Field Guide to Image Processing

Abstract

"SPIE Digital Library."--Website. 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 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. Image-processing basics -- Spatial-domain filtering -- Frequency-domain filtering -- Image restoration -- Segmentation and clustering -- Image morphology -- Time-frequency-domain processing -- Image compression -- Equation summary.