Title :
High resolution image restoration based on inverse problem solution using iterative methods
Author :
Voloshynovskiy, Sviatoslav ; Holotyak, Taras
Author_Institution :
State Univ. Lvivska Polytech., Lviv, Ukraine
Abstract :
In this paper the implementation of iterative methods to image restoration is presented. To describe the image formation process an observation model is given. Comparative analysis of different iterative image restoration methods is performed. Quantitative confirmation of image quality improvement is carried out in l2-norm error
Keywords :
image enhancement; image resolution; image restoration; inverse problems; iterative methods; high resolution image restoration; image formation process; image quality improvement; inverse problem solution; iterative methods; l2-norm error; Atmospheric modeling; Frequency estimation; Image analysis; Image quality; Image resolution; Image restoration; Information analysis; Inverse problems; Iterative methods; Predistortion;
Conference_Titel :
Direct and Inverse Problems of Electromagnetic and Acoustic Wave Theory, 1998. DIPED-98. Proceedings of III International Seminar/Workshop on
Conference_Location :
Tbilisi
Print_ISBN :
966-02-0621-6
DOI :
10.1109/DIPED.1998.730957