Graph-based recognition in photo collections using social semantics
Markus Brenner, Ebroul Izquierdo · 2011
In this paper, we show how to recognize people in Consumer Photo Collections by employing a graphical model together with a distance-based face description method. We devise a graph design and explore ways to further improve the recognition performance by incorporating context in the form of social semantics. Experiments on a public dataset demonstrate the effectiveness of our probabilistic approach compared to traditional nearest-neighbor matching.