Method of ripe tomato detecting for a harvesting robot

O. Ogorodnikova, Waddah M. Ali
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引用次数: 4

Abstract

Harvesting robots could be efficiently implemented in a greenhouse for picking ripe tomatoes. For such robots, tomato detection is a basic operation of visual control which provides the correct target object for precise moving of the end-effector or gripper. The tomatoes were chosen to perform this research work not only because they occupy the second place in agriculture after potatoes, but also due to their simple round shape and the apparent red color of the ripe fruit. In this study, an algorithm for automatic detection of ripe tomato and discrimination it from the natural background is proposed. The proposed algorithm is based on image processing procedures and starts with translating original color photograph to grayscale image for further treatment. An algorithm of red tomatoes detection was developed and verified using special functions and inbuilt scripting language of Matlab software.
一种用于收获机器人的成熟番茄检测方法
收割机器人可以有效地在温室中采摘成熟的西红柿。对于这类机器人来说,番茄检测是视觉控制的一项基本操作,它为末端执行器或夹持器的精确运动提供正确的目标物体。选择西红柿进行这项研究工作,不仅是因为它们在农业中仅次于土豆,而且还因为它们简单的圆形和成熟的果实明显的红色。本文提出了一种成熟番茄的自动检测算法,并将其与自然背景进行区分。该算法基于图像处理程序,首先将原始彩色图像转换为灰度图像进行进一步处理。利用Matlab软件的专用函数和内置脚本语言,开发并验证了一种红番茄检测算法。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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