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Real-Time Image Processing Method Using Raspberry Pi for a Car Model

机译:使用Raspberry Pi进行汽车模型实时图像处理的方法

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This paper presents the development of a car model that can detect edge, line, and corner of the road image and also the model can detect the red color of a traffic light image. The car model is equipped with a camera which is used for computer vision purpose. The image comes from a camera is read by using Raspberry Pi single-board computer. The algorithms for image processing methods are selected to detect edge, line, corner, and traffic light color of the road model. The algorithms are developed in Simulink diagram block and embedded into Raspberry Pi using Simulink Support Package for Raspberry Pi Hardware. The embedded algorithms for detecting line, edge, corner and red color of traffic light will be tested. The test will be conducted in real-time mode. Based on the test results, the embedded image processing algorithms can successfully detect line, edge, and corner of the road images, and detect the red color of traffic light image.
机译:本文提出了一种汽车模型的开发,该模型可以检测道路图像的边缘,直线和拐角,并且该模型还可以检测交通信号图像的红色。该汽车模型配备了用于计算机视觉目的的摄像头。使用Raspberry Pi单板计算机读取来自相机的图像。选择图像处理方法的算法以检测道路模型的边缘,线,角和交通灯颜色。这些算法在Simulink图块中开发,并使用针对Raspberry Pi硬件的Simulink支持包嵌入到Raspberry Pi中。将测试用于检测交通信号灯的线条,边缘,拐角和红色的嵌入式算法。该测试将以实时模式进行。根据测试结果,嵌入式图像处理算法可以成功检测道路图像的线条,边缘和拐角,并检测交通信号灯图像的红色。

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