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This book covers up-to-date methods and algorithms for the automated analysis of engineering drawings and digital cartographic maps. The Non-Deterministic Agent System (NDAS) offers a parallel computational approach to such image analysis. The book describes techniques suitable for persistent and explicit knowledge representation for engineering drawings and digital maps. It also highlights more specific techniques, e.g., applying robot navigation and mapping methods to this problem. Also included are more detailed accounts of the use of unsupervised segmentation algorithms to map images.…mehr

Produktbeschreibung
This book covers up-to-date methods and algorithms for the automated analysis of engineering drawings and digital cartographic maps. The Non-Deterministic Agent System (NDAS) offers a parallel computational approach to such image analysis. The book describes techniques suitable for persistent and explicit knowledge representation for engineering drawings and digital maps. It also highlights more specific techniques, e.g., applying robot navigation and mapping methods to this problem. Also included are more detailed accounts of the use of unsupervised segmentation algorithms to map images. Finally, all these threads are woven together in two related systems: NDAS and AMAM (Automatic Map Analysis Module).


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  • Produktdetails
  • Verlag: Springer-Verlag GmbH
  • Seitenzahl: 241
  • Erscheinungstermin: 6. September 2013
  • Englisch
  • ISBN-13: 9781441981677
  • Artikelnr.: 43793284
Autorenporträt
Participated and lectured in several NATO ASIs and ARWs, as well as Director of a NATO Advanced Research Workshop.

Previous author with Springer (see related below)

Inhaltsangabe
Part I Motivation for Engineering Drawing Analysis.- Low-Level Processing Algorithms.- Structural Analysis.- Dimension Segmentation.- Graphics Segmentation.- Text Segmentation.- Non-Determininistic Analysis System (NDAS).- Part II Motivation for Raster Map Analysis.- Map/Background Separation.- Road Extraction.- Road Intersection Detection.- Waterway Segmentation.- Terrain Feature Segmentation.- Text Analysis.- Automated Map Analysis Module (AMAM).- Summary.