Self-Aware and Self-Expressive Camera Networks

Self-Aware and Self-Expressive Camera Networks

Smart cameras perform on-board image analysis, adapt their algorithms to changes in their environment, and collaborate with other networked cameras to analyze the dynamic behavior of objects. A proposed computational framework adopts the concepts of self-awareness and self-expression to more efficie...

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Veröffentlicht in:Computer (Long Beach, Calif.) Calif.), 2015-07, Vol.48 (7), p.21-28
Hauptverfasser: Rinner, Bernhard, Esterle, Lukas, Simonjan, Jennifer, Nebehay, Georg, Pflugfelder, Roman, Fernandez Dominguez, Gustavo, Lewis, Peter R.
Format: Artikel
Sprache:eng
Schlagworte:
Cameras
Data analysis
distributed systems
Embedded systems
Handover
Image analysis
Network topology
networking
Object tracking
real-time adaptability
Real-time systems
self-awareness
self-expression
Simulation
smart camera networks
Smart cameras
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Beschreibung
Zusammenfassung:Smart cameras perform on-board image analysis, adapt their algorithms to changes in their environment, and collaborate with other networked cameras to analyze the dynamic behavior of objects. A proposed computational framework adopts the concepts of self-awareness and self-expression to more efficiently manage the complex tradeoffs among performance, flexibility, resources, and reliability. The Web extra at http://youtu.be/NKe31_OKLz4 is a video demonstrating CamSim, a smart camera simulation tool, enables users to test self-adaptive and self-organizing smart-camera techniques without deploying a smart-camera network.
ISSN:0018-9162
1558-0814
DOI:10.1109/MC.2015.209