基于SVM算法的导线颜色识别系统设计  

Design of Wire Color Recognition System Based on SVM Algorithm

作　　者：牛飞 张万里 王贤立 Niu Fei;Zhang Wan-li;Wang Xian-li(Heilongjiang)

机构地区：[1]Heilongjiang

出　　处：《电子质量》2021年第8期45-49,共5页Electronics Quality

摘　　要：该文研究的是一种图像中导线颜色识别的控制系统。主要研究内容包括基于SVM的算法设计,DLL动态链接库生成,基于wxWidgets的交互式界面设计三个部分。通过对图片样本的选取、训练以及分类测试,为系统设计的前期做好准备。最后对导线颜色控制系统进行测试和调试,从算法执行结果来看可以准确地在原始图像中识别出其位置,且识别速度较快,实现了图像中导线颜色识别的功能。This research is a control system of wire color recognition and quantity statistics.The main research contents are:algorithm design based on SVM,DLL generation,interactive interface design based on wxWidgets.The control system of wire color and quantity statistics is designed.From the results of algorithm implementation,most colors can accurately identify their positions in the original image,and the recognition speed is fast.The function of wire color detection and quantity statistics is realized,and the expected effect of the research is achieved.

关 键 词：SVM算法 DLL动态链接 WXWIDGETS 交互式界面 

分 类 号：TP391.41[自动化与计算机技术—计算机应用技术]