Real-time on-demand motion video change detection in the sensor web environment

Computer Journal

Volumn 54, Issue 12, 2011, Pages 2000-2016

  Chen, Zeqiang ^a,b   Di, Liping ^a   Yu, Genong ^a   Chen, Nengcheng ^b  

^a GEORGE MASON UNIVERSITY   (United States)

^b WUHAN UNIVERSITY   (China)

Author keywords

Sensor Observation Service; Sensor Web; video change detection; Web Processing Service

Indexed keywords

CHANGE DETECTION; CHANGE DETECTION ALGORITHMS; DYNAMICAL INTERACTIONS; INTERFACE LAYER; MOTION VIDEO; OPEN GEOSPATIAL CONSORTIUM; REALTIME PROCESSING; SENSOR OBSERVATION SERVICES; SENSOR WEB; SERVICE ORIENTED; THREE SOLUTIONS; THREE-LAYER; VIDEO CHANGE DETECTION; WEB PROCESSING SERVICE; WEB SYSTEM;

ALGORITHMS; NETWORK ARCHITECTURE; SENSORS; SERVICE ORIENTED ARCHITECTURE (SOA); SIGNAL DETECTION; SYSTEMS ENGINEERING; VIDEO RECORDING; WIRELESS SENSOR NETWORKS;

WEB SERVICES;

EID: 82955187952     PISSN: 00104620     EISSN: 14602067     Source Type: Journal    
DOI: 10.1093/comjnl/bxr066     Document Type: Article

References (41)

1. Laparmonpinyo, P. and Chitsobhuk, O. (2010) A Video-Based Traffic Monitoring System Based on the Novel Gradient-Edge and Detection Window Techniques. Proc. Computer and Automation Engineering (ICCAE) 2010, Singapore, Singapore, February 26-28, pp. 30-34. IEEE.
2. Marusiak, K. and Szczepanski, M. (2006)Video based road traffic detection and analysis. Mach. Graph. Vision, 15, 505-514.
3. Kim, D. and Wang, Y. (2009) Smoke Detection in Video. Proc. WRI World Congress on Computer Science and Information Engineering 2009, Los Angeles, CA, USA, March 31-April 2, pp. 759-763. IEEE.
4. Zhang, D. (2007) Real-time flame detection in video acquired from moving camera. J. Inf. Comput. Sci., 4, 955-960. (Pubitemid 351582428)
5. Sand, P. andTeller, S. (2004)Video matching.ACMTrans. Graph. (TOG), 23, 592-599.
6. Aach, T., Kaup, A. and Mester, R. (1993) Statistical model-based change detection in moving video. Signal Process., 31, 165-180. (Pubitemid 23643022)
7. Benois-Pineau, J. and Khrennikov, A. (2010) Significance delta reasoning with p-adic neural networks: Application to shot change detection in video. Comput. J., 53, 417-431.
8. Fernando, W.A.C., Canagarajah, C.N. and Bull, D.R. (2001) Scene change detection algorithms for content-based video indexing and retrieval. Electron. Commun. Eng. J., 13, 117-126. (Pubitemid 32636990)
9. Gao, L., Jiang, J., Liang, J., Wang, S., Yang, S. and Qin, Y. (2006) PCA-based approach for video scene change detection on compressed video. Electron. Lett., 42, 1389-1390. (Pubitemid 44837998)
10. OGC 06-050r2 (2006) OGC® White Paper OGC® Sensor Web Enablement: Overview and High Level Architecture. Open Geospatial Consortium,Wayland, MA, USA.
11. Foerster, T., Schaeffer, B., Jirka, S., and Brauner, J. (2009) Integrating web-based sensor information into geospatial massmarket applications through OGC web processing services. Int. J. Adv. Intell. Syst., 2, 278-287.
12. Schäffer, B., Baranski, B. and Foerster, T. (2010) Towards Spatial Data Infrastructures in the Clouds. In Painho, M., Santos, M. and Pundt, H. (eds), Geospatial Thinking, Lecture Notes in Geoinformation and Cartography. Springer, Berlin Heidelberg.
13. Chen, N., Di, L., Gong, J. and Yu, G. (2010) Automatic ondemand data feed service for AutoChem based on reusable geoprocessing workflow. IEEE J. Selected Top. Appl. Earth Obs. Remote Sens., 3, 418-426.
14. Chen, N., Li, D., Di, L. and Gong, J. (2010)An automatic SWILC classification and extraction for the AntSDI under a Sensor Web environment. Can. J. Remote Sens., 36, 1-12.
15. Chen, N., Di, L., Yu, G. and Gong, J. (2010) Geo-processing workflow driven wildfire hot pixel detection under sensor web environment. Comput. Geosci., 36, 362-372.
16. Pebesma, E., Cornford, D., Dubois, G., Heuvelink, G.B.M., Hristopulos, D., Pilz, J., St ohlker, U., Morin, G. and Skøien, J.O. (2011) INTAMAP: The design and implementation of an interoperable automated interpolation web service. Comput. Geosci., 37, 343-352.
17. Williams, M., Cornford, D., Bastin, L., Jones, R. and Parker, S. (2011) Automatic processing, quality assurance and serving of real-time weather data. Comput. Geosci., 37, 353-362.
18. OGC 07-022r1 (2007) Observations and Measurements: Part 1-Observation Schema. Open Geospatial Consortium,Wayland, MA, USA.
19. OGC07-022r3 (2007) Observations and Measurements: Part2-Sampling Features. Open Geospatial Consortium,Wayland, MA, USA.
20. OGC 07-000 (2007) OpenGIS® Sensor Model Language (SensorML) Implementation Specification. Open Geospatial Consortium,Wayland, MA, USA.
21. OGC06-010r6 (2007) OpenGIS® Transducer Markup Language (TML) Implementation Specification. Open Geospatial Consortium, Wayland, MA, USA.
22. OGC 06-009r6 (2007) Sensor Observation Service. Open Geospatial Consortium,Wayland, MA, USA.
23. OGC 07-014r3 (2007) OpenGIS® Sensor Planning Service Implementation Specification. Open Geospatial Consortium, Wayland, MA, USA.
24. OGC 06-028r5 (2007) OpenGIS® Sensor Alert Service Implementation Specification. Open Geospatial Consortium, Wayland, MA, USA.
25. OGC03-008r2 (2003)Web Notification Service. Open Geospatial Consortium,Wayland, MA, USA.
26. Bröring, A., Echterhoff, J., Jirka, S., Simonis, I., Everding, T., Stasch, C., Liang, S. and Lemmens, R. (2011) New Generation Sensor Web Enablement. Sensors, 11, 2652-2699.
27. OGC 08-132 (2008) Event Pattern Markup Language (EML). Open Geospatial Consortium,Wayland, MA, USA.
28. OGC 09-112 (2009) Sensor Observable Registry. Open Geospatial Consortium,Wayland, MA, USA.
29. OGC 10-171 (2010) Sensor Instance Registry. Open Geospatial Consortium,Wayland, MA, USA.
30. Walkowski, A.C., Stasch, C., Künster, S., Kuhlmann, J., Hollmann, C. and Strotmann, A. (2010) Sensor Web Enablement Installation Guide for Sensor Observation Service Version 3.1.1. 52° North Initiative for Geospatial Open Source Software GmbH, Münster, Germany.
31. McFerren, G., Hohls, D., Fleming, G. and Sutton, T. (2009) Evaluating Sensor Observation Service Implementations. Geoscience and Remote Sensing Symposium, 2009 IEEE International, IGARSS 2009, Cape town, South African, July 12-17, pp. V-363-V-366.
32. Chen, N., Di, L.,Yu, G. and Min, M. (2009)A flexible geospatial sensor observation service for diverse sensor data based on Web service. ISPRS J. Photogramm. Remote Sens., 64, 274-282.
33. OGC 05-007R7 (2007) OpenGIS® Web Processing Service. Open Geospatial Consortium,Wayland, MA, USA.
34. Foerster, T. (2006) An Open Software Framework for Web Service-Based Geo-Processes. Presented at FOSS4G2006: Free and Open Software for Geoinformatics, Lausanne, Switzerland, September 14.
35. Müller, M. (2007) Deegree-building blocks for spatial data infrastructures. OSGeo J., 1, 1-5.
36. Min, M., Di, L., Yu, G., Chen, N. and Gong, J. (2008) Augmenting the OGC WEB Processing Service with Message-Based Asynchronous Notification. 2008 IEEE International Geoscience and Remote Sensing Symposium, Boston, MA, USA, July 7-11, pp. II1337-II1340. IEEE.
37. OGC 10-094 (2010) Summary of the OGCWeb Services, Phase 7 (OWS-7) Interoperability Testbed. Open Geospatial Consortium, Wayland, MA, USA.
38. Soh, Y.S., Lee, H. and Wang, Y. (2006) Invariant Color Model-Based Shadow Removal in Traffic Image and a New Metric for Evaluating the Performance of Shadow Removal Methods. Proc. 9th Pacific Rim Int. Conf. Artificial Intelligence (PRICAI 2006), Guilin, China, August 7-11, pp. 544-552. Springer, Berlin. (Pubitemid 44531835)
39. Lowe, D.G. (2004) Distinctive image features from scaleinvariant keypoints. Int. J. Comput. Vision, 60, 91-110.
40. Beis, J. and Lowe, D.G. (1997) Shape indexing using approximate nearest-neighbour search in high-dimensional spaces. Conference on ComputerVision and Pattern Recognition, San Juan, Puerto Rico, June 17-19, pp. 1000-1006. IEEE Computer Society.
41. OGC 10-036r2 (2010) OpenGIS® OWS-7Motion Video Change Detection. Open Geospatial Consortium,Wayland, MA, USA.