Title :
Driving vision systems by communication
Author :
Graf, Thorsten ; Knoll, Alois
Author_Institution :
Fac. of Technol., Bielefeld Univ., Germany
Abstract :
Proposes a new multi-agent system architecture which is dedicated to building distributed computer vision systems. This architecture incorporates a communication language which provides a great degree of flexibility: firstly, the language permits the construction of flexible and self-organizing vision systems; secondly, it is capable of expressing complex facts and tasks; thirdly, it is simple, i.e. human-readable and writable; and lastly, the messages provided by the communication language can be interpreted efficiently. We describe in detail the basic concepts of the multi-agent system architecture, including the communication language as well as the agent architecture and the interaction strategy. As a testbed for the proposed architecture, we have modelled an object recognition system as a society of autonomous agents which organize themselves according to a given recognition task by employing communication
Keywords :
computer vision; distributed processing; multi-agent systems; object recognition; programming languages; software architecture; autonomous agent society; complex facts; complex tasks; distributed computer vision systems; efficient message interpretation; expressibility; flexible communication language; flexible self-organizing vision systems; human-readable language; human-writable language; inter-agent communication; interaction strategy; multi-agent system architecture; object recognition system; Application specific integrated circuits; Autonomous agents; Electrical capacitance tomography; Humans; Image processing; Machine vision; Multiagent systems; Organizing; Robot vision systems; System testing;
Conference_Titel :
Information Intelligence and Systems, 1999. Proceedings. 1999 International Conference on
Conference_Location :
Bethesda, MD
Print_ISBN :
0-7695-0446-9
DOI :
10.1109/ICIIS.1999.810359