Context in fusion: Some considerations in a JDL perspective

Proceedings of the 16th International Conference on Information Fusion, FUSION 2013

Volumn , Issue , 2013, Pages 115-120

  Snidaro, Lauro ^a   Visentini, Ingrid ^a   Llinas, James ^b   Foresti, Gian Luca ^a  

^a UNIVERSITY OF UDINE   (Italy)

^b UNIVERSITY AT BUFFALO   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

CONTEXT-AWARE SYSTEMS; CONTEXTUAL INFORMATION; DOMAIN KNOWLEDGE; FUSION SYSTEMS; INTENTION ESTIMATION; LINGUISTIC COMMUNICATION;

OBJECT RECOGNITION;

INFORMATION FUSION;

EID: 84890826586     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (21)

1. L. Snidaro, I. Visentini, and G. L. Foresti, "Multi-sensor multi-cue fusion for object detection in video surveillance," in International Conference on Advanced Video and Signal Based Surveillance, Genoa Italy, September 2-4 2009, pp. 364-369.
2. N. Roy, T. Gu, and S. K. Das, "Supporting pervasive computing applications with active context fusion and semantic context delivery, Pervasive and Mobile Computing, vol. 6, no. 1, pp. 21-42, 2010.
3. W. J. Scheirer, N. Kumar, K. Ricanek, P. N. Belhumeur, and T. E. Boult "Fusing with context: a bayesian approach to combining descriptive attributes," in International Joint Conference on Biometrics (IJCB). IEEE, 2011.
4. E. Blasch, J. Garcia Herrero, L. Snidaro, J. Llinas, G. Seetharaman and K. Palaniappan, "Overview of contextual tracking approaches in information fusion," pp. 87 470B-87 470B-11, 2013. Available: + http://dx.doi.org/10. 1117/12.2016312
5. I. Visentini and L. Snidaro, "Integration of contextual information for tracking refinement," in 14th International Conference on Information Fusion, Chicago, Illinois, 2011.
6. A. Padovitz, S. W. Loke, A. Zaslavsky, B. Burg, and C. Bartolini, "An approach to data fusion for context awareness," in Proceedings of the 5th international conference on Modeling and Using Context. Springer 2005, pp. 353-367.
7. L. I. Kuncheva, Combining Pattern Classifiers: Methods and Algorithms. Wiley-Interscience, 2004.
8. E. Blasch, J. Llinas, D. Lambert, P. Valin, S. Das, C. Chong, M. Kokar and E. Shahbazian, "High level information fusion developments issues, and grand challenges: Fusion 2010 panel discussion," in 13th Conference on Information Fusion, 26-29 July 2010.
9. N. Poh, A. Merati, and J. Kittler, "Heterogeneous information fusion A novel fusion paradigm for biometric systems," in Biometrics (IJCB) 2011 International Joint Conference on, Oct., pp. 1-8.
10. A.-C. Boury-Brisset, "Ontology-based approach for information fusion, in the Sixth International Conference on Information Fusion 2003, pp. 522-529.
11. A. Hunter and W. Liu, "Merging uncertain information with semantic heterogeneity in xml," Knowledge and Information Systems, vol. 9, pp. 230-258, 2006.
12. G. Ferrin, L. Snidaro, and G. Foresti, "Contexts, co-texts and situations in fusion domain," in 14th International Conference on Information Fusion, Chicago, Illinois, USA., 2011.
13. L. Snidaro, I. Visentini, K. Bryan, and G. L. Foresti, "Markov logic networks for context integration and situation assessment in maritime domain," in Proceedings of the 15th International Conference on Information Fusion, Singapore, July 2012, pp. 1534-1539.
14. A. Steinberg and G. Rogova, "Situation and context in data fusion and natural language understanding," in Proceedings of the Eleventh International Conference on Information Fusion, Cologne, Germany 2008.
15. J. Garc?a, L. Snidaro, and I. Visentini, "Exploiting context as binding element for multi-level fusion," in Proceedings of the 15th International Conference on Information Fusion, 2012, Panel Session on Multi-Level Fusion: issues in bridging the gap between high and low level fusion.
16. J.Llinas, C. L. Bowman, G. L. Rogova, A. N. Steinberg, E. L. Waltz, and F. E. White, "Revisiting the JDL data fusion model II," in Proceedings of the Seventh International Conference on Information Fusion, vol. II Stockholm, Sweden, June 2004, pp. 1218-1230.
17. L. Snidaro, C. Piciarelli, and G. L. Foresti, "Fusion of trajectory clusters for situation assessment," in Proceedings of the Ninth International Conference on Information Fusion, Florence, Italy, July 10-14 2006.
18. G. Ferrin, L. Snidaro, S. Canazza, and G. Foresti, "Soft data issues in fusion of video surveillance," in Proceedings of the Eleventh International Conference on Information Fusion, Cologne, Germany, June 30-July 3 2008, pp. 1882-1889.
19. A. V. Smirnov, M. P. Pashkin, N. G. Chilov, T. V. Levashova, and A. A. Krizhanovsky, "Ontology-driven information integration for operational decision support," in Proceedings of the Eighth international conference on Information Fusion. Philadelphia, PA: International Society of Information Fusion, July, 25-29 2005.
20. S. J. Pan and Q. Yang, "A survey on transfer learning," IEEE Transactions on Knowledge and Data Engineering, vol. 22, no. 10, pp. 1345-1359, October 2010.
21. J. Davis and P. Domingos, "Deep transfer via second-order markov logic," in Proceedings of the 26th annual international conference on machine learning. ACM, 2009, pp. 217-224.