基于描述逻辑的卫星图像时空对象动态建模的定性语义时空推理

Fethi Ghazouani, I. Farah, B. Solaiman
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引用次数: 3

摘要

由于地理时空对象具有复杂的特征,为其动态建模和推理提供一种机制是一个具有挑战性的问题和主要问题。一个时空地理实体被定义为由空间维度、时间维度和语义(主题)维度组成的集合,它们之间可以指定各种类型的关系。每个组件状态的变化是可能发生的地理事件和过程的结果。遥感图像提供了可用于解释动态时空物体的测量和观测结果。观测到的特性被用来对地理对象进行分类,并监测发生在这些对象中的变化。本文主要从遥感观测的角度对时空目标进行动态建模。这里的动态表现为减少和扩张、分裂和合并等事件,以及森林砍伐和城市化等地理过程。为了实现这一目标,我们利用扩展到语义时空具体域的描述逻辑作为语义时空推理和动态表示的机制。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Qualitative semantic spatio-temporal reasoning based on description logics for modeling dynamics of spatio-temporal objects in satellite images
Providing a mechanism for modeling and reasoning about the dynamics of geographic spatio-temporal objects is a challenge issue and main problem due to the complex characteristics describing these objects. A spatio-temporal geographical entity is defined as a set composed by spatial, temporal and semantic (thematic) dimensions, of which various types of relationships can be specified. Changes in the state of each component are the result of geographic events and processes that may occur. Remotely sensed images provide measurements and observations that can be used for the interpretation of dynamic spatio-temporal objects. The observed proprieties are used to classify geographic objects and monitor change that occurs in such object. The intended paper focuses to model the dynamics of spatio-temporal object from a remote sensing observation viewpoint. Dynamic, here, is represented in term of events such as reduction and expansion, split and merging, etc. and in term of geographic processes such deforestation and urbanization. To achieve this purpose, we exploit the description logic extended to semantic spatio-temporal concrete domain as a mechanism for semantic-spatio-temporal reasoning and dynamic representation.
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