Analysis of Engineering Drawings and Raster Map Images

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 ex...

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Main Author: Henderson, Thomas C.
Corporate Author: SpringerLink (Online service)
Format: eBook
Language:English
Published: New York, NY Springer New York 2014, 2014
Edition:1st ed. 2014
Subjects:
Online Access:
Collection: Springer eBooks 2005- - Collection details see MPG.ReNa
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245 0 0 |a Analysis of Engineering Drawings and Raster Map Images  |h Elektronische Ressource  |c by Thomas C. Henderson 
250 |a 1st ed. 2014 
260 |a New York, NY  |b Springer New York  |c 2014, 2014 
300 |a XII, 241 p. 214 illus  |b online resource 
505 0 |a Introduction -- Segmentation and Vectorization -- Text and Graphics Analysis in Engineering Drawings -- A Structural Model for Engineering Drawings -- Non-Deterministic Analysis Systems (NDAS) -- Map Background and Form Separation -- Road and Road Intersection Extraction -- Other Semantic Feature Segmentation -- Rewrite Rules for Grammar G -- MNDAS User Manual -- Color Information from Legend of USGS Map 
653 |a Computer Imaging, Vision, Pattern Recognition and Graphics 
653 |a Signal, Image and Speech Processing 
653 |a Image Processing and Computer Vision 
653 |a Image processing 
653 |a Speech processing systems 
653 |a Remote Sensing/Photogrammetry 
653 |a Signal processing 
653 |a Optical data processing 
653 |a Remote sensing 
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856 |u https://doi.org/10.1007/978-1-4419-8167-7?nosfx=y  |x Verlag  |3 Volltext 
082 0 |a 621.382 
520 |a 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)