Real-Time and Distributed AV Content Analysis System for Consumer Electronics Networks

The ever-increasing complexity of generic multimedia-content-analysis-based (MCA) solutions, their processing power demanding nature and the need to prototype and assess solutions in a fast and cost-saving manner motivated the development of the Cassandra framework. The combination of state-of-the-a...

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Hauptverfasser: Nesvadba, J., Fonseca, P., Sinitsyn, A., de Lange, F., Thijssen, M., van Kaam, P., Liu, H., van Leeuwen, R., Lukkien, J., Korostelev, A., Ypma, J., Kroon, B., Celik, H., Hanjalic, A., Naci, U., Benois-Pineau, J., de With, P., Han, J.
Format: Tagungsbericht
Sprache:eng
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Zusammenfassung:The ever-increasing complexity of generic multimedia-content-analysis-based (MCA) solutions, their processing power demanding nature and the need to prototype and assess solutions in a fast and cost-saving manner motivated the development of the Cassandra framework. The combination of state-of-the-art network and grid-computing solutions and recently standardized interfaces facilitated the set-up of this framework, forming the basis for multiple cross-domain and cross-organizational collaborations. It enables distributed computing scenario simulations for e.g. distributed content analysis (DCA) across consumer electronics (CE) in-home networks, but also the rapid development and assessment of complex multi-MCA-algorithm-based applications and system solutions. Furthermore, the framework's modular nature-logical MCA units are wrapped into so-called service units (SU)-ease the split between system-architecture- and algorithmic-related work and additionally facilitate reusability, extensibility and upgrade ability of those SUs
ISSN:1945-7871
1945-788X
DOI:10.1109/ICME.2005.1521729