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基于双目视觉的冷凝器管口识别与重建研究
引用本文:王成军,李璐璐,朱小松. 基于双目视觉的冷凝器管口识别与重建研究[J]. 机床与液压, 2022, 50(20): 54-58
作者姓名:王成军  李璐璐  朱小松
作者单位:安徽理工大学人工智能学院;安徽理工大学机械工程学院
基金项目:国家创新方法工作专项项目(2018IM010500); 第六批安徽特支计划项目(AHTZ202006-04)
摘    要:为改善现有大型冷凝器清洗装置对冷凝器管口三维定位的不足,便于操作人员远程监控清洗效果,设计冷凝器清洗机器人视觉系统。采用平行双目视觉结构模型,通过冷凝器管口轮廓识别和基于全多重网格算法的立体匹配,实现管口三维定位和表面重建。实验结果表明:该系统能够有效计算冷凝器各管口三维坐标;与传统方法相比,管板表面三维重建效果良好,能够满足冷凝器可视化要求。

关 键 词:冷凝器;管口识别;双目视觉;多重网格算法;三维重建

Research on Recognition and Reconstruction of Condenser Nozzle Based on Binocular Vision
WANG Chengjun,LI Lulu,ZHU Xiaosong. Research on Recognition and Reconstruction of Condenser Nozzle Based on Binocular Vision[J]. Machine Tool & Hydraulics, 2022, 50(20): 54-58
Authors:WANG Chengjun  LI Lulu  ZHU Xiaosong
Abstract:In order to improve the lack of three-dimensional positioning of the condenser nozzle in the existing large-scale condenser cleaning device, and facilitate the operator to remotely monitor the cleaning effect, a condenser cleaning robot vision system was designed. Using parallel binocular vision structure model, through the condenser nozzle contour recognition and stereo matching based on the full multi-grid algorithm, the nozzle three-dimensional positioning and surface reconstruction were realized. The experimental results show that by using the system, the three-dimensional coordinates of each condenser nozzle can be effectively calculated; compared with the traditional method, the three-dimensional reconstruction effect of the tube sheet surface is good, which can meet the visualization requirements of the condenser.
Keywords:Condenser   Nozzle recognition   Binocular vision   Multi-grid algorithm   Three-dimensional reconstruction
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