基于内容的图像检索使用移动代理

Chetan Arora, P. Nirankari, Hiranmay Ghosh, S. Chaudhury
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引用次数: 3

摘要

我们提出了一个基于内容的图像检索的通用架构,它可以扩展到大型分布式和异构集合的需求。该系统被建模为一个多智能体系统,其中一个自主搜索智能体封装了独立的图像检索算法。针对每个检索问题动态选择最优agent组。灵活的协议允许动态添加包含新模式识别技术的搜索代理。这些代理被编码为移动代理,这样它们就可以在广域网中移动,并在其源处分析文档。物理映像形式及其逻辑结构组合的分离允许搜索代理在异构存储库上操作。原型实现验证了体系结构的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Content based image retrieval using mobile agents
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.
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