An image analysis methodology based on deterministic tourist walks

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 4140 LNAI, Issue , 2006, Pages 159-167

  Campiteli, Mônica G ^a   Martinez, Alexandre S ^a   Bruno, Odemir M ^a  

^a UNIVERSITY OF SÃO PAULO   (Brazil)

Author keywords

[No Author keywords available]

Indexed keywords

ARTIFICIAL INTELLIGENCE; CLASSIFICATION (OF INFORMATION); COMPUTER SCIENCE; TEXTURES;

BRODATZ IMAGES; DETERMINISTIC TOURIST WALKS; TEXTURE CHARACTERIZATION;

IMAGE ANALYSIS;

EID: 33751372902     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/11874850_20     Document Type: Conference Paper

References (22)

1. Li, S.: On discontinuity-adaptive smoothness priors in computer vision. IEEE Transactions on Pattern Analysis and Machine Intelligence 17(6) (1995) 576-586
2. Howarth, P., Ruger, S.: Evaluation of texture features for content-based image retrieval. Lecture Notes in Computer Science 3115 (2004) 326-334
3. Jain, A.K., Farrokhnia, F.: Unsupervised texture segmentation using gabor filters. Pattern Recognition 24(12) (1991) 1167-1186
4. Scholl, J., Schol-Paschinger, E.: Classification by restricted random walks. Pattern Recognition 36 (2003) 1279-1290
5. Derrida, B.: From random walks to spin glasses. Phys. D 107(2-4) (1997) 186-198
6. Freund, H., Grassberger, P.: The Red Queens walk. Physica A 190(3-4) (1992) 218-237
7. Bunimovich, L.A., Troubetzkoy, S.E.: Recurrence properties of Lorentz lattice gas cellular automata. J. Stat. Phys. 67(1-2) (1992) 289-302
8. Bunimovich, L.A.: Deterministic walks in random environments. Physica D 187 (2004) 20-29
9. Gale, D., Propp, J., Sutherland, S., Troubetzkoy, S.: Further travels with my ant. Math. Inteligencer 17(3) (1995) 48-56
10. aes Campiteli, M.G., Batista, P.D., Kinouchi, O., Martinez, A.S.: Deterministic walks as an algorithm of pattern recognition. Phys. Rev. E (submitted) (2006)
11. Lima, G.F., Martinez, A.S., Kinouchi, O.: Deterministic walks in random media. Phys. Rev. Lett. 87(1) (2001) 010603
12. Stanley, H.E., Buldyrev, S.V.: Statistical physics - the salesman and the tourist. Nature (London) 413(6854) (2001) 373-374
13. Kinouchi, O., Martinez, A.S., Lima, G.F., Loureno, G.M., Risau-Gusman, S.: Deterministic walks in random networks: an application to thesaurus graphs. Physica A 315(3/4) (2002) 665-676
14. Boyer, D., Miramontes, O., Ramos-Fernandez, G., Mateos, J.L., Cocho, G.: Modeling the searching behavior of social monkeys. Physica A 342(1-2) (2004) 329-335
15. Boyer, D., Larralde, H.: Looking for the right thing at the right place: Phase transition in an agent model with heterogeneous spatial resources. Complexity 10(3) (2005) 52-55
16. Terçariol, C.A.S., Martinez, A.S.: Analytical results for the statistical distribution related to memoryless deterministic tourist walk: Dimensionality effect and mean field models. Phys. Rev. E 72 (2005) 021103
17. Risau-Gusman, S., Martinez, A.S., Kinouchi, O.: Escaping from cycles through a glass transition. Phys. Rev. E 68 (2003) Art. No. 016104
18. Martinez, A.S., Kinouchi, O., Risau-Gusman, S.: Exploratory behavior, trap models and glass transitions. Phys. Rev. E 69 (2004) Art. No. 017101
19. Brodatz, P.: A Photographic Album for Arts and Design. Volume 1. Dover Publishing Co., Toronto (1966)
20. R Development Core Team: R: A Language and Environment for Statistical Computing. R Foundation for Statistical Computing, Vienna, Austria. (2005)
21. Webb, A.: Statistical Pattern Recognition. Volume 1. Newnes (1999)
22. Duda, R.O., Hart, P.E.: Pattern Classification. John Wiley and Sons (2000)