Can Matlab transforming a 2D image into a 3D image?

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LauraMat
LauraMat 2016 年 10 月 3 日
コメント済み: Walter Roberson 2016 年 10 月 3 日
Can Matlab transforming a 2D image into a 3D image?
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Walter Roberson
Walter Roberson 2016 年 10 月 3 日
Only if additional information about the scene is available. For example there are routines to work with stereo pairs of images.

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Adrian Stannard
Adrian Stannard 2016 年 10 月 3 日
For an image to be 3D in the sense of how our eyes perceive the world, then there needs to be a pair of 2D images that are offset by the average human IPD (Distance between pupils, which on average is 64mm). This results in a disparity between the two that each eye must see separately (as is done in virtual and augmented reality) that our brain then converges into depth perception. If you have just one single 2D image, then there is no disparity information to generate a 3D image. If you had knowledge available about the size of objects in the image, and location of at least one of them, you may be able to generate a 3D representation through triangulation of the object space - in effect performing the reverse of a 3D stereo-depth measurement, identifying each unique object and keystoning/distorting to induce the appropriate parallax for each eye, however this is computationally very demanding, and I've yet to see an adequate demonstration of such a method.
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Walter Roberson
Walter Roberson 2016 年 10 月 3 日
There are papers about 3d reconstruction from single images. See for example http://link.springer.com/chapter/10.1007%2F978-3-319-02958-0_28

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