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Toward a Unified Framework for Swarm Based Image Analysis

机译:朝着群体基于群体图像分析的统一框架

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Swarm based image analysis is a discipline, in which emphasis is on developing swarms with different rules and interactions for obtaining a specific emergent behavior, which may be used in an image analysis context. As the swarm process and results are readily visible, swarm based image analysis is an excellent discipline for obtaining a greater understanding of swarm theory. Currently there is no common way of implementing swarm algorithms for image analysis. This is unfortunate as the emergent behavior is highly sensitive to implementation details, as illustrated here by examples. In order to learn more about the behavior of swarms and share results, such a unified framework is proposed here. Although the focus will be on image analysis, the framework could serve as a basis for a more general swarm algorithm framework.
机译:基于群体的图像分析是一个学科,其中强调正在开发具有不同规则和相互作用的群体,以获得特定的紧急行为,这可以用于图像分析上下文。随着群体的过程和结果易于看,基于群体的图像分析是获得对群理论的更大理解的优秀学科。目前没有常见的方式实现用于图像分析的群算法。这是不幸的,因为紧急行为对实现细节非常敏感,如下例所示。为了了解有关群体的行为和共享结果的更多信息,这里提出了这样一个统一的框架。虽然焦点将在图像分析上,但该框架可以作为更普遍的群算法框架的基础。

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