College of Biology and Science, Sichuan Agricultural University, Ya'an, Sichuan, China.
Sensors (Basel). 2011;11(4):3803-15. doi: 10.3390/s110403803. Epub 2011 Mar 29.
In this paper, a method for three-dimensional modeling of tea-shoots with images and calculation models is introduced. The process is as follows: the tea shoots are photographed with a camera, color space conversion is conducted, using an improved algorithm that is based on color and regional growth to divide the tea shoots in the images, and the edges of the tea shoots extracted with the help of edge detection; after that, using the divided tea-shoot images, the three-dimensional coordinates of the tea shoots are worked out and the feature parameters extracted, matching and calculation conducted according to the model database, and finally the three-dimensional modeling of tea-shoots is completed. According to the experimental results, this method can avoid a lot of calculations and has better visual effects and, moreover, performs better in recovering the three-dimensional information of the tea shoots, thereby providing a new method for monitoring the growth of and non-destructive testing of tea shoots.
本文介绍了一种基于图像和计算模型的茶树芽三维建模方法。其过程如下:使用相机拍摄茶树芽,进行颜色空间转换,采用基于颜色和区域生长的改进算法对图像中的茶树芽进行分割,并利用边缘检测提取茶树芽的边缘;然后,利用分割后的茶树芽图像,计算出茶树芽的三维坐标并提取特征参数,根据模型数据库进行匹配和计算,最终完成茶树芽的三维建模。根据实验结果,该方法可以避免大量计算,具有更好的视觉效果,并且在恢复茶树芽的三维信息方面表现更好,从而为茶树芽的生长监测和无损检测提供了一种新方法。