Qualitative modelling and analysis of animal behaviour

Applied Intelligence

Volumn 21, Issue 1, 2004, Pages 25-44

  Matetić, Maja ^a   Ribarić, Slobodan ^b   Ipšić, Ivo ^a  

^a Filozofskog fakulteta u Rijeci   (Croatia)

^b UNIVERSITY OF ZAGREB   (Croatia)

Author keywords

Conceptual clustering; Dynamic vision system; Hidden Markov models of characteristic behaviours; Qualitative modelling

Indexed keywords

COMPUTER VISION; MARKOV PROCESSES; NEURAL NETWORKS; SPEECH RECOGNITION; TRAJECTORIES; VECTORS;

ANIMAL BEHAVIOR; CONCEPTUAL CLUSTERING; DYNAMIC VISION SYSTEMS; QUALITATIVE MODELING;

BEHAVIORAL RESEARCH;

EID: 3543087308     PISSN: 0924669X     EISSN: None     Source Type: Journal    
DOI: 10.1023/B:APIN.0000027765.12621.6f     Document Type: Article

References (28)

1. M. Kubat, I. Bratko, and R.S. Michalski, "A review of machine learning methods," in Machine Learning and Data Mining: Methods and Applications, edited by R.S. Michalski, I. Bratko, and M. Kubat, John Wiley & Sons: London, 1998, pp. 3-69.
2. R.S. Michalski and K. A. Kaufman, "Data mining and knowledge discovery: A review of issues and a multistrategy approach," in Machine Learning and Data Mining: Methods and Applications, edited by R.S. Michalski, I. Bratko, and M. Kubat, John Wiley & Sons: London, 1998, pp. 70-112.
3. A.C. Cohn, B. Bennett, J. Gooday, and N.M. Gotts, "Representing and reasoning with qualitative spatial relations about regions," in Spatial and Temporal Reasoning, edited by O. Stock, Kluwer Publishing Company, 1997, pp. 97-134.
4. A.G. Cohn and S.M. Hazarika. "Qualitative spatial representation and reasoning: An overview," Fnndamenta Informaticae, vol. 43, no. 2, p. 32, IOS Press, 2001.
5. K.D. Forbus, "Qualitative process theory," Artificial Intelligence, vol. 24, pp. 85-168, 1984.
6. B.J. Kuipers, "Qualitative simulation," Artificial Intelligence, vol. 29, pp. 289-338, 1986.
7. Z. Kalafatić, S. Ribarić, and V. Stanisavljević, "A system for tracking laboratory animals based on optical flow and active contours," in 11th International Conference on Image Analysis and Processing (ICIAP 2001), Palermo, Italy, 2001, pp. 334-339.
8. Z. Kalafatić, S. Ribarić, and V. Stanisavljević, "Real-lime object (racking based on optical flow and active rays," in 9th Mediterranean Electrotechnical Conference (MELECON), Cyprus, May 2000, vol. II, pp. 542-545.
9. J.K. Aggarwal and Q. Cai, "Human motion analysis: A review," Computer Vision and Image Understanding, vol. 73, no. 3, 1999.
10. T. Moeslund and A. Granum, "A survey of computer vision based human motion capture," Computer Vision and Image Understanding, vol. 81, no. 3, March 2001.
11. G. Medioni, I. Cohen, F. Bremond, S. Hongeng, and R. Nevatia, "Event detection and analysis from video streams," IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 23, no. 8, pp. 873-889, 2001.
12. N.M. Oliver, B. Rosario, and A.P. Pentland, "A Bayesian computer vision system for modeling human interactions," IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 22, no. 8, Aug. 2000.
13. C.M. Jonker and J. Treuer, "Agent-based simulation of animal behaviour," Applied Intelligence, vol. 15, pp. 83-115, 2001.
14. D.M. Gavrila, "The visual analysis of human movement: A survey," Computer Vision and Image Understanding, vol. 73, no. 1, pp. 82-98, 1999.
15. T. Starner, J. Weaver, and A. Pentland, "Real-time American sign language recognition using desk and wearable computer based video," IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 20, no. 12, pp. 1371-1375, 1998.
16. C. Vogler and D. Metaxas, "Parallel hidden Markov models for american sign language recognition," Proceedings of the ICCV(2), 1999, pp. 116-122.
17. C. Bregler, "Learning and recognizing human dynamics in video sequences," in Conference on Computer Vision and Pattern Recognition, San Juan, Puerto Rico, 1997.
18. C. Wren, T.D. Azarbayejani, and A. Pentland, "Pfinder: Real-time tracking of the human body," IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 19, no. 7, pp. 780-785, 1997.
19. J. Fernyhough, A.G. Cohn, and D. Hogg, "Constructing qualitative event models automatically from video input," Image and Vision Computing, vol. 18, pp. 81-103, 2000.
20. R. Rajagopalan, "A model for integrated qualitative spatial and dynamic reasoning about physical systems," in Proceedings of American Conference on AI (AAAI-94), 1994, pp. 1411-1417.
21. A. Blum and T. Mitchell, "Combining labeled and unlabeled data with co-training," in Proceedings of the Workshop on Computational Learning Theory (COLT 98), Morgan Kaufmann Publishers, 1998.
22. L.R. Rabiner and B.H. Juang, "An introduction to hidden Markov models," IEEE ASSP Magazine, 1986, pp. 4-16.
23. L.R. Rabiner, "A tutorial on hidden Markov models and selected applications in speech recognition," Proceedings of the IEEE, vol. 77, no. 2, Feb. 1989.
24. G.N. Lance and W.T. Williams, "A general theory of classification sorting strategy," Computer Journal, no. 9, pp. 19-73, 1967.
25. V.I. Levenshtein, "Binary codes capable of correcting deletions insertions and reversals," Cybernetics and Control Theory, vol. 10, pp. 707-710, 1966.
26. M. Matetić and S. Ribarić, "Qualitative modelling of object behaviour in the dynamic vision system using hidden Markov models," in Proceedings of the 11th Mediterranean Electrotechnical Conference MELECON 2002, Cairo, Egypt, May 7-9 2002, pp. 570-574.
27. E. Clementini and P. Di Felice, "Qualitative representation of positional information," Artificial Intelligence, vol. 95, no. 2, pp. 317-356, 1997.
28. G.W. Milligan and M.C. Cooper, "An examination of procedure for determining the number of clusters in a data set," Psychometrika, vol. 50, pp. 159-179, 1985.