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Adaptive image segmentation with distributed behavior-based agents

机译:使用基于行为的分布式代理的自适应图像分割

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摘要

Presents an autonomous agent-based image segmentation approach. In this approach, a digital image is viewed as a two-dimensional cellular environment which the agents inhabit and attempt to label homogeneous segments. In so doing, the agents rely on some reactive behaviors such as breeding and diffusion. The agents that are successful in finding the pixels of a specific homogeneous segment will breed offspring agents inside their neighboring regions. Hence, the offspring agents will become likely to find more homogeneous-segment pixels. In the mean time, the unsuccessful agents will be inactivated, without further search in the environment.
机译:提出了一种基于代理的自主图像分割方法。在这种方法中,数字图像被视为代理商居住并试图标记均质段的二维细胞环境。这样做时,媒介依赖于某些反应性行为,例如繁殖和扩散。成功找到特定同构片段像素的媒介将在其邻近区域内繁殖后代媒介。因此,后代代理将有可能找到更多的同质段像素。同时,不成功的代理将被停用,而无需在环境中进行进一步搜索。

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