用描述逻辑实现计算机视觉:一些最新进展

R. Moller, B. Neumann, Michael Wessel
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引用次数: 36

摘要

描述逻辑是一种知识表示形式,可以为不同的应用领域提供有趣的推理服务。本文首先概述了深度学习可能为计算机视觉提供的好处。论文的主体介绍了汉堡大学最近在扩展人工智能以处理空间推理和默认推理方面的工作。
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Towards computer vision with description logics: some recent progress
A description logic (DL) is a knowledge representation formalism which may provide interesting inference services for diverse application areas. This paper first gives an overview of the benefits which a DL may provide for computer vision. The main body of the paper presents recent work at Hamburg University on extending DLs to handle spatial reasoning and default reasoning.
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Knowledge based image and speech analysis for service robots Towards affective integration of vision, behavior, and speech processing Connecting concepts from vision and speech processing From images to sentences via spatial relations From video to language-a detour via logic vs. jumping to conclusions
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