|
On Design of a Medical Image Processing Platform |
LI Wenqiang, TIAN Dan, ZHANG Yan, LIU Dahao
|
(School of Information Engineering, Shenyang University, Shenyang 110044, China)
2767494459@qq.com; 791860514@qq.com; 1300405853@qq.com; 3434338582@qq.com
|
Abstract: This paper proposes a medical image processing platform by integrating a variety of technologies, such as digital image processing, graphical user interface design, and computer vision. Based on MATLAB (Matrix & Laboratory) graphical user interface function, this platform is designed to realize medical image processing interface construction and callback function. The platform is mainly divided into five modules: low-level processing module, loading noise module, image denoising module, image segmentation module, and image 3D reconstruction module. Simulation results show that with good visibility and interaction, the proposed platform can fully present medical image information, facilitate doctors to observe and analyze image information from multiple angles and levels, and provide reliable information support for medical diagnosis. |
Keywords: image processing; graphical user interface; medical imaging |