Title :
Content based image retrieval using mobile agents
Author :
Arora, Chetan ; Nirankari, Paramjeet ; Ghosh, Hiranmay ; Chaudhury, Santanu
Author_Institution :
Dept. of Electr. Eng., Indian Inst. of Technol., Delhi, India
Abstract :
We present a generic architecture for content based retrieval of images, which can be extended to the requirements of large distributed and heterogeneous collections. The system is modeled as a multi agent system where an autonomous search agent encapsulates independent image retrieval algorithms. An optimal team of agents is dynamically selected for every retrieval problem. A flexible protocol allows for dynamic addition of search agents incorporating new pattern recognition techniques. These agents are coded as mobile agents, so that they can travel across a wide area network and analyze the documents at their sources. The separation of physical image forms and their logical structural composition allows the search agents to operate over heterogeneous repositories. A prototype implementation validates the effectiveness of the architecture
Keywords :
content-based retrieval; distributed databases; image recognition; mobile computing; multi-agent systems; wide area networks; autonomous search agent; content based image retrieval; dynamic addition; flexible protocol; generic architecture; heterogeneous collections; heterogeneous repositories; independent image retrieval algorithms; logical structural composition; mobile agents; multi agent system; optimal team; pattern recognition techniques; physical image forms; retrieval problem; search agents; wide area network; Computer architecture; Content based retrieval; Electronic mail; Image retrieval; Mobile agents; Multiagent systems; Pattern recognition; Protocols; Prototypes; Shape;
Conference_Titel :
Computational Intelligence and Multimedia Applications, 1999. ICCIMA '99. Proceedings. Third International Conference on
Conference_Location :
New Delhi
Print_ISBN :
0-7695-0300-4
DOI :
10.1109/ICCIMA.1999.798537