模式识别技术在远程教育系统中的应用研究

Tianyang Zheng, Wei Pan, B. Jia
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引用次数: 4

摘要

针对国内外远程学习系统的研究现状,本文提出了模式识别技术在远程学习系统中的一种新的应用模式。该系统基于模式识别技术,通过分析学习者的面部图像,对学习者的注意力进行跟踪和判断,并给出提示或警告。本研究包括图像采集、图像处理和注意分析三个方面。我们分别详细介绍了三类的实现方法和相应的算法。实验结果表明,该方法在实际应用中是有效的。在一定程度上解决了远程学习中学习者思维散乱、合作积极性不高的问题。
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Study on the Application of Pattern Recognition Technology in Distance Education System
In light of the present situation research on distance learning system at home and abroad, this paper has put forward a new application mode of pattern recognition technology in distance learning system. It can track and judge the learner’s attention by analyzing learner’s face image based on the pattern recognition technology to give the prompt or the warning. This study includes three categories, such as image acquisition, imagery processing and attention analysis. We respectively introduce the implementation method and corresponding algorithm of the three categories in detail. Experimental results show that this study is effective and practical in the application. To a certain extent, it has solved the problem that the learner is scatterbrained and cooperate less positively in distance learning.
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