Erkennung mehrerer Objekte durch parallele Suchagenten
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Erkennung mehrerer Objekte durch parallele Suchagenten

Erkennung mehrerer Objekte durch parallele Suchagenten


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About the Book

Inhaltsangabe: Einleitung: Im Rahmen der vorliegenden Diplomarbeit wird ein System zur maschinellen Erkennung mehrerer Objekte (basierend auf Intensitätsbildern) erarbeitet, implementiert und analysiert. Diese Problemstellung erforderte eine selbständige Einarbeitung in die die Arbeit betreffenden Gebiete und deren Einordnung zur Entwicklung eines Systems. Die in Erwägung gezogenen aktuellen Verfahren werden dazu erläutert und vor dem Hintergrund der Problemstellung und weiteren Randbedingungen betrachtet. Als Folge dieser Betrachtungen ergibt sich die Umsetzung eines homogenen Multi-Agenten-Systems. Die implementierten Agenten realisieren parallel Intensitäts-basiertes Template-Matching und Fast Simulated Annealing mit Temperatur-parametrisiertem Suchraum. Der konzeptionelle Weg von der Betrachtung von Lösungsmöglichkeiten, über die Entscheidungsfindung, die Integration, bis hin zur Implementierung und Bewertung des Systems, ist daher Teil dieser Arbeit und nicht lediglich die Vorstellung eines umgesetzten Verfahrens. Die der Arbeit zugrundeliegenden theoretischen Prinzipien werden erörtert. Eine Darstellung der implementatorischen Aspekte und die Analyse der Ergebnisse wird durch eine Bewertung des Systems und seiner problemspezifischen Anwendbarkeit, sowie durch Aufzeigen von Modifikationen und möglichen Erweiterungen ergänzt. Zur Entwicklung zählt auch die Installation unterstützender Software sowie die Implementierung einer graphischen Benutzeroberfläche zur Steuerung des Systems, einer Testumgebung für die relevanten (Bild-)Operationen des Verfahrens und einer Online-Visualisierung. Gang der Untersuchung: Es folgt zunächst eine kurze inhaltliche Übersicht über die einzelnen Kapitel. Danach wird die Erkennung mehrerer Objekte durch parallele Suchagenten, im Vorgriff auf die anschließende Entwicklung dieses Konzeptes, motivierend vorgestellt. Mit der Festlegung der im Rahmen der Arbeit verwendeten Notation endet dieses Kapitel. Der Aufbau der Arbeit entspri


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Product Details
  • ISBN-13: 9783838628301
  • Publisher: Diplom.de
  • Binding: Paperback
  • Language: German
  • Returnable: N
  • Spine Width: 10 mm
  • Width: 148 mm
  • ISBN-10: 3838628306
  • Publisher Date: 04 Nov 2000
  • Height: 210 mm
  • No of Pages: 168
  • Series Title: German
  • Weight: 277 gr


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