# KiwiSurfaceDefectInspection 猕猴桃表面缺陷检测
## what project does
>国外水果检测方面的研究起步较早,已经做了很多工作。基于机器视觉和机电一体化技术的水果尺寸、形状和颜色分级技术已经成熟,基于实现自动化检测,给我们提供了许多宝贵的学习经验。
而目前国内对于水果颜色、纹理等检测研究上取得了很大的进展,有些技术也已经用于实际生产中。但运用机器视觉技术检测水果的外观缺陷依旧是一个研究难题。
## 图像采集
>在白光照射下用工业相机对猕猴果实进行图像采集。
<img src="http://ovzxu2ccl.bkt.clouddn.com/frame.png" style="width=50%;height=50%" />
## 图像处理
>主要是基于Microsoft Visual Studio2013设计的软件界面,运用相关的C#中图像处理和检测的算法,对猕猴桃果实图像进行去燥灰度化二值化处理图像并获取最佳阈值,最后图像分割得到猕猴桃果实表面的黑色斑点区域,包括真正的缺陷区域和梗萼区域。
**原始图像**
<img src = "http://ovzxu2ccl.bkt.clouddn.com/mihoutao.png" style="width=50%;height=50%" />
**处理后图像**
<img src = "http://ovzxu2ccl.bkt.clouddn.com/result.png" style="width=50%;height=50%"/>
## 模块通信
>相机自动采集图像并存至预先设定的盘内,计算机自动处理图像并将处理水果的结果通过串口通信传给单片机,处理结果分五个等级,单片机接受这个五个等级所携带的信息作出相应动作指令,实现自动化剔除缺陷水果果实和保留无缺陷水果果实的功能。
**软件截图**
<img src="http://ovzxu2ccl.bkt.clouddn.com/processpic.png" style="width=50%;height=50%"/>
## installation & Dependency
>1.install visual studio 2013 via download from official website
## Example usage
>just compile sln and run it,before that you should have some example pictrues in the folder
## Meta
Allen Zhou – [@Weibo](http://weibo.com/zhouyuangan) – 1401499346@qq.com
Distributed under the MIT license. See ``LICENSE`` for more information.
[https://github.com/AllenZhou1996/KiwiSurfaceDefectInspection](https://github.com/AllenZhou1996/)
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基于数字图像处理开发的猕猴桃水果表面缺陷检测程序,搭配串口通信,与单片机进行通信,配合硬件设备的运行.zip
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