Copyright © 2009 Stanislava Soro and Wendi Heinzelman. This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

Linked References

1. P. Bolliger, M. Köhler, and K. Römer, “Facet: towards a smart camera network of mobile phones,” in Proceedings of 1st ACM International Conference on Autonomic Computing and Communication Systems (Autonomics '07), 2007.
2. S. Misra, M. Reisslein, and G. Xue, “A survey of multimedia streaming in wireless sensor networks,” IEEE Communications Surveys and Tutorials, vol. 10, pp. 18–39, 2008.
3. Y. Charfi, N. Wakamiya, and M. Murata, “Challenging issues in visual sensor networks,” Advanced Network Architecture Laboratory, Osaka University, 2007.
4. I. F. Akyildiz, T. Melodia, and K. R. Chowdhury, “A survey on wireless multimedia sensor networks,” Computer Networks, vol. 51, no. 4, pp. 921–960, 2007. View at Publisher · View at Google Scholar
5. S. Hengstler, D. Prashanth, S. Fong, and H. Aghajan, “MeshEye: a hybrid-resolution smart camera mote for applications in distributed intelligent surveillance,” in Proceedings of the 6th International Symposium on Information Processing in Sensor Networks (IPSN '07), pp. 360–369, 2007. View at Publisher · View at Google Scholar
6. W. Wolf, B. Ozer, and T. Lv, “Smart cameras as embedded systems,” Computer, vol. 35, no. 9, pp. 48–53, 2002. View at Publisher · View at Google Scholar
7. M. Chen, S. Gonzalez, and V. C. M. Leung, “Applications and design issues for mobile agents in wireless sensor networks,” IEEE Wireless Communications, vol. 14, no. 6, pp. 20–26, 2007. View at Publisher · View at Google Scholar
8. M. Chen, T. Kwon, Y. Yuan, Y. Choi, and V. C. M. Leung, “Mobile agent-based directed diffusion in wireless sensor networks,” EURASIP Journal on Advances in Signal Processing, vol. 2007, 13 pages, 2007. View at Publisher · View at Google Scholar
9. M. Wu and C. W. Chen, “Multiple bitstream image transmission over wireless sensor networks,” in Proceedings of 2d IEEE International Conference on Sensors, vol. 2, pp. 727–731, Toronto, Canada, October 2003.
10. R. Hartley and A. Zisserman, Multiple View Geometry in Computer Vision, Cambridge University Press, Cambridge, UK, 2000.
11. K. Römer, P. Blum, and L. Meier, “Time synchronization and calibration in wireless sensor networks,” in Handbook of Sensor Networks: Algorithms and Architectures, I. Stojmenovic, Ed., pp. 199–237, John Wiley & Sons, New York, NY, USA, 2005.
12. D. Ganesan, B. Greenstein, D. Perelyubskiy, D. Estrin, and J. Heidemann, “Multi-resolution storage and search in sensor networks,” ACM Transactions on Storage, vol. 1, pp. 277–315, 2005.
13. P. Remagnino, A. I. Shihab, and G. A. Jones, “Distributed intelligence for multi-camera visual surveillance,” Pattern Recognition, vol. 37, no. 4, pp. 675–689, 2004. View at Publisher · View at Google Scholar
14. T. He, S. Krishnamurthy, L. Luo, et al., “VigilNet: an integrated sensor network system for energy-efficient surveillance,” ACM Transactions on Sensor Networks, vol. 2, no. 1, pp. 1–38, 2006. View at Publisher · View at Google Scholar
15. O. Schreer, P. Kauff, and T. Sikora, 3D Video Communication, John Wiley & Sons, New York, NY, USA, 2005.
16. N. J. McCurdy and W. Griswold, “A system architecture for ubiquitous video,” in Proceedings of the 3rd Annual International Conference on Mobile Systems, Applications, and Services (Mobisys '05), 2005.
17. S. Hengstler and H. Aghajan, “Application-oriented design of smart camera networks,” in Proceedings of the 1st ACM/IEEE International Conference on Distributed Smart Cameras (ICDSC '07), pp. 12–19, 2007. View at Publisher · View at Google Scholar
18. A. Barton-Sweeney, D. Lymberopoulos, and A. Savvides, “Sensor localization and camera calibration in distributed camera sensor networks,” in Proceedings of the 3rd International Conference on Broadband Communications, Networks and Systems (BROADNETS '06), 2006. View at Publisher · View at Google Scholar
19. S. Funiak, M. Paskin, C. Guestrin, and R. Sukthankar, “Distributed localization of networked cameras,” in Proceedings of the 5th International Conference on Information Processing in Sensor Networks (IPSN '06), pp. 34–42, 2006. View at Publisher · View at Google Scholar
20. C. J. Taylor, “A scheme for calibrating smart camera networks using active lights,” in Proceedings of the 2nd International Conference on Embedded Networked Sensor Systems (SenSys '04), p. 322, 2004.
21. D. Devarajan, R. J. Radke, and H. Chung, “Distributed metric calibration of ad hoc camera networks,” ACM Transactions on Sensor Networks, vol. 2, no. 3, pp. 380–403, 2006. View at Publisher · View at Google Scholar
22. D. B. Yang, H. H. González-Baños, and L. J. Guibas, “Counting people in crowds with a real-time network of simple image sensors,” in Proceedings of the 9th IEEE International Conference on Computer Vision, vol. 1, pp. 122–129, Nice, France, October 2003.
23. D. Yang, J. Shin, A. Ercan, and L. Guibas, “Sensor tasking for occupancy reasoning in a network of cameras,” in Proceedings of 2nd IEEE International Conference on Broadband Communications, Networks and Systems (BaseNets '04), 2004.
24. A. Lipton, H. Fujiyoshi, and R. Patil, “Moving target classification and tracking from real-time video,” in Proceedings of IEEE Image Understanding Workshop, 1998.
25. P. V. Pahalawatta, T. N. Pappas, and A. K. Katsaggelos, “Optimal sensor selection for video-based target tracking in a wireless sensor network,” in Proceedings of the International Conference on Image Processing (ICIP '04), vol. 2, pp. 3073–3076, 2004.
26. S. Fleck, F. Busch, and W. Straßer, “Adaptive probabilistic tracking embedded in smart cameras for distributed surveillance in a 3D model,” EURASIP Journal of Embedded Systems, vol. 2007, Article ID 29858, 17 pages, 2007. View at Publisher · View at Google Scholar
27. F. Lau, E. Oto, and H. Aghajan, “Color-based multiple agent tracking for wireless image sensor networks,” in Proceedings of the Advanced Concepts for Intelligent Vision Systems (ACIVS '06), pp. 299–310, 2006.
28. T. H. Ko and N. M. Berry, “On scaling distributed low-power wireless image sensors,” in Proceedings of the 39th Annual Hawaii International Conference on System Sciences, 2006. View at Publisher · View at Google Scholar
29. A. Ercan, A. E. Gamal, and L. Guibas, “Camera network node selection for target localization in the presence of occlusions,” in Proceedings of the ACM SenSys Workshop on Distributed Smart Cameras, 2006.
30. S. Soro and W. B. Heinzelman, “On the coverage problem in video-based wireless sensor networks,” in Proceedings of the 2nd International Conference on Broadband Networks (BROADNETS '05), pp. 9–16, 2005. View at Publisher · View at Google Scholar
31. H. Wu and A. A. Abouzeid, “Error resilient image transport in wireless sensor networks,” Computer Networks, vol. 50, no. 15, pp. 2873–2887, 2006. View at Publisher · View at Google Scholar
32. M. Chen, V. C. M. Leung, S. Mao, and Y. Yuan, “Directional geographical routing for real-time video communications in wireless sensor networks,” Computer Communications, vol. 30, no. 17, pp. 3368–3383, 2007. View at Publisher · View at Google Scholar
33. M. Maimour, C. Pham, and J. Amelot, “Load repartition for congestion control in multimedia wireless sensor networks with multipath routing,” in Proceedings of the 3rd International Symposium on Wireless Pervasive Computing (ISWPC '08), pp. 11–15, 2008. View at Publisher · View at Google Scholar
34. P. Lin, C. Qiao, and X. Wang, “Medium access control with a dynamic duty cycle for sensor networks,” in Proceedings of the IEEE Wireless Communications and Networking Conference (WCNC '04), vol. 3, pp. 1534–1539, 2004.
35. G. Lu, B. Krishnamachari, and C. S. Raghavendra, “An adaptive energy-efficient and low-latency MAC for data gathering in wireless sensor networks,” in Proceedings of the 18th International Parallel and Distributed Processing Symposium (IPDPS '04), pp. 3091–3098, Santa Fe, NM, USA, April 2004.
36. C. Ceken, “An energy efficient and delay sensitive centralized MAC protocol for wireless sensor networks,” Computer Standards and Interfaces, vol. 30, no. 1-2, pp. 20–31, 2008. View at Publisher · View at Google Scholar
37. T. He, J. A. Stankovic, C. Lu, and T. Abdelzaher, “SPEED: a stateless protocol for real-time communication in sensor networks,” in Proceedings of the International Conference on Distributed Computing Systems (ICDCS '03), pp. 46–55, 2003.
38. E. Felemban, C.-G. Lee, and E. Ekici, “MMSPEED: multipath multi-SPEED protocol for QoS guarantee of reliability and timeliness in wireless sensor networks,” IEEE Transactions on Mobile Computing, vol. 5, no. 6, pp. 738–753, 2006. View at Publisher · View at Google Scholar
39. G. Lu and B. Krishnamachari, “Minimum latency joint scheduling and routing in wireless sensor networks,” Ad Hoc Networks, vol. 5, no. 6, pp. 832–843, 2007. View at Publisher · View at Google Scholar
40. Y. Andreopoulos, N. Mastronarde, and M. van der Schaar, “Cross-layer optimized video streaming over wireless multi-hop mesh networks,” IEEE Journal on Selected Areas in Communications, vol. 24, pp. 2104–1215, 2006.
41. M. van der Schaar and D. S. Turaga, “Cross-layer packetization and retransmission strategies for delay-sensitive wireless multimedia transmission,” IEEE Transactions on Multimedia, vol. 9, no. 1, pp. 185–197, 2007. View at Publisher · View at Google Scholar
42. W. Wang, D. Peng, H. Wang, and H. Sharif, “Adaptive image transmission with p-v diversity in multihop wireless mesh networks,” International Journal of Electrical, Computer, and Systems Engineering, vol. 1, no. 1, 2007.
43. K. Obraczka, R. Manduchi, and J. Garcia-Luna-Aceves, “Managing the information flow in visual sensor networks,” in Proceedings of the 5th International Symposium on Wireless Personal Multimedia Communication, 2002.
44. H. Medeiros, J. Park, and A. Kak, “A light-weight event-driven protocol for sensor clustering in wireless camera networks,” in Proceedings of the 1st ACM/IEEE International Conference on Distributed Smart Cameras (ICDSC '07), pp. 203–210, 2007. View at Publisher · View at Google Scholar
45. T. Teixeira, D. Lymberopoulos, E. Culurciello, Y. Aloimonos, and A. Savvides, “A lightweight camera sensor network operating on symbolic information,” in Proceedings of 1st Workshop on Distributed Smart Cameras, Held in Conjunction with ACM SenSys, 2006.
46. H. Aghajan and C. Wu, “From distributed vision networks to human behavior interpretation,” in Proceedings of the Behaviour Monitoring and Interpretation Workshop at the 30th German Conference on Artificial Intelligence, 2007.
47. V. Lecuire, C. Duran-Faundez, and N. Krommenacker, “Energy-efficient transmission of wavelet-based images in wireless sensor networks,” EURASIP Journal on Image and Video Processing, vol. 2007, no. 1, 15 pages, 2007. View at Publisher · View at Google Scholar
48. C.-Y. Wan, A. T. Campbell, and L. Krishnamurthy, “Pump-slowly, fetch-quickly (PSFQ): a reliable transport protocol for sensor networks,” IEEE Journal on Selected Areas in Communications, vol. 23, no. 4, pp. 862–872, 2005. View at Publisher · View at Google Scholar
49. M. van der Schaar and P. Chou, Multimedia over IP and Wireless Networks: Compression, Networking, and Systems, Academic Press, New York, NY, USA, 2007.
50. W. Ye, J. Heidemann, and D. Estrin, “An energy-efficient MAC protocol for wireless sensor networks,” in Proceedings of 21st International Annual Joint Conference of the IEEE Computer and Communications Societies (INFOCOM '02), vol. 3, pp. 1567–1576, 2002.
51. H. Zhang and J. C. Hou, “Maintaining sensing coverage and connectivity in large sensor networks,” International Journal of Wireless Ad Hoc and Sensor Networks, vol. 1, no. 2, pp. 89–124, 2005.
52. J. C. Dagher, M. W. Marcellin, and M. A. Neifeld, “A method for coordinating the distributed transmission of imagery,” IEEE Transactions on Image Processing, vol. 15, no. 7, pp. 1705–1717, 2006. View at Publisher · View at Google Scholar
53. J. Park, P. Bhat, and A. Kak, “A look-up table based approach for solving the camera selection problem in large camera networks,” in Proceedings of the International Workshop on Distributed Smart Cameras (DCS '06), 2006.
54. S. Soro and W. Heinzelman, “Camera selection in visual sensor networks,” in Proceedings of the IEEE Conference on Advanced Video and Signal Based Surveillance (AVSS '07), pp. 81–86, 2007. View at Publisher · View at Google Scholar
55. N. H. Zamora and R. Marculescu, “Coordinated distributed power management with video sensor networks: analysis, simulation, and prototyping,” in Proceedings of the 1st ACM/IEEE International Conference on Distributed Smart Cameras (ICDSC '07), pp. 4–11, 2007. View at Publisher · View at Google Scholar
56. Z. Yang and K. Nahrstedt, “A bandwidth management framework for wireless camera array,” in Proceedings of the International Workshop on Network and Operating System Support for Digital Audio and Video (NOSSDAV '05), pp. 147–152, 2005.
57. S. Hengstler and H. Aghajan, “WiSNAP: a wireless image sensor network application platform,” in Proceedings of the 2nd International Conference on Testbeds and Research Infrastructures for the Development of Networks and Communities (TRIDENTCOM '06), pp. 7–12, 2006. View at Publisher · View at Google Scholar
58. M. Rahimi, R. Baer, O. I. Iroezi, et al., “Cyclops: in situ image sensing and interpretation in wireless sensor networks,” in Proceedings of the 3rd International Conference on Embedded Networked Sensor Systems, 2005.
59. W.-C. Feng, B. Code, E. Kaiser, M. Shea, W.-C. Feng, and L. Bavoil, “Panoptes: scalable low-power video sensor networking technologies,” in Proceedings of the 11th ACM International Multimedia Conference and Exhibition (MM '03), pp. 562–571, Berkeley, Calif, USA, November 2003.
60. C. B. Margi, R. Manduchi, and K. Obraczka, “Energy consumption tradeoffs in visual sensor networks,” in Proceedings of 24th Brazilian Symposium on Computer Networks (SBRC '06), 2006.
61. Crossbow Stargate platform, http://www.xbow.com/.
62. D. Jung, T. Teixeira, A. Barton-Sweeney, and A. Savvides, “Model-based design exploration of wireless sensor node lifetimes,” in Proceedings of the 4th European Conference on Wireless Sensor Networks, pp. 277–292, 2007.
63. L. Nachman, “New Tinyos platforms panel: iMote2,” in Proceedings of the Second International TinyOS Technology Exchange, 2005.
64. L. Ferrigno, S. Marano, V. Paciello, and A. Pietrosanto, “Balancing computational and transmission power consumption in wireless image sensor networks,” in Poceedings of the IEEE International Conference onVirtual Environments, Human-Computer Interfaces, and Measurement Systems (VECIMS '05), pp. 61–66, 2005. View at Publisher · View at Google Scholar
65. “Mica2 wireless sensor node,” http://www.xbow.com/Products/Product_pdf_files/Wireless_pdf/MICA2_Datasheet.pdf.
66. R. Kleihorst, B. Schueler, A. Danilin, and M. Heijligers, “Smart camera mote with high performance vision system,” in Proceedings of ACM SenSys Workshop on Distributed Smart Cameras (DSC '06), 2006.
67. A. Rowe, A. Goode, D. Goel, and I. Nourbakhsh, “CMUcam3: an open programmable embedded vision sensor,” Carnegie Mellon Robotics Institute, 2007.
68. P. Kulkarni, D. Ganesan, P. Shenoy, and Q. Lu, “SensEye: a multi-tier camera sensor network,” in Proceedings of the ACM Multimedia, 2005.
69. “Crossbow wireless sensor platform,” http://www.xbow.com/Products/wproductsoverview.aspx.
70. A. Rowe, D. Goel, and R. Rajkumar, “FireFly Mosaic: a visionenabled wireless sensor networking system,” in Proceedings of 28th IEEE International Real-Time Systems Symposium (RTSS '07), 2007.
71. A. Rowe, R. Mangharam, and R. Rajkumar, “RT-Link: a time synchronized link protocol for energy constrained multi-hop wireless networks,” in Proceedings of IEEE Communications Society Conference on Sensor, Mesh and Ad Hoc Communications and Networks (SECON '06), 2006.
72. M. M. Molla and S. I. Ahamed, “A survey of middleware for sensor network and challenges,” in Proceedings of the International Conference on Parallel Processing Workshops, pp. 223–228, 2006. View at Publisher · View at Google Scholar
73. B. Rinner, M. Jovanovic, and M. Quaritsch, “Embedded midddleware on distributed smart cameras,” in Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP '07), vol. 4, pp. 1381–1384, Honolulu, Hawaii, USA, April 2007. View at Publisher · View at Google Scholar
74. H. Detmold, A. Dick, K. Falkner, D. S. Munro, A. van den Hengel, and R. Morrison, “Middleware for video surveillance networks,” in Proceedings of the Middleware for Sensor Networks (MidSens '06), pp. 31–36, 2006. View at Publisher · View at Google Scholar
75. Z. Xiong, A. D. Liveris, and S. Cheng, “Distributed source coding for sensor networks,” IEEE Signal Processing Magazine, vol. 21, no. 5, pp. 80–94, 2004. View at Publisher · View at Google Scholar
76. S. Meyer and A. Rakotonirainy, “A survey of research on contextaware homes,” in Proceedings of the Australasian Information Security Workshop Conference on ACSW Frontiers, Australian Computer Society, Inc., 2003.