Digital Image Processing

A thoroughly updated edition of a bestselling guide to digital image processing, this book covers cutting-edge techniques for enhancing and interpreting digital images from different sources--scanners, radar systems, and digital cameras. A PIKS image processing library of executable files as well as digital versions of many of the pictures are provided via ftp to help apply the techniques discussed in the book.

Extensive revision of the first edition. Over 50% of the material is new or revised, and much of the new material covers image analysis, an area of the field in which significant breakthroughs in research have been made. DLC: Image processing.

Contents

CONTINUOUS IMAGE CHARACTERIZATION.

• Continuous Image Mathematical Characterization.
• Psychophysical Vision Properties.
• Photometry and Colorimetry.

• Image Sampling and Reconstruction.
• Discrete Image Mathematical Characterization.
• Image Quantization.

• Superposition and Convolution.
• Two-Dimensional Unitary Transforms.
• Two-Dimensional Linear Processing Techniques.

• Image Enhancement.
• Image Restoration Models.
• Spatial Image Restoration Techniques.
• Point and Spectral Image Restoration Techniques.
• Geometrical Image Modification.

• Morphological Image Processing.
• Edge Detection.
• Image Feature Extraction.
• Image Segmentation.
• Shape Analysis.
• Image Detection and Registration.
• Appendices.
• Bibliography.
• Index.