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A Fast Algorithm Research of Moving Targets Detection Based on GPU

机译:基于GPU的移动目标检测快速算法研究

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Moving object detection which is an important part of the digital image processing technology is research focus and difficulty in computer vision, pattern recognition, object recognition and tracking, moving image coding, security monitoring and other fields. It also has a wide application prospect in the military, national defense and industry fields. However, when there are large amount of moving targets and exercise conditions, the amount of data generated is also inestimable and target detection is a bottleneck in the data processing at the same time. The work of this paper is to simplify motion detection in optical flow constraint equation solving process and all the solving processes were constructed on GPU for fast speed, then it forms a fast moving target detection.
机译:移动物体检测是数字图像处理技术的重要组成部分是计算机视觉,模式识别,对象识别和跟踪,运动图像编码,安全监控等领域的研究重点和困难。它还在军事,国防和工业领域拥有广泛的应用前景。然而,当存在大量的移动目标和运动条件时,产生的数据量也是不可估量的,并且目标检测是在数据处理中同时的瓶颈。本文的工作是简化光学流量约束方程中的运动检测,并且所有求解过程在GPU上构建以快速速度,然后形成快速移动的目标检测。

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