One thing computer vision is missing is making a depth map given a 2d image. You can look at a photograph and describe it as a 3D scene. This will be important for many fields.
http://www.cv-foundation.org/openaccess/content_cvpr_2016/ht...
http://www.cv-foundation.org/openaccess/content_cvpr_2016/ht...
https://link.springer.com/chapter/10.1007/978-3-319-46475-6_...
And there's more every week... Blender, Unity Engine, Unreal Engine, you name it. (Disclaimer: am author on one of these papers)