Szczegóły publikacji

Opis bibliograficzny

Picture languages in machine understanding of medical visualization / Marek R. OGIELA, Ryszard TADEUSIEWICZ // Machine Graphics & Vision : international journal ; ISSN 1230-0535. — 2005 — vol. 14 no. 1, s. 71–82. — Bibliogr. s. 81, Abstr.

Autorzy (2)

Słowa kluczowe

image understandingstructural pattern recognitioncomputer aided diagnosisfeature extractionshape analysisartificial intelligence

Dane bibliometryczne

ID BaDAP25684
Data dodania do BaDAP2006-01-24
Rok publikacji2005
Typ publikacjiartykuł w czasopiśmie
Otwarty dostęptak
Czasopismo/seriaMachine Graphics & Vision: International Journal

Abstract

This paper presents theoretical fundamentals and application of context-free and graph languages for cognitive analysis of selected medical visualization. It shows new opportunities for applying these methods automatic understanding of semantic contents of images in intelligent medical information system. A successful extraction of the crucial semantic content of medical image may contribute considerably to the creation of new intelligent cognitive systems, or medical computer vision systems. Thanks to the new idea of cognitive resonance between a stream of the data extracted from the image using linguistic methods, and expectations following from the language representation of the medical knowledge, it is possible to understand the subject-oriented content of the visual data. This article shows that structural techniques of soft-computing may be applied in automatic classification and machine perception based on semantic pattern content in order to determine the semantic meaning of the patterns.

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