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Stereo vision system for moving object detecting and locating based on CMOS image sensor and DSP chip

机译:基于CMOS图像传感器和DSP芯片的运动目标检测与定位立体视觉系统

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摘要

Currently, most of the stereo vision systems are constructed on PC-based or multi-CPU combination structures with two CCD cameras. It is difficult to be applied in movable plants for stand-alone requirement. Due to electronic technology development, the complementary metal-oxide semiconductor (CMOS) image sensor has been widely used in a lot of electronic commercial products and the digital signal processor (DSP) operation speed and capacity are good enough for stereo vision system requirement. Here, a new stereo vision platform is designed with TMS320C6416 DSK board integrated with two CMOS color image sensors for detecting and locating moving objects. The data communication interface, system monitoring timing flow, and image pre-processing software programs are developed, too. This system can be used to detect and track any moving object without object color and shape limitations of previous study. Experimental results are used to evaluate this system's dynamic performance. This low cost stereo vision system can be employed in movable platform for stand-alone application, i.e., mobile robot.
机译:当前,大多数立体视觉系统是基于具有两个CCD摄像机的基于PC或多CPU的组合结构构建的。很难将其应用于可移动设备中以实现独立需求。由于电子技术的发展,互补金属氧化物半导体(CMOS)图像传感器已广泛用于许多电子商业产品中,并且数字信号处理器(DSP)的运行速度和容量足以满足立体视觉系统的要求。在这里,采用TMS320C6416 DSK板设计了一个新的立体视觉平台,该板与两个CMOS彩色图像传感器集成在一起,用于检测和定位移动物体。还开发了数据通信接口,系统监视定时流程和图像预处理软件程序。该系统可用于检测和跟踪任何运动物体,而不受先前研究的物体颜色和形状限制。实验结果用于评估该系统的动态性能。这种低成本的立体视觉系统可以用于独立应用的可移动平台,即,移动机器人。

著录项

  • 来源
    《Pattern Analysis and Applications》 |2012年第2期|p.189-202|共14页
  • 作者

    Shiuh-Jer Huang; Fu-Ren Ying;

  • 作者单位

    Department of Mechanical Engineering,National Taiwan University of Science and Technology,No. 43, Keelung Road Sec. 4, Taipei 106, Taiwan;

    Department of Mechanical Engineering,National Taiwan University of Science and Technology,No. 43, Keelung Road Sec. 4, Taipei 106, Taiwan;

  • 收录信息 美国《科学引文索引》(SCI);
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    CMOP; DSP; stereo vision; moving object detecting;

    机译:CMOP;DSP;立体视觉运动物体检测;

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