A real-time object tracking and image stabilization system for photographing in vibration environment using OpenTLD algorithm

Shuhe Chang, Yanqing Zhong, Zhenhua Quan, Yuxiang Hong, Jinle Zeng, D. Du
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引用次数: 4

Abstract

With the rapid development of computer vision technology, target tracking systems based on image processing is widely used in various fields. Aiming at the problem of image blurring while photographing in vibration environment, this paper proposed a smart tracking method based on physical motion compensation. This method centered the target in the camera while isolating the environment vibration. It not only improved the tracking success rate but also greatly reduced the search area which improved the efficiency of the TLD algorithm.
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基于OpenTLD算法的振动环境下拍摄实时目标跟踪与稳像系统
随着计算机视觉技术的飞速发展,基于图像处理的目标跟踪系统在各个领域得到了广泛的应用。针对振动环境下拍摄图像模糊的问题,提出了一种基于物理运动补偿的智能跟踪方法。该方法在隔离环境振动的同时使目标在摄像机中居中。它不仅提高了跟踪成功率,而且大大减小了搜索面积,提高了TLD算法的效率。
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