3D Volume reconstruction

Hi guys,

I want to start my research on a student project I am interested in. What I am looking for are research papers, if AI algorithms can be used for reconstruction of 3D volumes. For example I would use a dataset of a cars’ 3d Volume (.stl) before and after the crash. Would it be possible to feed the network a new damaged car, which the algorithm could reconstruct? Are there any kind of network types or research done on similar tasks?

Thanks for helping out in advance!

You could try making a Gan that learns how to generate reconstructed images from the ‘deconstructed’ ones. Would be interesting to see the results of this.

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