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Reconstructing 3d surfaces using point clouds derived from overlapping camera images

机译:使用从重叠的相机图像得出的点云重建3d曲面

摘要

An apparatus for reconstructing the surface of a 3D object comprises at least one camera 101a configured to capture a plurality of images of different parts of the object from a plurality of different viewpoints. The camera(s) are configured such that there is overlap between adjacent images. A processor is adapted to:process the captured images and match them such that data derived from the overlap of images is used to form a 3D point cloud 103a of the object. A parameterised 3D surface is fitted to the point cloud, by optimising the parameters of said surface to fit the point cloud. Finally, a reconstruction model 105a of the object from the fitted surface is generated and output. This may be enhanced with texture and colour/shading information from the captured images.
机译:一种用于重建3D对象的表面的设备,包括至少一个照相机101a,其被配置为从多个不同的视点捕获对象的不同部分的多个图像。摄像机被配置为使得相邻图像之间存在重叠。处理器适于:处理捕获的图像并对其进行匹配,使得从图像的重叠中得出的数据被用于形成对象的3D点云103a。通过优化所述表面的参数以拟合点云,将参数化的3D表面拟合到点云。最后,生成并输出来自拟合表面的物体的重建模型105a。这可以通过捕获的图像中的纹理和颜色/阴影信息来增强。

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