This book is a tutorial that will enable readers to become proficient with the use of image data in projects using geographical information systems (GIS). It begins with an introduction to image display, scanned maps, and remotely sensed imagery. Subsequent chapters focus on transforming pixel coordinates to real-world coordinates, image classification, classification accuracy assessment, and grid operations. The book's practical, hands-on approach facilitates rapid learning of how to process remotely sensed images, digital orthophotos, digital elevation models, and scanned maps, and how to integrate them with points, lines, and polygon themes. The companion CD-ROM includes files, images, and data sets employed in exercises throughout the book. (Keywords: GIS Applications)
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Contents
Introduction
Part I. Image Display
Chapter 1. Grayscale and Color
Chapter 2. Surfaces
Part II. Image Data
Chapter 3. Scanning
Chapter 4. Remote Sensing
Part III. Unwarping Images
Chapter 5. Map Projection and Coordinate Systems
Chapter 6. Image Rectification
Part IV. Classifying Images
Chapter 7. Unsupervised Classification
Chapter 8. Supervised Classification
Chapter 9. Accuracy Assessment
Part V. Grid Operations and Systems Integration
Chapter 10. Grid Management, Clipping, and Resampling
Chapter 11. Noise Removal with ARCSCAN Tools
Chapter 12. Filtering and Eliminating Groups of Pixels
Chapter 13. System Integration
Index
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