Approximate Bayesian Image Interpretation using Generative Probabilistic Graphics Programs

Vikash K. Mansinghka, Tejas D. Kulkarni, Yura N. Perov +1

The idea of computer vision as the Bayesian inverse problem to computer graphics has a long history and an appealing elegance, but it has proved difficult to directly implement. In…