Title :
A graph decomposition approach to least squares attributed graph matching
Author :
Jianfeng Lu ; Caelli, Terry ; Jingyu Yang
Author_Institution :
Dept. of Comput. Sci., Alberta Univ., Edmonton, Alta., Canada
Abstract :
A graph decomposition model is combined with recent developments in least squares methods for matching attributed graphs. In particular, we show how this approach improves the robustness of graph matching and also reveals important structural similarities between subgraphs of target and model graphs.
Keywords :
least squares approximations; pattern recognition; attributed graph matching; graph decomposition model; least squares methods; Computer science; Fitting; Hilbert space; Interpolation; Kernel; Least squares methods; Optimization methods; Pattern matching; Pattern recognition; Robustness;
Conference_Titel :
Pattern Recognition, 2004. ICPR 2004. Proceedings of the 17th International Conference on
Print_ISBN :
0-7695-2128-2
DOI :
10.1109/ICPR.2004.1334265
