Fundamentals of Digital Image Processing

Description

A thorough overview of the major topics in digital image processing — representation, processing techniques, and communication.

Key Features

• Covers aspects of image representation including luminance, color, spatial and temporal properties of vision, and digitization.
• Explores various image processing techniques.
• Discusses algorithm development (software/firmware) for image transforms, enhancement, reconstruction, and image coding.

Table of Contents

1. Introduction.
2. Two Dimensional Systems and Mathematical Preliminaries.
3. Image Perception.
4. Image Sampling and Quantization.
5. Image Transforms.
6. Image Representation by Stochastic Models.
7. Image Enhancement.
8. Image Filtering and Restoration.
9. Image Analysis and Computer Vision.
10. Image Reconstruction From Projections.
11. Image Data Compression.