activity
20182024
most citedPix2Vex: Image-to-Geometry Reconstruction using a Smooth Differentiable Renderer

40 citations · 72 across the 16 of their papers we have counts for

collaborators
Showing 2019Show all

2 papers · 1 filter

cs.LG2019

AlgoNet: Smooth Algorithmic Neural Networks

Felix Petersen, Christian Borgelt, Oliver Deussen

Artificial neural networks revolutionized many areas of computer science in recent years since they provide solutions to a number of previously unsolved problems. On the other hand…

cs.CV2019★ 40 cited

Pix2Vex: Image-to-Geometry Reconstruction using a Smooth Differentiable Renderer

Felix Petersen, Amit H. Bermano, Oliver Deussen +1

The long-coveted task of reconstructing 3D geometry from images is still a standing problem. In this paper, we build on the power of neural networks and introduce Pix2Vex, a networ…