Field Guide to Image Processing

Digital imaging is essential to many industries, such as remote sensing, entertainment, defense, and biotechnology, and many processing techniques have been developed over time. This SPIE Field Guide serves as a resource for commonly used image-processing concepts and tools; with this foundation, readers will better understand how to apply these tools to various problems encountered in the field. Topics include filtering, time-frequency-domain processing, and image compression, morphology, and restoration.

Table of Contents





Image-Processing Basics
Spatial-Domain Filtering
Frequency-Domain Filtering
Image Restoration
Segmentation and Clustering
Image Morphology
Time-Frequency-Domain Processing
Image Compression