Artificial intelligence in photogrammetry

Tapani Sarjakoski
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引用次数: 10

Abstract

The scope of the discipline of artificial intelligence is reviewed and its relevance for the discipline of photogrammetry is analyzed. The most appropriate artificial-intelligence techniques are delt with more in detail, especially the usage of heuristics in algorithms, rule-based knowledge representation and programming, and also object-oriented programming. Urgent need for using expert-system technology is seen when replacing semiautomatic man-machine systems with fully automatic systems. In building expert systems, especially in gathering of knowledge as rules, a system-analytical approach is considered to be a necessity. It is concluded that the key issue will be the structuring task in the building of complex systems for photogrammetric analysis — also when gathering the knowledge-base for rule-based programming. In the future, it will be increasingly difficult to distinguish between the techniques and methods used in artificial intelligence and, on the other hand, those used in more conventional system design and software engineering.

摄影测量中的人工智能
回顾了人工智能学科的范围,并分析了其与摄影测量学科的相关性。对最合适的人工智能技术进行了更详细的讨论,特别是在算法、基于规则的知识表示和编程以及面向对象编程中的启发式使用。以全自动人机系统取代半自动人机系统,迫切需要采用专家系统技术。在构建专家系统时,特别是在收集知识作为规则时,系统分析方法被认为是必要的。结论是,关键问题将是构建用于摄影测量分析的复杂系统的结构化任务,以及为基于规则的编程收集知识库。在未来,区分人工智能和传统系统设计和软件工程中使用的技术和方法将变得越来越困难。
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