新工科背景下地方应用型高校“图像处理与机器视觉”课程教学改革研究  

On the Teaching Reform Mode of Image Processing and Machine Vision Course in Local Applied Universities under the Background of the Emerging Engineering Education

作　　者：唐泽恬 张泽敏 祝昆[1] 杨文韬[1] Tang Zetian;Zhang Zemin;Zhu Kun;Yang Wentao(School of Physics and Electrical Engineering,Liupanshui Normal University,Liupanshui 553000,China;School of Chemistry and Materials Engineering,Liupanshui Normal University,Liupanshui 553000,China)

机构地区：[1]六盘水师范学院物理与电气工程学院,贵州六盘水553004 [2]六盘水师范学院化学与材料工程学院,贵州六盘水553004

出　　处：《六盘水师范学院学报》2024年第6期106-120,共15页Journal of Liupanshui Normal University

基　　金：贵州省高等学校教学内容和课程体系改革项目“新工科背景下地方应用型高校课程产学研融合教学探究与建设——以‘图像处理与机器视觉’课程为例”(2023302);贵州省教育厅自然科学研究项目“基于SIFT的高分辨率图像加速拼接算法研究”(黔教合KY字[2022]046号);六盘水师范学院科学研究项目“基于SIFT的快速图像拼接算法研究”(LPSSYZK202016)。

摘　　要：新工科背景下,地方应用型高校图像处理与机器视觉课程教学和培养存在课程体系建设不完善、知识体系不完善、课程考核方式忽视应用能力的培养等问题,因此,必须进行课程教学模式改革。通过对课程内容的筛选完善教学内容,思维导图的运用对课程内容进行整理,以便于学生记忆繁杂的知识体系;增加实验课程的教学和改善成绩评价体系以加强学生应用和综合能力的培养。从课程实施、达成度和学生评价来看,改进的课程教学模式取得了良好的教学效果,为新工科背景下地方性高校新兴课程的教学模式建设提供了一定的参考。Under the background of new engineering,there are problems in the teaching and cultivation of image processing and machine vision courses in local applied universities,such as incomplete curriculum system construction,incomplete knowl-edge system,and neglecting the cultivation of application abilities in course assessment methods.Therefore,it is necessary to re-form the course teaching mode.The course content was screened and improved,mind maps were used to organize the course con-tent,which makes it easier for students to memorize complex knowledge systems.Experimental course teaching was introduced and the performance evaluation system was improved to enhance the cultivation of students'application and comprehensive abili-ties.The improved curriculum teaching model has achieved good teaching results from the perspective of course implementation,achievement,and student evaluation,which provides a certain reference for the construction of teaching models for emerging cours-es in local universities.

关 键 词：新工科 地方应用型高校 图像处理与机器视觉 教学模式 

分 类 号：G642.0[文化科学—高等教育学]