数字图像处理特色实验项目设计陶瓷碗缺陷检测

Development of Characteristic Experiment Project of Digital Image Processing—Defect Inspection for Ceramics

  • 摘要: 为培养学生利用图像处理技术解决工程应用问题的能力,同时实现为陶瓷行业输送合格工程应用型人才的培养目标,面向行业需求精心设计了一个数字图像处理特色实验项目——陶瓷碗缺陷检测。设计内容涵盖了验证性、综合性和创新性3个实验模块。该特色实验覆盖了多种图像处理技术,让学生在实践中充分了解图像处理技术;给出了面向行业特色的算法设计思路,为学生开启一种利用算法解决行业问题的新思路。实验项目从工程应用出发,兼顾特色地方院校的培养定位,给出了特色实验案例设计的一种新思路,充分激发学生学习兴趣,培养学生解决复杂工程问题的能力。

     

    Abstract: In order to cultivate students’ ability to use image processing technology to solve the problems in engineering application, and to train application talents of ceramic industry, a digital image processing characteristic experiment project, defect inspection for ceramics, is designed in this paper. The project consists of three parts, including confirmatory experiment, comprehensive experiment and innovative experiment. On the one hand, the contents of the project involve the classical theory of digital image processing, so that students can fully understand the image processing technology in practice. On the other hand, the algorithm design idea oriented to industry characteristics is given in this paper, which provides a new idea for students to solve the engineering problem by using algorithms. The development of the project takes the feature orientation of local university into account, and gives a new idea of characteristic case design. The proposed project enhances the students’ enthusiasm in experiment and cultivates students’ ability to solve complex engineering problems.

     

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