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Controlling an embedded robot through image processing based object tracking using MATLAB

机译:使用MATLAB通过基于图像处理的对象跟踪控制嵌入式机器人

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Object detection is a well-researched technology related to computer vision(CV) and image processing that deals with detecting instances of semantic objects of a certain class (such as humans, buildings, or cars) in digital images and videos. It has got some real-world applications such as smart-home automation, etc. Detection of a particular object by the computer's camera is an important aspect. In this paper, we have proposed a method by which a particular coloured object is detected by the computer and according to the movement of the object, a robot, which is being interfaced with the computer using a wired medium is also moved. The arduino controlled robot is interfaced with the computer which acts as a slave. The object movement is the determining factor of the movement of the robot. The experimental results and analysis shown in the paper illustrates the performance of the proposed methodology in real-time.
机译:对象检测是一项与计算机视觉(CV)和图像处理有关的经过充分研究的技术,用于检测数字图像和视频中特定类别的语义对象(例如人,建筑物或汽车)的实例。它具有一些现实世界的应用程序,例如智能家居自动化等。计算机摄像机对特定对象的检测是一个重要方面。在本文中,我们提出了一种方法,通过该方法,计算机可以检测到特定的有色物体,并且根据该物体的运动,还可以移动使用有线介质与计算机连接的机器人。 arduino控制的机器人与充当从属计算机的计算机连接。对象的运动是机器人运动的决定因素。本文显示的实验结果和分析说明了所提出方法的实时性。

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