长江科学院院报 ›› 2011, Vol. 28 ›› Issue (11): 47-51.

• 水力学 • 上一篇    下一篇

基于数字图像处理的掺气浓度测量研究

李 静, 周 赤, 姜伯乐   

  1. 长江科学院水力学研究所
  • 出版日期:2011-11-02 发布日期:2011-11-15
  • 作者简介:李 静(1976-),女,湖北武汉人,高级工程师,博士,主要从事工程水力学、生态及环境水力学方面的研究.
  • 基金资助:

    中央级公益性科研院所基本科研业务费资助(YWF1009)

Study on the Measurement of Entrained Air Concentration Based on Digital Image Processing

LI Jing, ZHOU Chi, JIANG Bo-Le   

  1. Hydraulics Department, Yangtze River Scientific Research Institute, Wuhan 430010, China
  • Online:2011-11-02 Published:2011-11-15

摘要: 通过试验室研究,借助高速数码摄像机,结合面向对象的VC高级编程技术,开发掺气浓度图像分析软件,提出一种自动识别水气二相流中气泡的数字图像处理方法,并进一步给出计算二维、瞬时掺气浓度场的算法。图像处理技术与水气两相流实测研究相结合的尝试和探索,体现了多学科的交叉。研究成果将提高对高速水流掺气机理的认识,为今后进一步深入研究图像处理技术在水流流场特别是高速水气两相流流场测量中的应用打下良好的基础,对提高掺气浓度的测量水平和精度,进而提高水力模型试验水平、满足工程设计要求等都具有较高的学术意义和实用价值。

关键词: 掺气浓度, 阈值分割, 迭代法, OTSU法, 局部动态阈值

Abstract: An image analysis software for entrained air concentration is developed based on object-oriented advanced programming technique VC in association with high speed digital camera. A digital image processing method which automatically recognizes the bubble in water-air two-phase flow is put forward, and an algorithm for calculating the two-dimension and instantaneous air concentration is presented. The study is a multidisciplinary application combining image processing technology with water-air two-phase measurement. The research results will be helpful to understand the mechanism of air entrainment in high speed flow, and will lay a good foundation for studying the application of image processing technology in the measurement of flow field, in particular, high speed water-air two-phase flow field. It’s also of great academic significance and practical value for improving the measurement of air concentration and its precision.

Key words: entrained air concentration, threshold segmentation, iterative method, OTSU’s method (maximum between-class variance method), local dynamic threshold

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