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Design and Implementation of Real-time Object Tracking System based on Viola-Jones Algorithm for Supporting Video Conference

机译:基于Viola-Jones算法支持视频会议的实时对象跟踪系统的设计与实现

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Object tracking system is a system that can detect pre-defined object from frame to frame in a sequence automatically. In this research, the system is designed for supporting multimedia conferencing system for distance learning. Viola-Jones algorithm is used mainly related to relative simplicity, execution speed, and minimum memory requirement for image processing. The development of the algorithm is done by adding a template matching feature when Viola-Jones fails to detect the face area. With a fairly simple function, this algorithm can be used on system with low computing power processor, one of them is Odroid C2. In this research, an object tracking device is developed and featured with a pan and tilt bracket camera drive with two stepper motors and integrated circuit electronics. The remote controller component is added to the system to add control over the system remotely.
机译:对象跟踪系统是一个系统,可以自动从序列中从帧中检测预定义对象。在本研究中,该系统专为支持用于远程学习的多媒体会议系统。 Viola-Jones算法主要与相对简单,执行速度和图像处理的最小内存要求相关。当Viola-Jones无法检测到面部区域时,通过添加模板匹配功能来完成算法的开发。通过相当简单的功能,该算法可以在具有低计算功率处理器的系统上使用,其中一个是Otroid C2。在本研究中,开发了一种物体跟踪装置,带有锅和倾斜支架相机驱动器,具有两个步进电机和集成电路电子设备。遥控器组件被添加到系统中以远程添加对系统的控制。

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