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A new camera projection model and its application in reprojection

机译:一种新的相机投影模型及其在重投影中的应用

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We present a new camera projection model, which is intermediate between the affine camera model and the pin hole projection model. It is modeled as a perspective projection of 3D points into an arbitrary plane, followed by an affine transform of these projected points. We observe that the reprojection of a point into a novel image can be achieved uniquely provided that we have located a set of five reference points over four images (of which three are input images, and the fourth is the novel image). Also, the reprojection theory does not assume that the input images are captured from cameras with identical internal calibration parameters. Thus, we apply our technique to two different domains: 1) generation of novel images from a stereo pair; and 2) generation of virtual walk-through sequence with a monocular image sequence as input.
机译:我们提出了一种新的相机投影模型,该模型介于仿射相机模型和针孔投影模型之间。它被建模为3D点到任意平面的透视投影,然后对这些投影点进行仿射变换。我们观察到,只要我们在四个图像(其中三个是输入图像,第四个是新颖图像)上定位五个参考点的集合,就可以唯一地实现将点重新投影到新颖图像中。同样,重投影理论并不假设输入图像是从具有相同内部校准参数的相机捕获的。因此,我们将技术应用于两个不同的领域:1)从立体声对生成新颖图像; 2)以单眼图像序列为输入生成虚拟穿行序列。

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