Method for Improving the Efficiency of Image Super-Resolution Algorithms Based on Kalman Filters

Method for Improving the Efficiency of Image Super-Resolution Algorithms Based on Kalman Filters

The Kalman Filter has many applications in control and signal processing but may also be used to reconstruct a higher resolution image from a sequence of lower resolution images (or frames). If the sequence of low resolution frames is recorded by a moving camera or sensor, where the motion can be ac...

Full description

Bibliographic Details
Main Author: Dobson, William Keith
Format: Others
Published: Digital Archive @ GSU 2009
Subjects:
Image Super-Resolution
Kalman Filter
Algebraic Riccati Equation
Eigenvectors
Eigenvalues
Filtering
Least Squares
QZ Algorithm
Symplectic Matrix Pencil
Time-Invariance
Pseudo-Inverse
Point Spread Function
Mathematics
Online Access:http://digitalarchive.gsu.edu/math_theses/82
http://digitalarchive.gsu.edu/cgi/viewcontent.cgi?article=1076&context=math_theses

Internet

http://digitalarchive.gsu.edu/math_theses/82
http://digitalarchive.gsu.edu/cgi/viewcontent.cgi?article=1076&context=math_theses

Similar Items