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基于图像模式识别的GUI目标识别技术分析

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图形用户界面(GUI)目标识别属于重要的软件测试内容,为了提高测试工具的效率和准确性,研究过程以图像模式识别为基础,对传统的模板匹配技术进行优化,选择效果更强的图像灰度化算法、二值化算法和相似度计算模型,建立了快速模板匹配技术和GUI目标快速识别工具.经过性能测试,新开发的识别工具显示出优异的准确率和识别速度,优于同类检测方法.
Analysis of GUI object recognition technology based on image pattern recognition
Graphical user interface(Graphical User Interface,GUI)target identification is important software test content,in order to improve the efficiency and accuracy of test tools,research process based on the image pattern recognition,optimize the tra-ditional template matching technology,selection effect stronger image gray algorithm,binary algorithm and similarity calculation model,established the rapid template matching technology and GUI target rapid identification tools.After performance testing,the newly developed identification tool shows excellent accuracy and recognition speed,which is better than similar detection methods.

GUI target recognitionpattern recognitiontemplate matching

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湖北工业职业技术学院智能工程学院,十堰 442000

GUI目标识别 模式识别 模板匹配

2024

现代计算机
中大控股

现代计算机

影响因子:0.292
ISSN:1007-1423
年,卷(期):2024.30(16)