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Gyroscope and visual fusion solution for digital video stabilization

机译:用于数字视频稳定的陀螺仪和视觉融合解决方案

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摘要

A gyroscope and visual fusion solution for digital video stabilization (DVS) is presented. The solution classifies DVS-related motions into three types: the object motion (OM) in the world space, the camera motion in the camera space (CS), and the pixel motion in the image space (IS). The camera rotation is estimated by gyroscope and smoothed in the CS, while the camera translation is compounded with the OM and smoothed together in the IS. The main contributions of this paper lie in two aspects: (1) propose an inertial and visual fusion method to stabilize both rotational and translational jitters and (2) the fusion method is simple and fast in computation and can be suitable for smart terminals. Experimental results show that the proposed solution performs well in video stabilization. (C) 2016 SPIE and IS&T
机译:提出了一种用于数字视频稳定(DVS)的陀螺仪和视觉融合解决方案。该解决方案将与DVS相关的运动分为三种类型:世界空间中的对象运动(OM),照相机空间(CS)中的照相机运动以及图像空间(IS)中的像素运动。摄像机旋转由陀螺仪估计并在CS中进行平滑处理,而摄像机平移与OM混合并在IS中进行平滑处理。本文的主要贡献在于两个方面:(1)提出了一种惯性和视觉融合方法来稳定旋转和平移抖动;(2)融合方法计算简单,快速,可以适用于智能终端。实验结果表明,该方案在视频稳定方面表现良好。 (C)2016 SPIE和IS&T

著录项

  • 来源
    《Journal of electronic imaging》 |2016年第5期|053001.1-053001.17|共17页
  • 作者单位

    Beihang Univ, Sch Comp Sci & Technol, 37 Xueyuan Rd Haidian Dist, Beijing 100191, Peoples R China;

    Lenovo, Ecosyst & Cloud Serv Business Grp, 6 Shangdi West Rd, Beijing 100085, Peoples R China;

    Lenovo Corp R&T, 6 Shangdi West Rd Haidian Dist, Beijing 100085, Peoples R China;

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

    gyroscope; digital video stabilization; fusion solution;

    机译:陀螺仪;数字视频稳定;融合解决方案;

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