Digital Image Processing: Part I
Publisher: Bookboon.com
Published: 2013
ISBN-13: 9788776815417
Table of contents: title: Content; title: 1. Introduction; title: 1.1. Digital image processing; title: 1.2. Purpose of digital image processing; title: 1.3. Application areas that use digital image processing; title: 1.4. Components of an image processing system; title: 1.5. Visual perception; title: 1.6. Image acquisition; title: 1.7. Image sampling and quantization; title: 1.8. Basic relationship between pixels; title: 1.9. Summary; title: 1.10. References; title: 1.11. Problems; title: 2. Intensity transformations and spatial filtering; title: 2.1. Preliminaries; title: 2.2. Basic Intensity Transformation Functions; title: 2.3. Histogram Processing; title: 2.4. Fundamentals of Spatial Filtering; title: 2.5. Smoothing Spatial Filters; title: 2.6. Sharpening filters; title: 2.7. Combining image enhancement methods; title: 2.8. Summary; title: 2.9. References; title: 2.10. Problems; title: 3. Filtering in the Frequency Domain; title: 3.1. Background; title: 3.2. Preliminaries; title: 3.3. Sampling and the Fourier Transform of Sampled Functions; title: 3.4. Discrete Fourier Transform; title: 3.5. Extension to Functions of Two Variables; title: 3.6. Some Properties of the 2-D Discrete Fourier Transform; title: 3.7. The Basics of Filtering in the Frequency Domain; title: 3.8. Image Smoothing Using Frequency Domain Filters; title: 3.9. Image Sharpening Using Frequency Domain Filters; title: 3.10. Summary; title: 3.11. References and Further Reading; title: 3.12. Problems; title: 4. Image Restoration; title: 4.1. Image degradation and restoration; title: 4.2. Noise analysis; title: 4.3. Restoration with spatial analysis; title: 4.4. Restoration with frequency analysis; title: 4.5. Motion blur and image restoration; title: 4.6. Geometric transformation; title: 4.7. Summary; title: 4.8. References; title: 4.9. Problems