An Empirical Comparison of Inference Algorithms for Graphical Models with Higher Order Factors Using OpenGM


Graphical models with higher order factors are an important tool for pattern recognition that has recently attracted considerable attention. Inference based on such models is challenging both from the view point of software design and optimization theory. In this article, we use the new C++ template library OpenGM to empirically compare inference algorithms… (More)
DOI: 10.1007/978-3-642-15986-2_36


7 Figures and Tables


Citations per Year

Citation Velocity: 20

Averaging 20 citations per year over the last 3 years.

Learn more about how we calculate this metric in our FAQ.