颅面叠加中基于摄像机标定的透视投影参数估计

Wuxia Jin, Guohua Geng, Kang Li, Yi Han
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引用次数: 6

摘要

颅面叠加是一种法医程序,旨在通过照片和未知死者的头骨识别失踪者。其中关键步骤之一是根据人脸照片进行与摄影空间一致的颅面叠加。因此,透视投影的参数估计成为关键问题。本文采用了一种基于消失点(VPBC)的相机标定方法来估计相机的视角、相机的方向和摄影物体的距离等相关参数。首先,根据图像中的两个消失点,利用摄影地理学理论计算视角和焦距,然后基于等焦距计算相机方向和摄影对象距离,最后根据上述已知参数绘制三维头骨,并实现头骨-人脸叠加处理。结果表明,该方法对后续研究工作是有效、高效、准确的。
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Parameter Estimation for Perspective Projection Based on Camera Calibration in Skull-Face Overlay
Craniofacial superimposition is a forensic process that aims to identify a missing person from a photograph and an unknown dead's skull. One of the crucial steps is skull-face overlay in consistent with photographic space according to the face photo. Thus parameter estimation of perspective projection becomes key problem. In this paper, we employ a method of camera calibration based on vanishing point(VPBC) to estimate relevant parameters including perspective angle, orientation of camera and photographic object distance. Firstly, according to two vanishing points in image calculate the perspective angle and focal length using photo-geography theory, then evaluate camera direction and photographic object distance based on equal focal length, finally, map the 3D skull according to above known parameters, and implement skull-face overlay process. Result shows that this approach is effective, efficient and accurate for follow-up research work.
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