Ebook: Random Processes for Image and Signal Processing

This book provides a framework for understanding the ensemble of temporal, spatial, and higher-dimensional processes in science and engineering that vary randomly in observations. This is suitable as a text for undergraduate and graduate students with a strong background in probability and as a graduate text in image processing courses.
Content:
Front Matter
• Preface
• Table of Contents
1. Probability Theory
2. Random Processes
3. Canonical Representation
4. Optimal Filtering
5. Random Models
• Bibliography
Index
• About the Author