对象抽取中的符号推理

Amnon Meisels, Doron Mintz
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引用次数: 8

摘要

提出了一种从航空照片中提取简单人造物体过程中自上而下的知识利用方法。对象的查找是由一个基于推理规则的程序用prolog编写的。该程序是纯符号的,不能访问数字数据,但它通过一个纯符号接口控制系统的其他三个模块来产生所需的对象。该程序作为航拍图像的寻路器运行,并对实验进行了详细的描述。我们通过一些简单的加法的例子来演示程序的简单“可编程架构”,这些加法可以使程序找到不同种类的简单对象。通过推理机制,我们的范式使得更好地理解对象提取的过程成为可能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Symbolic reasoning in object extraction

A realization of the top-down use of knowledge in the process of extraction of simple man-made objects from aerial photographs is presented. The finding of objects is performed by a reasoning rule-based program written in prolog. The program is purely symbolic and has no access to digital data, yet it produces the needed objects by controlling three other modules of the system through a purely symbolic interface. The program was run as a road finder on aerial images and the experiment is described in detail. We demonstrate the simple “programmability architecture” of the program by presenting examples of simple additions that make it find different kinds of simple objects. Our paradigm makes it possible to understand much better, via the reasoning mechanism, the process of object extraction.

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