On the use of agent technology in intelligent, multisensory and distributed surveillance

Knowledge Engineering Review

Volumn 26, Issue 2, 2011, Pages 191-208

  Gascueña, José M ^a   Fernández Caballero, Antonio ^a  

^a INSTITUTO DE INVESTIGACIÓN EN INFORMÁTICA DE ALBACETE   (Spain)

Author keywords

[No Author keywords available]

Indexed keywords

AGENT PARADIGM; AGENT TECHNOLOGY; AUTONOMOUS ENTITIES; DISTRIBUTED DATA; DISTRIBUTED SURVEILLANCE; LOW COUPLING; MULTISENSORY; PROACTIVENESS; SOCIAL ABILITIES; STATE OF THE ART; SURVEILLANCE SYSTEMS;

INFORMATION MANAGEMENT; MONITORING; MULTI AGENT SYSTEMS; SECURITY SYSTEMS;

AUTONOMOUS AGENTS;

EID: 79956359209     PISSN: 02698889     EISSN: 14698005     Source Type: Journal    
DOI: 10.1017/S0269888911000026     Document Type: Article

References (79)

1. Abreu, B., Botelho, L., Cavallaro, A., Douxchamps, D., Ebrahimi, T., Figueiredo, P., Macq, B., Mory, B., Nunes, L., Orri, J., Trigueiros, M. J. & Violante, A. 2000. A video-based multiagent traffic surveillance system. In The IEEE Intelligent Vehicles Symposium, Dearborn, MI, USA, 457-462. (Pubitemid 32135708)
2. Aguilar-Ponce, R., Kumar, A., Tecpanecatl-Xihuitl, J. L. & Bayoumi, M. 2007. A network of sensor-based framework for automated visual surveillance. Journal of Network and Computer Applications 30, 1244-1271. (Pubitemid 46497036)
3. Ao Ieong, T. W. H. & Lee, R. S. T. 2004. iJADE Face Recognizer-A multiagent based pose and scale invariant human face recognition system. In Knowledge-Based Intelligent Information and Engineering Systems, Lecture Notes in Artificial Intelligence 3214, 494-601. Springer.
4. Attwood, C. I. & Watson, D. A. 2004. Advisor-socket and see: lessons learnt in building a real-time distributed surveillance system. In Intelligent Distributed Surveillance Systems, London, UK, 6-11.
5. Beer, M., d'Inverno, M., Luck, M., Jennings, N., Preist, C. & Schroeder, M. 1999. Negotiation in multi-agent systems. The Knowledge Engineering Review 14, 285-289.
6. Bigus, J. P. 2000. The agent building and learning environment. In The Fourth International Conference on Autonomous Agents, Barcelona, Spain, 108-109.
7. Biswas, P. K., Qi, H. & Xu, Y. 2008. Mobile-agent-based collaborative sensor fusion. Information Fusion 9, 399-411. (Pubitemid 351680788)
8. Bovenkamp, E. G. P., Dijkstra, J., Bosch, J. G. & Reiber, J. H. C. 2004. Multiagent segmentation of IVUS images. Pattern Recognition 37(4), 647-663.
9. Bramberger, M., Quaritsch, M., Winkler, T., Rinner, B. & Schwabach, H. 2005. Integrating multicamera tracking into a dynamic task allocation system for smart cameras. In Advanced Video and Signal Based Surveillance, Como, Italy, 474-479.
10. Castanedo, F., Patricio, M. A., García, J. & Molina, J. M. 2006. Extending surveillance systems capabilities using BDI cooperative sensor agents. In 4th ACM International Workshop on Video Surveillance and Sensor Networks, Santa Barbara, CA, USA, 131-138. (Pubitemid 47168333)
11. Castanedo, F., Garcia, J., Patricio, M. A. & Molina, J. M. 2008. A multiagent architecture to support active fusion in a visual sensor network. In 2nd ACM/IEE International Conference on Distributed Smart Cameras, Stanford, CA, USA, 1-8.
12. Chetty, G. & Sharma, D. 2006. Distributed face recognition: A multiagent approach. In Knowledge-Based Intelligent Information and Engineering Systems, Lecture Notes in Artificial Intelligence 4253, 1168-1175. Springer. (Pubitemid 44700564)
13. Collinot, A., Drogoul, A. & Benhamou, P. 1996. Agent oriented design of a soccer robot team. In 2nd International Conference on Multiagent Systems, Kyoto, Japan, 41-47.
14. Cossentino, M., Sabatucci, L. & Chella, A. 2003. A possible approach to the development of robotic multiagent systems. In IEEE/WIC Conference on Intelligent Agent Technology, Halifax, Canada, 539-544.
15. Costello, C., Diehl, C., Banerjee, A. & Fisher, H. 2004. Scheduling an active camera to observe people. In ACM 2nd International Workshop on Visual Surveillance and Sensor Networks, New York, NY, USA, 39-45. (Pubitemid 40372010)
16. Cucchiara, R. 2005. Multimedia surveillance systems. In The third ACM International Workshop on Video Surveillance and Sensor Networks, Singapore, 3-10.
17. De Gregorio, M. 2007. A hybrid intelligent system for active video surveillance. In The Seventh International Conference on Intelligent Systems Design and Applications, 21-26.
18. DeLoach, S., Matson, E. & Li, Y. 2002. Applying agent oriented software engineering to cooperative robotics. In The Fifteenth International Florida Artificial Intelligence Research Society Conference, 391-396.
19. Detmold, H., Dick, A., Falkner, K., Munro, D. S., Hengel, A. & Morrison, R. 2006a. Scalable surveillance software architecture. In IEEE International Conference on Video and Signal Based Surveillance, Sydney, Australia, 103-108.
20. Detmold, H., Dick, A., Falkner, K., Munro, D. S., Hengel, A. & Morrison, R. 2006b. Middleware for video surveillance networks. In International Workshop on Middleware for Sensor Networks, Melbourne, Australia, 31-36. (Pubitemid 47154940)
21. Durfee, E. H., Lesser, V. R. & Corkill, D. D. 1989. Trends in cooperative distributed problem solving. IEEE Transactions on Knowledge and Data Engineering 1(1), 63-83.
22. d'Inverno, M., Fisher, M., Lomuscio, A., Luck, M., de Rijke, M., Ryan, M. & Wooldridge, M. 1997. Formalisms for multi-agent systems. The Knowledge Engineering Review 12, 315-321. (Pubitemid 127668242)
23. Fernandez-Caballero, A., Gómez, F. & López- López, J. 2008. Road-traffic monitoring by knowledge-driven static and dynamic image analysis. Expert Systems with Applications 353, 701-719.
24. Finin, T., McKay, D. & Fritzon, R. 1992. An Overview on KQML: A Knowledge Query and Manipulation Language. Technical Report no. CS-94-12, University of Maryland Computer Science Department.
25. Franklin, S. & Graesser, A. 1996. Is it an agent, or just a program?: a taxonomy for autonomous agents. In Intelligent Agents III, Agent Theories, Architectures and Languages, Lecture Notes in Computer Science 1193, 21-35. Springer.
26. Garcia, J., Carbo, J. & Molina, J. M. 2005. Agent-based coordination of cameras. International Journal of Computer Science and Applications 2(1), 33-37.
27. Gascuena, J. M. & Fernández-Caballero, A. 2007. The INGENIAS methodology for advanced surveillance systems modelling. In 2nd International Work-Conference on the Interplay between Natural and Artificial Computation, Lecture Notes in Computer Science 4528, 541-550.
28. Gascuena, J. M. & Fernández-Caballero, A. 2009a. Agent-based modeling of a mobile robot to detect and follow humans. In 3rd International KES Symposium on Agents and Multiagent Systems-Technologies and Applications, Lecture Notes in Computer Science 5559, 80-89.
29. Gascuena, J. M. & Fernández-Caballero, A. 2009b. Prometheus and INGENIAS agent methodologies: a complementary approach. In Agent-Oriented Software Engineering IX, Lecture Notes in Computer Science 5386, 131-144.
30. Gascuena, J. M. & Fernández-Caballero, A. 2009c. Towards an integrative methodology to develop multiagent systems. In International Conference on Agents and Artificial Intelligence, Porto, Portugal, 392-399.
31. Haering, N., Venetianer, P. L. & Lipton, A. 2008. The evolution of video surveillance: an overview. Machine Vision and Applications 19(5-6), 279-290.
32. Haesevoets, R., Van Eylen, B., Weyns, D., Helleboogh, A. & Holvoet, T. 2007. Context-driven dynamic organizations applied to coordinated monitoring of traffic jams. In Engineering Environment-Mediated Multiagent Systems, Dresden, Germany, 126-143.
33. Horaud, R. P., Knossow, D. & Michaelis, M. 2006. Camera cooperation for achieving visual attention. Machine Vision and Applications 16(6), 331-342. (Pubitemid 43254054)
34. Horling, B. & Lesser, V. 2004. A survey of multi-agent organizational paradigms. The Knowledge Engineering Review 19, 281-316. (Pubitemid 41638839)
35. Hu, W., Tan, T., Wang, L. & Maybank, S. 2004. A survey on visual surveillance of object motion and behaviors. IEEE Transactions on Systems, Man and Cybernetics 34(3), 334-350.
36. Huhns, M. N. & Stephens, L. M. 1999. Multiagent systems and societies of agents. In Multiagent Systems, Weiss, G. (ed.). The MIT Press.
37. Jimenez, J. A., Vallejo, M. & Ochoa, J. F. 2007. Methodology for the analysis and design of multiagent robotic systems: MAD-Smart. Avances en Sistemas e Informática 4(2), 61-70.
38. Jovanovic, M. & Rinner, B. 2007. Middleware for dynamic reconfiguration in distributed camera systems. In 5th IEEE International Workshop on Intelligent Solutions in Embedded Systems, Madrid, Spain, 139-150.
39. Kang, W. & Deng, F. 2007. Research on intelligent visual surveillance for public security. In 6th IEEE/ACIS International Conference on Computer and Information Science, Melbourne, Australia, 824-829.
40. Karlsson, B., Bäckström, O., Kulesza, W. & Axelsson, L. 2005. Intelligent sensor networks-an agentoriented approach. In Workshop on Real-World Wireless Sensor Networks, Stockholm, Sweden.
41. Kim, N., Kim, I. & Kim, H. 2006. Video surveillance using dynamic configuration of multiple active cameras. In International Conference on Image Processing, Atlanta, GA, USA, 1761-1764.
42. Kipsic, D. & Ribaric, S. 2005. A multiagent-based approach to face detection and localization. In 27th International Conference on Information Technology Interfaces, Cavtat, Croatia, 377-382.
43. Kulkarni, P., Ganesan, D., Shenoy, P. & Lu, Q. 2005. SensEye: a multitier camera sensor network. In 13th ACM International Conference on Multimedia, Singapore, 229-238.
44. Kumar, P., Mittal, A. & Kumar, P. 2008. Study of robust and intelligent surveillance in visible and multimodal framework. Informatica 32(1), 63-77.
45. Lange, D. B. & Oshima, M. 1999. Seven good reasons for mobile agents. Communications of the ACM 42(3), 88-89.
46. Liu, J. & Tang, Y. Y. 1999. Adaptive image segmentation with distributed behaviour based agents. IEEE Transactions on Pattern Analysis and Machine Intelligence 21(6), 544-551.
47. López, M. T., Fernández-Caballero, A., Fernández, M. A., Mira, J. & Delgado, A. E. 2006a. Visual surveillance by dynamic visual attention method. Pattern Recognition 39(11), 2194-2211. (Pubitemid 44175447)
48. López, M. T., Fernández-Caballero, A., Fernández, M. A., Mira, J. & Delgado, A. E. 2006b. Motion features to enhance scene segmentation in active visual attention. Pattern Recognition Letters 275, 469-478. (Pubitemid 43242925)
49. López, M. T., Fernandez-Caballero, A., Fernández, M. A., Mira, J. & Delgado, A. E. 2007. Dynamic visual attention model in image sequences. Image and Vision Computing 25(5), 597-613. (Pubitemid 46275165)
50. Mazouzi, S., Guessoum, Z., Michel, F. & Batouche, M. 2007. A multiagent approach for range image segmentation. In 5th International Central and Eastern European Conference on MultiAgent Systems, Leipzig, Germany, 1-10.
51. Menegatti, E., Cavasin, M., Mumolo, E., Nolich, M. & Pagello, E. 2007. Combining audio and video surveillance with a mobile robot. International Journal on Artificial Intelligence Tools 16(2), 377-398. (Pubitemid 46631970)
52. Mitchell, H. B. 2007. MultiSensor Data Fusion: An Introduction. Springer-Verlag.
53. Molina, J. M., Garcia, J., Jiménez, F. J. & Casar, J. R. 2003. Cooperative management in a net of intelligent surveillance agent-sensors. International Journal of Intelligent Sytems 18(3), 279-307.
54. Nguyen, N., Bui, H., Venkatesh, S. & West, G. 2003. Multiple camera coordination in a surveillance system. ACTA Automatica Sinica 29(3), 408-422.
55. Patricio, M. A., Castanedo, F., Berlanga, A., Perez, O., Garcia, J. & Molina, J. M. 2008. Computational intelligence in visual sensor networks: improving video processing systems. Studies in Computational Intelligence 96, 351-377.
56. Pavón, J., Gómez-Sanz, J., Fernández-Caballero, A. & Valencia, J. J. 2007. Development of intelligent multisensor surveillance systems with agents. Robotics and Autonomous Systems 55(12), 892-903. (Pubitemid 350030400)
57. Pechoucek, M., Thompson, S. G. & Voos, H. (eds). 2008. Defense industry applications of autonomous agents and multiagent systems. In Whitestein Series in Software Agent Technologies and Autonomic Computing, Whitestone Technologies.
58. Perugini, D., Lambert, D., Sterling, L. & Pearce, A. 2003. Distributed information fusion agents. In Sixth International Conference of Information Fusion, Cairns, Australia, 1, 86-93.
59. Petrushin, V. A., Wei, G., Shakil, O., Roqueiro, D. & Gershman, A. V. 2006. Multiple-sensor indoor surveillance system. In The 3rd Canadian Conference on Computer and Robot Vision, Quebec City, Canada, 40.
60. Quaritsch, M., Kreuzthaler, M., Rinner, B., Bischof, H. & Strobl, B. 2007. Autonomous multicamera tracking on embedded smart cameras. EURASIP Journal on Embedded Systems, 2007(1), 10.
61. Qureshi, F. & Terzopoulos, D. 2006. Surveillance camera scheduling: a virtual vision approach. ACM Multimedia Systems Journal 12(3), 269-283. (Pubitemid 44876290)
62. Raty, T., Lindholm, M., Nieminen, M. & Oikarinen, J. 2008. Distributing essential logical deductions to surveillance personnel and a video recorder. In Second International Conference on Mobile Ubiquitous Computing, Systems, Services and Technologies, Valencia, Spain, 295-304.
63. Remagnino, P., Tan, T. & Baker, K. 1998. Agent orientated annotation in model based visual surveillance. In Sixth International Conference on Computer Vision, Bombay, India, 857-862.
64. Remagnino, P., Shihab, A. I. & Jones, G. A. 2004. Distributed intelligence for multicamera visual surveillance. Pattern Recognition 37(4), 675-689. (Pubitemid 38301048)
65. Richard, N., Dojat, M. & Garbay, C. 2004. Automated segmentation of human brain MR images using a multiagent approach. Artificial Intelligence in Medicine 30(2), 153-176.
66. Rodin, V., Benzinou, A., Guillaud, A., Ballet, P., Harrouet, F., Tisseau, J. & Le Bihan, J. 2004. An immune oriented multiagent system for biological image processing. Pattern Recognition 37(4), 631-645. (Pubitemid 38301045)
67. Schmidt, D. C. 2006. Guest editor's introduction: model-driven engineering. Computer 39(2), 25-31.
68. Shunmuganathan, K. L. & Vasudevan, V. 2006. Multiagent based facial recognition system using RETSINA. Asian Journal of Information Technology 5(11), 1177-1179.
69. Singh, M. P. & Huhns, M. N. 2005. Service-oriented Computing: Semantics, Processes, Agents. John Wiley & Sons, Ltd.
70. Tran, Q. N. 2006. MOBMAS-A Methodology for Ontology-based Multi-agent Systems Development. PhD dissertation, School of Information Systems, Technology and Management, University of New South Wales.
71. Trivedi, M., Mikic, I. & Kogut, G. 2000. Distributed video networks for incident detection and management. In Proceedings of IEEE Conference on Intelligent Transportation Systems, Dearborn, MI, USA, 155-160.
72. Trivedi, M., Prati, A. & Kogut, G. 2002. Distributed interactive video arrays for event based analysis of incidents. In The 5th IEEE Conference on Intelligent Transportation Systems, Dearborn, MI, USA, 950-956.
73. Ukita, N. & Matsuyama, T. 2005. Real-time cooperative multitarget tracking by communicating active vision agents. Computer Vision and Image Understanding 97(2), 137-179.
74. Valera, M. & Velastin, S. A. 2006. A review of the state-of-the-art in distributed surveillance systems. In Intelligent Distributed Video Surveillance Systems, The Institution of Engineering and Technology, 1-30.
75. Vallejo, D., Albusac, J., Gonzalez-Morcillo, C. & Jimenez, L. 2008. A service-oriented multiagent architecture for cognitive surveillance. In Cooperative Information Agents XII, Lecture Notes in Computer Science 5180, 101-115. Springer.
76. Velastin, S. A., Khoudour, L., Lo, B. P. L., Sun, J. & Vicencio-Silva, M. 2004. PRISMATICA: a multisensor surveillance system for public transport networks. In The Twelfth International Conference Road Transport Information and Control, London, UK, 19-25.
77. Vigna, G. 2004. Mobile agents: ten reasons for failure. In IEEE International Conference on Mobile Data Management, Berkeley, CA, USA, 298-299.
78. Weiss, G. 2001. Agent orientation in software engineering. The Knowledge Engineering Review 16(4), 349-373.
79. Wooldridge, M. & Jennings, J. A. 1995. Intelligent agents: theory and practice. The Knowledge Engineering Review 10(2), 115-152.