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Perzeptives Gruppieren und Bildanalyse

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Product Details

Brand
Springer Nature
Manufacturer
N/A
Part Number
0
GTIN
9783824443659
Condition
New
Product Description

Bildanalysesysteme zielen auf eine symbolische Beschreibung bildhafter Sensordaten, die fr die Lsung einer gegebenen Aufgabenstellung geeignet ist. Die Verarbeitung erfolgt sowohl in biologischen als auch knstlichen Systemen ber eine Reihe zunehmend abstrakter Reprsentationsebenen der Information. Neben einer Reduktion der Datenmenge wird vor allem die explizite Reprsentation von bildinhrenter Information angestrebt. Stefan Posch nutzt Gestaltgesetze zur expliziten Organisation von Bildprimitiva. In einem hierarchischen Ansatz werden aus Kontursegmenten Gruppierungen wachsender Komplexitt hypothetisiert und deren Signifikanz mit einem Markov Random Field bewertet. Der Autor fasst in einem zunchst parallelen Verarbeitungspfad Regionen in Bildfolgen aufgrund gemeinsamer Bewegung zu Einheiten zusammen. Durch diese Gruppierungsprozesse knnen nachgelagerte Verarbeitungsschritte wie Objekterkennung und Szeneninterpretation wirkungsvoll untersttzt werden, da sie auf strker strukturierte Informationen aufsetzen knnen.

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