Title :
A plug-and-play architecture for cognitive video stream analysis
Author :
List, Thor ; Bins, José ; Fisher, Robert B. ; Tweed, David
Author_Institution :
Edinburgh Univ., UK
Abstract :
This paper presents an architecture for cognitive analysis of streaming video, in which a new module can easily be plugged in, to add to or even compete with existing functionality. This allows the implementers to focus on the key scientific issues instead of struggling with the details of the implementation. The architecture is distributed and runs independently of the underlying computer architecture and can run transparently across one or many different operating systems in a larger distributed system. This architecture focuses on several key computer vision issues, such as multi-level global and local control, automatic dataflow based on auto-descriptive self-regulating independent modules that come together to form a whole based on the characteristics of the individual and the needs of the system rather than a static flow diagram.
Keywords :
cognitive systems; computer architecture; computer vision; data flow computing; video signal processing; video streaming; auto-descriptive self-regulating independent modules; automatic dataflow; cognitive video stream analysis; computer vision; distributed architecture; multi-level global control; multi-level local control; operating systems; plug-and-play architecture; Automatic control; Centralized control; Computer architecture; Computer vision; Control systems; Layout; Operating systems; Performance analysis; Robust control; Streaming media; Autocriticism; Autodescription; Autoregulation; Cognitive Architecture; Computer Vision; Modular Architecture.;
Conference_Titel :
Computer Architecture for Machine Perception, 2005. CAMP 2005. Proceedings. Seventh International Workshop on
Print_ISBN :
0-7695-2255-6
DOI :
10.1109/CAMP.2005.5