Fundamentals of Digital Imaging

ISBN-13: 9780521868532 / Angielski / Twarda / 2008 / 532 str.

Joel Trussell; Michael Vrhel

Opis

The multi-billion dollar industry of digital imaging technology is an active research area with applications in our everyday lives in products such as digital cameras, scanners, printers and display systems. This book presents an introduction to the fundamentals of digital imaging, with emphasis on the basic operations of image capture and display of monochrome and colour images. The authors balance the mathematical description of real problems with practical examples. With a colour-plate section and real-world applications, this book is suitable for graduate students taking courses in digital imaging in electrical engineering and computer science departments. It will also be a useful reference for practitioners in industry.

Spis treści

Preface; 1. Introduction; 2. Mathematical representation; 3. Elementary display of images; 4. Quantization; 5. Frequency domain representation; 6. Spatial sampling; 7. Image characteristics; 8. Photometry and colorimetry; 9. Color sampling; 10. Image input devices; 11. Image output devices and methods; 12. Characterization of devices; 13. Estimation of image model parameters; 14. Image restoration; Appendices: A. Generalized functions (singularity operators); B. Digital image manipulation and matrix representation; C. Stochastic images; D. Multidimensional look-up-tables; E. Psychovisual properties.