将单个目标图像与真实人体的参考三维 (3D) 虚拟化身进行比较
Daisuke Imoto1, Masakatsu Honma1, Daiki Kato1
1Artificial Intelligence Section, Second Department of Forensic Science, National Research Institute of Police Science, Kashiwa-shi, Chiba, Japan.
Journal of forensic sciences
|January 28, 2026
概括
这项研究引入了一种新的图像对人比较方法,使用3D化身进行法医分析. 它为传统的基于视频的生物识别提供了可靠的替代方案,特别是在可用的参考人时.
科学领域:
- 计算机视觉 计算机视觉
- 法医科学 法医科学 法医科学
- 生物识别信息 生物识别信息
背景情况:
- 越来越多的需求分析像CCTV这样的监控系统的图像.
- 传统的视频对视频比较方法 (例如,步态生物识别) 由于先决条件的限制.
- 在法医调查中需要有效的图像对人比较技术.
研究的目的:
- 引入一种新的图像对人比较方法.
- 克服现有的基于视频的生物识别分析的局限性.
- 为提供基于身体形状的法医工具,适用于可用的参考人.
主要方法:
- 通过使用运动结构 (SfM) /摄影法,从真实人身上生成3D计算机图形参考虚拟化身.
- 通过操纵3D化身的关节来复制目标人的形象.
- 进行定量轮比较以进行验证.
主要成果:
- 使用3D化身,高准确度地对目标人的图像进行定性复制.
- 通过轮分析成功确认了用于法医图像对人比较的分布.
- 在基于身体形状的比较中证明方法的有效性.
结论:
- 拟议的图像对人比较方法是有效和可靠的.
- 它解决了传统基于视频的生物识别方法的局限性.
- 它显示显著的希望作为一个法医工具,用于身体形状分析,当一个参考是可用的.
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