计算机应用研究Issue(9)：2866-2869,2873,5.DOI:10.3969/j.issn.1001-3695.2015.09.072
基于图像自动识别技术的雨滴谱测量方法
Automatic measurement method of raindrop size distribution based on computer vision
摘要
Abstract
As the photograph-based raindrop size measurement suffers from various manual interactions,this paper proposed a new method for measuring raindrop size distribution based on computer vision.This approach included two steps:firstly,it ap-plied the anisotropic filtering to reduce the image noise and recognized raindrops automatically by incorporating the techniques such as segmentation and morphologic operations.Based on the recognition results and the calibrated 2D-3D transfer equation, this method computed raindrop size distribution directly from all raindrops.Experimental results demonstrate that the proposed method achieves a good performance on detecting raindrops and is capable of measuring raindrop size distribution with wide bandwidth.关键词
雨滴谱/计算机视觉/各项异性扩散滤波/图像分割/形态学操作Key words
raindrop size distribution/computer vision/anisotropic filtering/image segmentation/morphology operations分类
信息技术与安全科学引用本文复制引用
朱磊,曹治国,肖阳,李肖霞,马舒庆..基于图像自动识别技术的雨滴谱测量方法[J].计算机应用研究,2015,(9):2866-2869,2873,5.基金项目
国家公益性行业（气象）科研专项基金资助项目（GYHY200906032）；国家大学生创新创业训练计划资助项目（201410488015）；武汉科技大学青年科技骨干培育计划（校基金）资助项目 （）
