Multimedia: computing, communications and applications
Multimedia: computing, communications and applications
vic: a flexible framework for packet video
Proceedings of the third ACM international conference on Multimedia
Video and image processing in multimedia systems
Video and image processing in multimedia systems
Active fusion—a new method applied to remote sensing image interpretation
Pattern Recognition Letters - Special issue on non-conventional pattern analysis in remote sensing
Stream enhancements for the CORBA event service
MULTIMEDIA '01 Proceedings of the ninth ACM international conference on Multimedia
Video-Based Surveillance Systems: Computer Vision and Distributed Processing
Video-Based Surveillance Systems: Computer Vision and Distributed Processing
Real-time Hypothesis Driven Feature Extraction on Parallel Processing Architectures
PDPTA '02 Proceedings of the International Conference on Parallel and Distributed Processing Techniques and Applications - Volume 2
Real-Time Processing of Media Streams: A Case for Event-Based Interaction
ICDCSW '02 Proceedings of the 22nd International Conference on Distributed Computing Systems
Extending OMG Event Service for Integrating Distributed Multimedia Components
IS&N '97 Proceedings of the Fourth International Conference on Intelligence and Services in Networks: Technology for Cooperative Competition
Trading Media Gateways with CORBA Trader
DOA '01 Proceedings of the Third International Symposium on Distributed Objects and Applications
Bayesian Framework for Video Surveillance Application
ICPR '00 Proceedings of the International Conference on Pattern Recognition - Volume 1
Content-based video indexing of TV broadcast news using hidden Markov models
ICASSP '99 Proceedings of the Acoustics, Speech, and Signal Processing, 1999. on 1999 IEEE International Conference - Volume 06
Low-complexity video coding for receiver-driven layered multicast
IEEE Journal on Selected Areas in Communications
The evolution of multicast: from the MBone to interdomain multicast to Internet2 deployment
IEEE Network: The Magazine of Global Internetworking
Supporting timeliness and accuracy in distributed real-time content-based video analysis
MULTIMEDIA '03 Proceedings of the eleventh ACM international conference on Multimedia
Parallel hypothesis driven video content analysis
Proceedings of the 2004 ACM symposium on Applied computing
A Hybrid Architectural Style for Distributed Parallel Processing of Generic Data Streams
Proceedings of the 26th International Conference on Software Engineering
Efficient data transmission in service workflows for distributed video content analysis
Proceedings of the 6th International Conference on Advances in Mobile Computing and Multimedia
A scalable service-oriented architecture for multimedia analysis, synthesis and consumption
International Journal of Web and Grid Services
Techniques for parallel execution of the particle filter
SCIA'03 Proceedings of the 13th Scandinavian conference on Image analysis
Efficient data transmission between multimedia web services via aspect-oriented programming
MMSys '11 Proceedings of the second annual ACM conference on Multimedia systems
Parallelization of particle filter algorithms
ISCA'10 Proceedings of the 2010 international conference on Computer Architecture
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Due to the limited processing resources available on a typical host, monolithic multimedia content analysis applications are often restricted to simple content analysis tasks, covering a small number of media streams. This limitation on processing resources can often be reduced by parallelizing and distributing an application, utilizing the processing resources on several hosts. However, multimedia content analysis applications consist of multiple logical levels, such as streaming, filtering, feature extraction, and classification. This complexity makes parallelization and distribution a difficult task, as each logical level may require special purpose techniques. In this paper we propose a component-based framework where each logical level can be parallelized and distributed independently. Consequently, the available processing resources can be focused on the processing bottlenecks at hand. An event notification service based interaction mechanism is a key factor for achieving this flexible parallelization and distribution. Experiments demonstrate the scalability of a real-time motion vector based object tracking application implemented in the framework.