Journal of Computer Applications

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Improved beer bottles recognition technology

Feng FU Duan WANG   

  • Received:2008-10-17 Revised:2008-12-11 Online:2009-04-01 Published:2009-04-01
  • Contact: Feng FU


傅丰 王端   

  1. 黄淮学院 黄淮学院
  • 通讯作者: 傅丰

Abstract: Beer bottles recognition is an important step in whole beers intelligent system. This paper presented a recognition system based on wavelet moment and Support Vector Machine (SVM). The experimental results show that the method has a good recognition rate and less loss-time, which satisfies the industrial need.

Key words: beer bottles recognition, wavelet moment, Support Vector Machine (SVM)

摘要: 啤酒瓶种类识别是啤酒瓶智能检测系统的重要环节。提出了一种基于改进的小波矩和支持向量机(SVM)的啤酒瓶种类识别方法。实验表明,与不变矩中广泛使用的Hu矩、Zernike矩和神经网络构建的分类器相比,所提出的方法在识别率和识别时间方面都取得了令人满意的结果,满足了工业实用性要求。

关键词: 啤酒瓶种类识别, 小波矩, 支持向量机

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