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林业科学 ›› 2004, Vol. 40 ›› Issue (3): 144-148.doi: 10.11707/j.1001-7488.20040325

• 论文及研究报告 • 上一篇    下一篇

基于机器视觉的树木图像实时采集与识别系统

向海涛 郑加强 周宏平   

  1. 南京林业大学机械电子工程学院,南京210037
  • 收稿日期:2002-09-27 修回日期:1900-01-01 出版日期:2004-05-25 发布日期:2004-05-25

Real-time Tree Image Acquisition and Recognition System Based on Machine Vision

Xiang Haitao,Zheng Jiaqiang,Zhou Hongping   

  1. College of Mechanical and Electronic Engineering, Nanjing Forestry University Nanjing210037
  • Received:2002-09-27 Revised:1900-01-01 Online:2004-05-25 Published:2004-05-25

摘要:

研究了树木图像的实时采集与识别技术,以及树木图像处理及分析软件系统的开发,并自行设计制作了室内模拟实验系统。树木图像处理技术包括图像的获取、图像的增强、图像边缘检测、图像分割和图像的特征提取与识别。本文的研究能够为分离施药目标与非施药目标提供依据,有助于精确农药喷雾的实现。

关键词: 机器视觉, 图像处理, 树木图像, 图像识别, 精确农药喷雾

Abstract:

The paper mainly studied the technology of acquisition and recognition of real-time tree image, and developed the tree image processing and analyzing system. Tree image acquisition, tree image enhancement, tree image edge detection, tree image segmentation, tree image feature extraction and tree image recognition were included in the study. The spraying target object from the non-spraying target object could be distinguished according to study in the paper, which should contribute to the realization of the precision pesticide spraying.

Key words: Machine vision, Image processing, Tree image, Image recognition, Precision pesticide spraying