Consistent Estimators of Median and Mean Graph

The median and mean graph are basic building blocks for statistical graph analysis and unsupervised pattern recognition methods such as central clustering and graph quantization. This contribution provides sufficient conditions for consistent estimators of true but unknown central points of a distribution on graphs.

• Type: Conference
• Year: 2010
• Where: ICPR
• Authors: Brijnesh J. Jain, Klaus Obermayer
• Keywords: Computer Vision, Graph Quantization, ICPR 2010, Mean Graph, Statistical Graph Analysis