FENG Guang, ZHANG Chang-sheng, LIU Zi-yu, et al. Application of IADF algorithm for level image measurement bicolor water level gauge[J]. 2016, 35(10): 148-151.
FENG Guang, ZHANG Chang-sheng, LIU Zi-yu, et al. Application of IADF algorithm for level image measurement bicolor water level gauge[J]. 2016, 35(10): 148-151. DOI: 10.13873/J.1000-9787(2016)10-0148-04.
IADF算法在双色水位计液位图像测量中的应用
摘要
为了代替值守人员目测水位计液位值
研究基于工控机(IPC)的智能遥视系统和数字图像处理算法
给出了水位计图像识别流程。分析了传统P-M模型各向异性扩散滤波算法
给出了一种改进各向异性扩散滤波(IADF)算法
结合给出的图像畸变校正和亮化算法
实现了水位计液位值的智能读数。实验结果表明:该算法及其实现系统智能化程度高
具有良好实时性和较高识别率。
Abstract
To replace on-duty staff viewing liquid level value on water level gauge
intelligent remote viewing system based on industrial PC( IPC) and digital image processing algorithm are researched
and image recognition process of water level gauge is given. Analyze traditional P-M model anisotropic diffusion filtering( ADF)algorithm
an improved anisotropic diffusion filtering( IADF) algorithm is presented
combined with given image distortion correction and brighten algorithm
so that intelligent reading of liquid level value of water level gauge is realized. Experimental results show that the algorithm and the realized system have higher intelligentize degree and good real-time and higher recognition rate.