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Markerless motion capture systems for tracking of persons in forensic biomechanics: an overview

机译:用于跟踪法医生物力学中人员的无标记运动捕获系统:概述

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摘要

Markerless motion capture is a pronounced topic in computer vision. In forensic science, markerless motion capture can be an important tool for identification through gait analysis. Recent studies of gait analysis in forensic science have shown that individuals can be identified when analysing the postures from a sagittal viewpoint. Although integrating all three dimensions (3D) might improve the results considerably. The purpose of this paper is to give an overview of the 3D multi-view markerless motion capture systems which could be applicable for 3D gait analysis. This paper contains presentation of the state of the art in obtaining 3D poses from multi-camera configurations and discussion of the cons and pros of the approaches.
机译:无标记运动捕捉是计算机视觉中的一个突出主题。在法医科学中,无标记运动捕捉可能是通过步态分析进行识别的重要工具。法医学中步态分析的最新研究表明,从矢状面角度分析姿势时可以识别出个体。尽管整合所有三个维度(3D)可能会大大改善结果。本文的目的是概述可用于3D步态分析的3D多视图无标记运动捕获系统。本文介绍了从多相机配置中获取3D姿势的最新技术,并讨论了这些方法的利弊。

著录项

  • 来源
    《Computer methods in biomechanics and bio》 |2014年第1期|46-65|共20页
  • 作者单位

    Unit of Forensic Anthropology, Department of Forensic Science, University of Copenhagen, Frederik V's Vej 11, PO Box 2713, DK-2100, Copenhagen, Denmark;

    The Danish Institute of Fire and Security Technology, Jernholmen 12, 2650 Hvidovre, Denmark;

    Unit of Forensic Anthropology, Department of Forensic Science, University of Copenhagen, Frederik V's Vej 11, PO Box 2713, DK-2100, Copenhagen, Denmark;

    Department of Neuroscience and Pharmacology, University of Copenhagen, Blegdamsvej 3B, 2200 Copenhagen N, Denmark;

    Department of Architecture, Design and Media Technology, Sofiendalsvej 11, 9200 Aalborg Sv, Denmark;

    Department of Neuroscience and Pharmacology, University of Copenhagen, Blegdamsvej 3B, 2200 Copenhagen N, Denmark;

    Unit of Forensic Anthropology, Department of Forensic Science, University of Copenhagen, Frederik V's Vej 11, PO Box 2713, DK-2100, Copenhagen, Denmark;

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  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    markerless motion capture; gait analysis; forensic biomechanics; computer vision; pose estimation; 3D reconstruction;

    机译:无标记运动捕捉;步态分析法医生物力学;计算机视觉;姿势估计;3D重建;

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