Similarity-based clustering strategy for mobile ad hoc multimedia databases

Mobile Information Systems

Volumn 1, Issue 4, 2005, Pages 253-273

  Yang, Bo ^a,b   Hurson, Ali R ^a  

^a The Pennsylvania State University   (United States)

^b PENNSYLVANIA STATE UNIVERSITY   (United States)

Author keywords

Content aware clustering; Data content distribution; Multimedia data; Semantic based retrieval; Wireless ad hoc network

Indexed keywords

EID: 85013582034     PISSN: 1574017X     EISSN: 1875905X     Source Type: Journal    
DOI: 10.1155/2005/317136     Document Type: Article

References (38)

1. G.N. Aggelou and R. Tafazolli, QoS support in 4th generation mobile multimedia ad hoc networks, Proceedings of Second International Conference on 3G Mobile Communication Technologies, 2001, 412-416.
2. G. Auffret, J. Foote, C. Li, B. Shahraray, T. Syeda-Mahmood and H. Zhang, Multimedia access and retrieval: The state of the art and future directions, Proceedings of ACM Conference on Multimedia, 1999, 443-445.
3. B. Li and K.H. Wang, NonStop: continuous multimedia streaming in wireless ad hoc networks with node mobility, Proceedings of IEEE Journal on Selected Areas in Communications 21(10) (2003), 1627-1641.
4. J. Broch, D. Maltz, D. Johnson, Y. Hu and J. Jetcheva, A performance comparison of multi-hop wireless ad hoc network routing protocols, Proceedings of ACM Mobicom, 1998, 85-97.
5. T. Guven, C. Kommareddy, R. La and M. Shayman, Measurement based optimal multi-path routing, Proceedings of IEEE Infocom, 2004, 187-196.
6. J. Sucec and I. Marsic, Clustering overhead for hierarchical routing in mobile ad hoc networks, Proceedings of IEEE Infocom, 2002, 1698-1706.
7. C. Borcea, C. Intanagonwiwat, A. Saxena and L. Iftode, Self-routing in pervasive computing environments using smart messages, Proceedings of the First IEEE International Conference on Pervasive Computing and Communications, 2003, 87-96.
8. M. Li, D. Li, N. Dimitrova and I.K. Sethi, Audio-visual talking face detection, Proceedings of IEEE International Conference on Multimedia and Expo, 2003, 473-476.
9. P. Salembier and L. Garrido, Binary partition tree as an efficient representation for image processing, segmentation, and information retrieval, IEEE Transaction on Image Processing 9(4) (2000), 561-576.
10. D. Li, N. Dimitrova, M. Li and I.K. Sethi, Multimedia content processing through cross-modal association, Proceedings of ACM Multimedia, 2003, 604-611.
11. S.Y. Chen and X. Liu, Data mining from 1994 to 2004: an application-orientated review, International Journal of Business Intelligence and Data Mining 1(1) (2005), 4-21.
12. J.S. Tang, A.W. Liew and H. Yan, Human face animation based on video analysis, with applications to mobile entertainment, Journal of Mobile Multimedia 1(2) (2005), 133-148.
13. B. Yang and A.R. Hurson, Ad hoc image retrieval using hierarchical semantic-based index, Proceedings of IEEE AINA (1) (2005), 629-634.
14. H. Samet, The Quadtree and related hierarchical data structures, ACM computing surveys 16(2) (1984), 187-260.
15. A.W. Fu, P.M. Chan, Y. Cheung and Y.S. Moon, Dynamic VP-tree indexing for n-nearest neighbor search given pair-wise distances, VLDB Journal 9(2) (2000), 154-173.
16. H. Schneiderman and T. Kanade, Object detection using the statistics of parts, International Journal of Computer Vision (2002).
17. J. Bao, J. Shen, X. Liu and H. Liu, The heavy frequency vector-based text clustering, International Journal of Business Intelligence and Data Mining 1(1) (2005), 42-53.
18. N. Katayama and S. Satoh, The SR-tree: An index structure for high-dimensional nearest neighbor queries, Proceedings of ACM SIGMOD 26(2) (1997), 369-380.
19. M. Castro, M. Costa and A. Rowstron, Should we build Gnutella on a structured overlay? ACM SIGCOMM Computer Communication Review (1) (2004), 131-136.
20. V. Dheap, M. Munawar and S. Ward, Parameterized neighborhood based flooding for ad hoc wireless networks, Proceedings of IEEE Milcom, 2003, 1048-1053.
21. B. Yang and A.R. Hurson, Adaptive content-aware multimedia clustering in wireless ad hoc networks, Proceedings of MoMM 2004, 35-44.
22. S. Ratnasamy, P. Francis, M. Handley and R. Karp, A scalable content-addressable network, Proceedings of ACM Sigcomm, 2001, 161-172.
23. C. Tang, Z. Xu and S. Dwarkadas, Peer-to-peer information retrieval using self-organizing semantic overlay networks, Proceedings of ACM Sigcomm, 2003, 175-186.
24. M. Li, W. Lee and A. Sivasubramaniam, Semantic small world: an overlay network for peer-to-peer search, Proceedings of IEEE ICNP, 2004, 228-238.
25. M.W. Bright, A.R. Hurson and S. Pakzad, A taxonomy and current issues in multidatabase systems, IEEE Computer 25(3) (1992), 50-60.
26. M.W. Bright, A.R. Hurson and S. Pakzad, Automated resolution of semantic heterogeneity in multidatabases, ACM Transactions on Database Systems 19(2) (1994), 212-253.
27. A.R. Hurson and M.W. Bright, Multidatabase Systems: An advanced concept in handling distributed data, Advances in Computers (32) (1991), 149-200.
28. J.B. Kim and H.J. Kim, Unsupervised moving object segmentation and recognition using clustering and a neural network, Proceedings of the 2002 International Joint Conference on neural networks (IJCNN '02) (2) (2002), 1240-1245.
29. NS Notes and Documentation, http://www.isi.edu/nsnam/ns/, 2004.
30. C.E. Perkins, E.M. Royer, S.R. Das and M.K. Marina, Performance comparison of two on-demand routing protocols for ad hoc networks, IEEE Personal Communications 8(1) (2001), 16-28.
31. Computer Vision Test Images, http://www.iro.umontreal.ca/-mignotte/TestImages.html.
32. B.F. Cooper and H. Garcia-Molina, Ad hoc self-supervising peer-to-peer search networks, ACM Transaction on Information Systems 32(2) (2005), 169-200.
33. B. Yang and A.R. Hurson, Hierarchical semantic-based index for ad hoc image retrieval, Journal of Mobile Multimedia, Special Issue on Mobile Multimedia Computing and Communications (2005), in press.
34. W. Hsu, T.S. Chua and H.K. Pung, Approximating content-based object-level image retrieval, Multimedia Tools and Applications 12(1) (2000), 59-79.
35. N. Beckmann, H. Kriegel, R. Schneider and B. eeger, The R*-tree: an efficient and robust access method for points and rectangles, Proceedings of Conference on Management of data 19(2) (1990), 322-331.
36. B. Yang and A.R. Hurson, An extendible semantic-based content representation method for distributed image databases, Proceedings of IEEE MSE, 2004, 222-226.
37. S. So, Efficient image indexing and retrieval over mobile devices, Journal of Mobile Multimedia 1(2) (2005), 149-160.
38. X. He, O. King, W.Y. Ma, M.J. Li and H.J. Zhang, Learning a locality preserving subspace for visual recognition, Proceedings of IEEE International Conference on Computer Vision, 2003, 385-393.