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首页> 外文期刊>Advanced Science Letters >Realistic Implementation of the Facial Tracking and the Scenario Interaction on Android Robot
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Realistic Implementation of the Facial Tracking and the Scenario Interaction on Android Robot

机译:Android机器人上人脸跟踪和场景交互的现实实现

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摘要

The aim of facial tracking is to follow the selected moving people through a sequence of images detected from the artificial vision. In this paper, the artificial vision will be integrated with an intelligent platform of the android robot. However, existing vision modules with artificial intelligence are still a trade-off issue of how to reduce the steady-state error of the image identification with faster tracking speed. This paper proposes an inexpensive, however, robust methodology with PC-based fuzzy-logic controller to facilitate the signal transmission, image acquisition, and fast identification. The image detecting, gripping, recording, and code comparing will be proceeded with the speed of 0.1 sec/frame for face discrimination and 0.2 sec/frame for data processing. The proposed tracking system can grab moving target by a set of coupled-lens CCD cameras. Finally, computer simulations and experiments are accomplished and can successfully justify the advantages of the proposed methodology.
机译:面部跟踪的目的是通过从人工视觉中检测到的一系列图像来跟踪选定的移动人。在本文中,人工视觉将与android机器人的智能平台集成。然而,现有的具有人工智能的视觉模块仍然是如何以更快的跟踪速度减少图像识别的稳态误差的权衡问题。本文提出了一种便宜的,鲁棒的,基于PC的模糊逻辑控制器的方法,以方便信号传输,图像采集和快速识别。图像检测,抓取,记录和代码比较将以0.1秒/帧的速度进行面部识别,以0.2秒/帧的速度进行数据处理。所提出的跟踪系统可以通过一组耦合镜头CCD摄像机抓取运动目标。最后,完成了计算机仿真和实验,可以成功证明所提出方法的优势。

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