Conceptual Spaces for Computer Vision Representations

Conceptual Spaces for Computer Vision Representations

A framework for high-level representations in computer vision architectures is described. The framework is based on the notion of conceptual space. This approach allows us to define a conceptual semantics for the symbolic representations of the vision system. In this way, the semantics of the symbol...

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Veröffentlicht in:The Artificial intelligence review 2001-10, Vol.16 (2), p.137-152
Hauptverfasser: Chella, Antonio, Frixione, Marcello, Gaglio, Salvatore
Format: Artikel
Sprache:eng
Schlagworte:
Algorithms
Cameras
Computer vision
Semantics
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Zusammenfassung:A framework for high-level representations in computer vision architectures is described. The framework is based on the notion of conceptual space. This approach allows us to define a conceptual semantics for the symbolic representations of the vision system. In this way, the semantics of the symbols can be grounded to the data coming from the sensors. In addition, the proposed approach generalizes the most popular frameworks adopted in computer vision.
ISSN:0269-2821
1573-7462
DOI:10.1023/A:1011658027344