Realistic image perspective transformation using neural networks

Abstract

The present disclosure discloses a system and a method. In example implementations, the system and the method can include receiving an image having a first perspective; generating, via a deep neural network, a depth map corresponding to the image having the first perspective; generating, via the deep neural network, a point cloud representation based on the depth map; projecting the point cloud representation onto a point cloud representation corresponding to an image having a second perspective; generating a depth map corresponding to the image having the second perspective; and generating a synthetic image having the second perspective based on the depth map corresponding to the image having the second perspective and a semantic segmentation map corresponding to the image having the first perspective, wherein the second perspective is different from the first perspective.

Dependencies are inferred from the claim text.