Super resolution of images and video

• Main Author: Katsaggelos, Aggelos Konstantinos, 1956-
• Other Authors: Mateos, Javier, 1968-, Molina, Rafael, 1957-
• Format: Electronic
• Language: English
• Published: San Rafael, Calif. (1537 Fourth Street, San Rafael, CA 94901 USA) : Morgan & Claypool Publishers, c2007.
• Edition: 1st ed.
• Series: Synthesis lectures on image, video, and multimedia processing ; #7.
• Subjects: Image processing > Digital techniques > Mathematical models.; Image processing > Digital techniques.; Image reconstruction > Mathematical models.; Resolution (Optics) > Mathematical models.; Video compression > Mathematical models.
• Online Access: Abstract with links to full text

This book focuses on the super resolution of images and video. The authors' use of the term super resolution (SR) is used to describe the process of obtaining a high resolution (HR) image, or a sequence of HR images, from a set of low resolution (LR) observations. This process has also been ref...

Table of Contents:

• Introduction
• Bayesian formulation of super-resolution imagereconstruction
• Low-resolution image formation models
• Motionestimation in superresolution
• Estimation of high-resolution images
• Bayesian inference models in super resolution
• Super resolution for compression
• Epilogue
• Bibliography
• Index
• Author biography.