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 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).

List of contents

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.

About the author

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)

Summary

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).

Product details

• Authors: Thomas C Henderson, Thomas C. Henderson
• Publisher: Springer, Berlin
• Languages: English
• Product format: Paperback / Softback
• Released: 01.01.2016
• EAN: 9781493951789
• ISBN: 978-1-4939-5178-9
• No. of pages: 241
• Dimensions: 167 mm x 16 mm x 237 mm
• Weight: 394 g
• Illustrations: XII, 241 p. 214 illus.
• Subjects: Guides; Natural sciences, medicine, IT, technology > Technology > Electronics, electrical engineering, communications engineering; B, engineering, Computer Vision, Image Processing and Computer Vision, Computer Imaging, Vision, Pattern Recognition and Graphics, Signal, Image and Speech Processing, Signal Processing, Geographical information systems & remote sensing, Geographical Information System, Optical data processing, Remote sensing, Remote Sensing/Photogrammetry, Speech processing systems, Image processing, Signal, Speech and Image Processing