Kernel on bag of paths for measuring similarity of shapes

ESANN 2007 Proceedings - 15th European Symposium on Artificial Neural Networks

Volumn , Issue , 2007, Pages 355-360

  Suard, F ^a   Rakotomamonjy, A ^a   Bensrhair, A ^a  

^a UNIVERSITÉ DE ROUEN   (France)

Author keywords

[No Author keywords available]

Indexed keywords

DATA MINING PROBLEMS; DISSIMILARITY MEASURES; DISTANCE-BASED CLASSIFIERS; GRAPH KERNELS; GRAPH MATCHINGS; KERNEL FUNCTION; MEASURING SIMILARITIES; SHOCK GRAPHS;

ARTIFICIAL INTELLIGENCE; COGNITIVE SYSTEMS;

NEURAL NETWORKS;

EID: 76249094799     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (11)

1. H. Bunke and K. Shearer. A graph distance metric based on the maximal common subgraph. Pattern Recognition Letters, 19:255-259, 1998.
2. F. Demirci, A. Shokoufandeh, L. Bretzner, and S. Dickinson. Object recognition as manyto- many feature matching. Internation Journal of Computer Vision, 69(2):203-222, 2006.
3. F. Desobry, M. Davy, and W.J. Fitzgerald. A class of kernels for sets of vectors. In Proceedings of the 13th European Symposium on Artificial Neural Networks, 2005.
4. P. Dimitrov, C. Phillips, and K. Siddiqi. Robust and efficient skeletal graphs. In Conference on Computer Vision and Pattern Recognition, 2000.
5. B. Haasdonk and C. Bahlmann. Learning with distance substitution kernels. In Springer, editor, Pattern Recognition - Proc. of the 26th DAGM Symposium, 2004.
6. H. Kashima, K. Tsuda, and A. Inokuchi. Marginalized kernels between labeled graphs. In Proceedings of the Twentieh International Conference on Machine Learning, 2003.
7. C. Di Ruberto. Recognition of shapes by attributed skeletal graphs. Pattern Recognition, 37(1):21-31, 2004.
8. B. Scholkopf and A. Smola. Learning with Kernels. MIT Press, 2001.
9. T. Sebastian, P. Klein, and B. Kimia. Recognition of shapes by editing shock graphs. IEEE Trans. on Pattern Analysis and Machine Intelligence, 26(5):550-571, 2001.
10. K. Siddiqi, A. Shokoufandeh, S. J. Dickinson, and S. W. Zucker. Shock graphs and shape matching. International Journal of Computer Vision, 35:13-32, 1999.
11. C. Wallraven, B. Caputo, and A. Graf. Recognition with local features: the kernel recipe. In Proceedings of International Conference on Computer Vision, pages 257-264, 2003.