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Study of Augmented Reality Registered Technology Based on Particle Swarm Algorithm

机译:基于粒子群算法的增强现实注册技术研究

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Augmented reality (AR) is a hot field now emerging, which has the characteristics of virtual-real fusion display. It is often used in the control field, the main technical difficulties of which are the low precision of outdoor tracking registration and the low real-time quality. So, this paper presents a target tracking method, which combines the particle swarm algorithm and the Kalman filter. The method uses Kalman filter to forecast the position where the center of a target locates in the image, thus greatly reduced the search scope, and the position is used to set target search area as the center. And then, matching target templates and candidate area with the characteristics of target ensures the instantaneity and accuracy of registration and tracking.
机译:增强现实(AR)现在是一个热门领域,它具有虚拟真实融合显示器的特点。它通常用于控制领域,主要技术难点是户外跟踪登记的低精度和低实时质量。因此,本文介绍了一个目标跟踪方法,它结合了粒子群算法和卡尔曼滤波器。该方法使用卡尔曼滤波器预测目标中心位于图像中的中心的位置,从而大大降低了搜索范围,并且该位置用于将目标搜索区域设置为中心。然后,匹配具有目标特征的目标模板和候选区域可确保登记和跟踪的瞬时性和准确性。

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