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Method and system for tracking moving objects based on optical flow method

机译:基于光流法的运动物体跟踪方法及系统

摘要

A method for tracking a moving target based on an optical flow method, including, providing video images, and implementing pre-processing of the images to generate pre-processed images; implementing edge-detection of the pre-processed images and using an optical flow method to extract target information from the pre-processed images, and on the basis of a combination of the edge-detection information and the extracted target information, generating a complete moving target; using an optical flow method to perform estimation analysis of the moving target and using a forward-backward error algorithm based on feature point trace to eliminate light-generated false matching points; and creating a template image and implementing template image matching to track the moving target. The method and system for tracking a moving target based on an optical flow method have the advantages of accurate and complete extraction and the ability to implement stable tracking over a long period of time.
机译:一种基于光流法的运动目标跟踪方法,包括提供视频图像,并对图像进行预处理以生成预处理后的图像;实现预处理图像的边缘检测,并使用光流方法从预处理图像中提取目标信息,并结合边缘检测信息和提取的目标信息,产生完整的运动目标;使用光流法进行运动目标的估计分析,并使用基于特征点轨迹的前后误差算法消除光产生的虚假匹配点;创建模板图像并实现模板图像匹配以跟踪运动目标。基于光流法的跟踪运动目标的方法和系统具有提取准确,完整的优点,并且能够长时间进行稳定的跟踪。

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