首页|基于OpenCV的"数字图像处理"课程阶梯式实践教学体系研究

基于OpenCV的"数字图像处理"课程阶梯式实践教学体系研究

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"数字图像处理"课程通常以理论授课为主,辅以少量的实验学时。其本质要求是使学生通过课程学习,具备基于常用图像库编写代码解决实际工程中有关图像处理与分析的问题。但是,仅靠少量的实验学时,难以全面彻底地培养学生的实际动手能力。基于OpenCV,文章提出一种由浅入深、由点及面的阶梯式实践教学体系,具体分为"课堂―作业―实验―大作业"四个层次,为学生搭建"算法函数讲解―单个算法简单应用―多个算法融合应用—工程问题综合运用"的平滑学习曲线。通过批阅学生过程考核材料发现,大多数学生的任务完成质量超过预期。课程问卷结果显示大多数学生都很快适应并融入了该实践教学体系,并认为该体系有效地培养了自己编写图像算法以解决实际工程问题的能力。
Studies on step―by―step practical teaching paradigm for"Digital image processing"course
Digital image processing is typically taught as a theoretical course with a small amount of practical hours.The underlying requirement is that,students should be able to write code based on common image libraries to solve image processing and analysis problems in practical engineering.However,it is difficult to fully cultivate students'practical hands―on skills with only a small amount of practical hours.In this paper,based on OpenCV,the authors propose a step―by―step practice teaching paradigm.It is specifically divided into four levels―"classroom―homework―experiment―major assignment",which provides students with a smooth learning curve of"algorithm function explanation―simple application of a single algorithm―fusion application of multiple algorithms―comprehensive application of engineering problems".The process assessment materials show,the quality of completion of most tasks by students exceeds expectations.And the course questionnaire shows most students quickly adapt to this practice teaching paradigm,and believe the system has effectively cultivated their ability to write image algorithms to solve practical engineering problems.

digital image processingstep―by―step practice teaching paradigmOpenCV

丁进、施秧、孙勇智

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浙江科技大学自动化与电气工程学院 浙江 杭州 310023

数字图像处理 阶梯式实践教学 OpenCV

浙江科技学院教学改革研究项目

2023―JG33

2024

科教导刊
湖北省科学技术协会

科教导刊

影响因子:0.225
ISSN:1674-6813
年,卷(期):2024.(8)
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