Petroglyph recognition using self-organizing maps and fuzzy visual language parsing

Proceedings - International Conference on Tools with Artificial Intelligence, ICTAI

Volumn 1, Issue , 2012, Pages 852-859

  Deufemia, Vincenzo ^a   Paolino, Luca ^a   De Lumley, Henry ^b  

^a UNIVERSITY OF SALERNO   (Italy)

^b Laboratoire departemental de prehistoire du Lazaret   (France)

Author keywords

fuzzy spatial relationships; Image processing; petroglyph recognition; self organizing maps; visual languages

Indexed keywords

AUTOMATED TOOLS; CLASSIFICATION AND INTERPRETATION; PETROGLYPH RECOGNITION; RADON TRANSFORM; SELF-ORGANIZING MAP (SOM); SHAPE DESCRIPTORS; SPATIAL RELATIONSHIPS; VISUAL LANGUAGE PARSING;

ALGORITHMS; ARTIFICIAL INTELLIGENCE; CONFORMAL MAPPING; IMAGE PROCESSING; PINCH EFFECT;

VISUAL LANGUAGES;

EID: 84876849389     PISSN: 10823409     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICTAI.2012.119     Document Type: Conference Paper

References (27)

1. V. Mascardi, V. Deufemia, D. Malafronte, A. Ricciarelli, N. Bianchi, and H. de Lumley, "Rock art interpretation within indiana MAS," in Agent and Multi-Agent Systems. Technologies and Applications, ser. Lecture Notes in Computer Science, G. Jezic, M. Kusek, N.-T. Nguyen, R. Howlett, and L. Jain, Eds. Springer, 2012, vol. 7327, pp. 271-281.
2. V. Deufemia, L. Paolino, G. Tortora, A. Traverso, V. Mascardi, M. Ancona, M. Martelli, N. Bianchi, and H. de Lumley, "Investigative analysis across documents and drawings: visual analytics for archaeologists," in Proceedings of the International Working Conference on Advanced Visual Interfaces. ACM, 2012, pp. 539-546.
3. M. Seidl and C. Breiteneder, "Detection and Classification of Petroglyphs in Gigapixel Images-Preliminary Results," in Proceedings of the12th International Symposium on Virtual Reality, Archaeology and Cultural Heritage. Eurographics Association, 2011, pp. 45-48.
4. Q. Zhu, X. Wang, E. Keogh, and S.-H. Lee, "An efficient and effective similarity measure to enable data mining of petroglyphs," Data Mining and Knowledge Discovery, vol. 23, pp. 91-127, 2011.
5. N. Bianchi, "Mount Bego: Prehistoric rock carvings," Adoranten, pp. 70-80, 2010.
6. H. de Lumley and A. Echassoux, "The rock carvings of the chalcolithic and ancient bronze age from the mont bego area. The cosmogonic myths of the early metallurgic settlers in the southern alps," L'Anthropologie, vol. 113, no. 5P2, pp. 969-1004, 2009.
7. "Petroglyphs," http://en.wikipedia.org/wiki/Petroglyph, last accessed: October 2th, 2012.
8. C. M. Bicknell, A Guide to the Prehistoric Rock Engravings in the Italian Maritime Alps. printed by Giuseppe Bessone, 1913.
9. C. Chippindale and C. Bicknell, "Archaeology and science in the 19th century," Antiquity, vol. 58, no. 224, pp. 185-193, Sep. 1984.
10. Y. A. Sher, Petroglyphs in Central Asia. Nauka, 1980.
11. R. Takaki, J. Toriwaki, S. Mizuno, R. Izuhara, M. Khudjanazarov, and M. Reutova, "Shape analysis of petroglyphs in central asia," Forma, vol. 21, pp. 91-127, 2006.
12. Q. Zhu, X.Wang, E. Keogh, and S.-H. Lee, "Augmenting the generalized hough transform to enable the mining of petroglyphs," in Proceedings of the 15th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. ACM, 2009, pp. 1057-1066.
13. "PetroAnnotator," http://www.cs.ucr.edu/-qzhu/papers/CAPTCHA/ PetroAnnotator/, last accessed: October 2th, 2012.
14. G. Dorko and C. Schmid, "Selection of scale-invariant parts for object class recognition," in Proceedings of Ninth IEEE International Conference on Computer Vision, vol. 1, oct. 2003, pp. 634-639.
15. A. Paplinski, "Rotation invariant categorization of visual objects using radon transform and self-organizing modules," in Neural Information Processing. Models and Applications, ser. Lecture Notes in Computer Science, K. Wong, B. Mendis, and A. Bouzerdoum, Eds. Springer, 2010, vol. 6444, pp. 360-366.
16. T. Kohonen, M. R. Schroeder, and T. S. Huang, Eds., Self-Organizing Maps, 3rd ed. Springer-Verlag New York, Inc., 2001.
17. G. Costagliola, V. Deufemia, F. Ferrucci, and C. Gravino, "Constructing meta-case workbenches by exploiting visual language generators," IEEE Transactions on Software Engineering, vol. 32, pp. 156-175, 2006.
18. G. Costagliola, V. Deufemia, and G. Polese, "Visual language implementation through standard compiler-compiler techniques," J. Vis. Lang. Comput., vol. 18, no. 2, pp. 165-226, Apr. 2007.
19. G. Costagliola, V. Deufemia, and M. Risi, "Sketch grammars: A formalism for describing and recognizing diagrammatic sketch languages," in Proceedings of the 8th International Conference on Document Analysis and Recognition. IEEE Computer Society, 2005, pp. 1226-1231.
20. J. F. Allen, "Maintaining knowledge about temporal intervals," Commun. ACM, vol. 26, no. 11, pp. 832-843, Nov. 1983.
21. H. W. Guesgen, "Spatial reasoning based on allen's temporal logic," International Computer Science Institute, 1947 Center St, Suite 600, Berkeley, CA, Tech. Rep. TR-89-049, 1989.
22. N. Salamat and E.-h. Zahzah, "Two-dimensional fuzzy spatial relations: a new way of computing and representation," Adv. Fuzzy Sys., vol. 2012, pp. 1-15, Jan. 2012.
23. G. Costagliola, V. Deufemia, G. Polese, and M. Risi, "Building syntaxaware editors for visual languages," Journal of Visual Languages & Computing, vol. 16, no. 6, pp. 508-540, 2005.
24. S. Salzberg, "On comparing classifiers: Pitfalls to avoid and a recommended approach," Data Min. Knowl. Discov., vol. 1, no. 3, pp. 317-328, 1997.
25. I. Assent, M. Wichterich, T. Meisen, and T. Seidl, "Efficient similarity search using the earth mover's distance for large multimedia databases," in Proceedings of the 2008 IEEE 24th International Conference on Data Engineering. IEEE Computer Society, 2008, pp. 307-316.
26. G. Casella, V. Deufemia, V. Mascardi, G. Costagliola, and M. Martelli, "An agent-based framework for sketched symbol interpretation," J. Vis. Lang. Comput., vol. 19, no. 2, pp. 225-257, 2008.
27. L. Paolino, M. Romano, M. Sebillo, and G. Vitiello, "Supporting the on-site emergency management through a visualisation technique for mobile devices," J. Location Based Services, vol. 4, no. 3&4, pp. 222-239, 2010.