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Points2Pix: 3D Point-Cloud to Image Translation using conditional Generative Adversarial Networks [article]

Stefan Milz, Martin Simon, Kai Fischer, Maximillian Pöpperl
2019 arXiv   pre-print
We present the first approach for 3D point-cloud to image translation based on conditional Generative Adversarial Networks (cGAN).  ...  Conditions are used to bias the background and the viewpoint of the generated image. This opens up new ways in augmenting or texturing 3D data to aim the generation of fully individual images.  ...  : 3D Point-Cloud to Image Translation using conditional GANs We call it inception score, because its similar to the proposal of [22] .  ... 
arXiv:1901.09280v2 fatcat:x3gkhq633fg5za3nt7cji2na2y