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Snake模型和遗传算法在特殊焊缝提取中的应用

  • Beijing Jiaotong University

科研成果: 期刊稿件文章同行评审

摘要

Aimed at the weld vision detection problem of arc welding robot in CCD directly photographed image, an algorithm for the extraction of special weld seam track with large discontinuity, sharp turning point and more interference was proposed. The algorithm firstly use wavelet transform to smooth the weld edge line to get the initial weld track that is very close to the final weld, and then use Snake model and genetic algorithm to get accurate matching and extraction of special welds. Experimental results demonstrate that the algorithm can improve the precision of special weld track recognition and detection, and has strong adaptability, and can also provide some technical reference for further improving the intelligent vision detection of arc welding robot.

投稿的翻译标题Application of Snake model and genetic algorithm in special weld seam extraction
源语言繁体中文
页(从-至)83-89
页数7
期刊Hanjie Xuebao/Transactions of the China Welding Institution
39
9
DOI
出版状态已出版 - 25 9月 2018

关键词

  • Arc welding robot
  • Genetic algorithm
  • Image processing
  • Snake model
  • Wavelet transform

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