Digital Image Processing

For courses in Image Processing and Computer Vision.

Completely self-contained-and heavily illustrated-this introduction to basic concepts and methodologies for digital image processing is written at a level that truly is suitable for seniors and first-year graduate students in almost any technical discipline. The leading textbook in its field for more than twenty years, it continues its cutting-edge focus on contemporary developments in all mainstream areas of image processing-e.g., image fundamentals, image enhancement in the spatial and frequency domains, restoration, color image processing, wavelets, image compression, morphology, segmentation, image description, and the fundamentals of object recognition. It focuses on material that is fundamental and has a broad scope of application.

Contents

1. Introduction.
2. Digital Image Fundamentals.
3. Image Enhancement in the Spatial Domain.
4. Image Enhancement in the Frequency Domain.
5. Image Restoration.
6. Color Image Processing.
7. Wavelets and Multiresolution Processing.
8. Image Compression.
9. Morphological Image Processing.
10. Image Segmentation.
11. Representation and Description.
12. Object Recognition.