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3D reconstruction from a single family camera

机译:3D从单个家庭相机重建

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摘要

Traditional 3D models are often built around specialized hardware, such as laser range finders and stereo rigs, which are expensive and complex to manipulate. In this paper, a method that achieves 3D reconstruction just using one consumer grade family camera is proposed. First, two images of the same scene from different viewing positions are captured without any strict constraints; Second, extrinsic parameters of the camera are estimated and refined; Then, image rectification is achieved to align epipolar lines of both images with scan lines; Finally, 3D model reconstruction is completed with the disparity map and the geometry of cameras. The proposed method is convenient even for amateurs and can produce vivid 3D models in a variety of different environments.
机译:传统的3D模型通常是在专业的硬件上建造的,例如激光测距仪和立体声钻机,其昂贵且复杂以操纵。 在本文中,提出了一种实现仅使用一个消费级家庭摄像机实现3D重建的方法。 首先,在没有任何严格的限制的情况下捕获来自不同观看位置的相同场景的两个图像; 其次,估计和精制相机的外在参数; 然后,实现图像整流以使两个图像的底极线与扫描线对齐; 最后,使用视差图和相机的几何形状完成3D模型重建。 拟议的方法即使是业余爱好者也是方便的,并且可以在各种不同的环境中产生生动的3D模型。

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