水利信息化Issue(1)：48-55,8.
基于图像处理的水位信息自动提取技术
Technology of Water Level Automatically Extract based on Image Processing
陈翠 1刘正伟 2陈晓生 3骆曼娜 4牛智星 4阮聪1
作者信息
- 1. 江苏南水科技有限公司，江苏 南京 210012
- 2. 水利部水文水资源监控工程技术研究中心，江苏 南京 210012
- 3. 云南省水文水资源局昆明分局，云南 昆明 650000
- 4. 江西省鄱阳湖水文局，江西 九江 332800
- 折叠
摘要
Abstract
In order to meet requirements of automation and real-time of water gauge for measuring water levels, the article proposes research and technical methods of automatically extract water gauge water level image information by image processing technology . First it locates the water gauge by the disposes of image enhancement, binarization, edge detection and removal process noise for the water gauge image. Then it realizes character segmentation based on the characteristics of the characters on the water gauge, achieves character recognition using the template matching method, and uses the longest and other arithmetic method to optimize recognition results. Finally, it calculates water gauge readings based on the recognition results at the different situations. Experimental results show that the correctness and accuracy of the method for identifying information is higher. It may meet the actual application requirements.关键词
图像处理/字符识别/水尺图像/水位信息/matlab/自动提取Key words
image processing/character recognition/water gauge image/water level information/matlab/automatically extract分类
天文与地球科学引用本文复制引用
陈翠,刘正伟,陈晓生,骆曼娜,牛智星,阮聪..基于图像处理的水位信息自动提取技术[J].水利信息化,2016,(1):48-55,8.
