A Novel Color Recognition Modeling Method for Bobbin Sorting Machine
A Novel Color Recognition Modeling Method for Bobbin Sorting Machine
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DOI：
10.4028/www.scientific.net/amm.263-266.2610
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发表时间：
2012-12
期刊：
影响因子：
--
通讯作者：
Mu Zhang;Y. Jia
中科院分区：
文献类型：
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作者：
Mu Zhang;Y. Jia
颜色识别在筒子分拣过程中起着重要的作用。提出了一种新的BP神经网络和支持向量机相结合的方法来建立筒子分选机的颜色识别模型。并与基于单一BP神经网络和单一支持向量机的模型进行了比较。实验表明，新的颜色识别模型具有最好的学习和泛化能力。
Color recognition plays an important role during the process of bobbin sorting. A new combined method with BPNN and SVM is proposed to establish the color recognition model for bobbin sorting machine. The comparisons are done between the model based on new method and the models based on single BPNN and single SVM. The experiments demonstrate that the new color recognition model has the best learning and generalization abilities.