Semantic enhanced cloud environment for surveillance data management using video structural description

Computing

Volumn 98, Issue 1-2, 2016, Pages 35-54

  Xu, Zheng ^a,b   Mei, Lin ^a   Liu, Yunhuai ^a   Hu, Chuanping ^a   Chen, Lan ^a  

^a INSTITUTE OF FORENSIC SCIENCE   (China)

^b TSINGHUA UNIVERSITY   (China)

Author keywords

Cloud computing; Ontology; Semantic link network; Video structural description

Indexed keywords

CLOUD COMPUTING; DISTRIBUTED COMPUTER SYSTEMS; INFORMATION MANAGEMENT; INTRUSION DETECTION; MONITORING; ONTOLOGY; SEMANTICS; VIDEO RECORDING; WEBSITES;

CRIMINAL INVESTIGATION; INTELLIGENT TRANSPORTATION; INTRUSION DETECTION SYSTEMS; SEMANTIC ANNOTATIONS; SEMANTIC DESCRIPTIONS; SEMANTIC LINK NETWORK; SEMANTIC TECHNOLOGIES; STRUCTURAL DESCRIPTIONS;

SECURITY SYSTEMS;

EID: 84953349079     PISSN: 0010485X     EISSN: None     Source Type: Journal    
DOI: 10.1007/s00607-014-0408-7     Document Type: Article

References (28)

1. Armbrust M et al (2013) Above the clouds: a Berkley view of cloud computing. http://bishop.camp.clarkson.edu/Cloud_Computing_Papers/berkely-abovetheclouds.pdf
2. Liu Y, Ni M, Hu C (2012) A generalized probabilistic topology control for wireless sensor networks. IEEE J Sel Areas Commun 30(9):1780–1788
3. Liu Y, Zhu Y, Lionel MN, Xue G (2011) A reliability-oriented transmission service in wireless sensor networks. IEEE Trans Parallel Distrib Syst 22(12):2100–2107
4. Liu Y, Zhang Q, Lionel MN (2010) Opportunity-based topology control in wireless sensor networks. IEEE Trans Parallel Distrib Syst 21(3):405–416
5. Wang L, Chen D et al (2013) Towards enabling cyber infrastructure as a service in clouds. Comput Electr Eng 39(1):3–14
6. Ma Y, Wang L et al (2013) Distributed data structure templates for data-intensive remote sensing application. Concurr Comput Prac Exp 25(12):1784–1797
7. Wang L, Tao J et al (2013) G-hadoop: MapReduce across distributed data centers for data-intensive computing. Future Gener Comput Syst 29(3):739–750
8. Wang L, Khan S (2013) Review of performance metrics for green data centers: a taxonomy study. J Supercomput 63(3):639–656
9. Cisco Visual Networking Index (2013) Forecast and methodology, 2009–2014. http://www.cisco.com/en/US/solutions/collateral/ns341/ns525/ns537/ns705/ns827/whitepaper_c11-481360_ns827_Networking_Solutions_White_Paper.html
10. Great Scott! Over 35 Hours of Video Uploaded Every Minute to Youtube (2013) http://youtube-global.blogspot.com/2010/11/great-scott-over-35-hours-of-video.html
11. Wu L, Wang Y (2010) The process of criminal investigation based on grey hazy set. In: 2010 IEEE international conference on system, man and cybernetics, pp 26–28
12. Liu L, Li Z, Delp E (2009) Efficient and low-complexity surveillance video compression using backward-channel aware wyner-ziv video coding. IEEE Trans Circuits Syst Video Technol 19(4):452–465
13. Zhang J, Zulkernine M, Haque A (2008) Random-forests-based network intrusion detection systems. IEEE Trans. Syst. Man Cybern. C Appl Rev 38(5):649–659
14. Yu H, Pedrinaci C, Dietze S, Domingue J (2012) Using linked data to annotate and search educational video resources for supporting distance learning. IEEE Trans Learn Technol 5(2):130–142
15. Xu C, Zhang Y, Zhu G, Rui Y, Lu H, Huang Q (2008) Using webcast text for semantic event detection in broadcast sports video. IEEE Trans Multimedia 10(7):1342–1355
16. Berners-Lee T, Hendler J, Lassila O (2001) The semantic web. Sci Am 284(5):34–43
17. Chen H, Ahuja N (2012) Exploiting nonlocal spatiotemporal structure for video segmentation. In: 2012 IEEE conference on computer vision and pattern recognition, pp 741–748
18. Javed K, Babri H, Saeed M (2012) Feature selection based on class-dependent densities for high-dimensional binary data. IEEE Trans Knowl Data Eng 24(3):465–477
19. Choi M, Torralba A, Willsky A (2012) A tree-based context model for object recognition. IEEE Trans Pattern Anal Mach Intell 34(2):240–252
20. Luo X, Xu Z, Yu J, Chen X (2011) Building association link network for semantic link on web resources. IEEE Trans Autom Sci Eng 8(3):482–494
21. Xu Z, Luo X, Wang L (2011) Incremental building association link network. Comput Syst Sci Eng 26(3):153–162
22. Zhuge H (2009) Communities and emerging semantics in semantic link network: discovery and learning. IEEE Trans Knowl Data Eng 21(6):785–799
23. Zhuge H (2011) Semantic linking through spaces for cyber-physical-socio intelligence: a methodology. Artif Intell 175:988–1019
24. Hu C, Xu Z et al (2014) Semantic link network based model for organizing multimedia big data. IEEE Trans Emerg Topics Comput. doi:10.1109/TETC.2014.2316525
25. Xu Z, et al (2014) Knowle: a semantic link network based system for organizing large scale online news events. Future Gener Comput Syst. doi:10.1016/j.future.2014.04.002
26. Xu Z, Luo X, Zhang S, Wei X, Mei L, Hu C (2013) Mining, temporal explicit and implicit semantic relations between entities using web search engines. Future Gener Comput Syst. doi:10.1016/J.future.2013.9.027
27. Wigan M, Clarke R (2013) Big data’s big unintended consequences. Computer 46(6):46–53
28. Yuan D, Yang Y, Liu X, Li W, Cui L, Xu M, Chen J (2013) A highly practical approach towards achieving minimum datasets storage cost in the cloud. IEEE Trans Parallel Distrib Syst 24(6):1234–1244