Title :
Multi-error Correction of Image Forming Systems Maintaining Colors
Author :
Krell, Gerald ; Al-Hamadi, Ayoub ; Michaelis, Bernd
Author_Institution :
Otto von Guericke Univ. Magdeburg, Magdeburg
Abstract :
Optical and electronic components of image forming devices degrade objective and subjective quality of the acquired or reproduced images. Classical restoration techniques usually require an explicit estimation or measurement of parameters for each error source. We propose to derive restoration parameters in a training phase with suitable test patterns for a particular system to be corrected. Space varying properties of different classes of image degradations are considered simultaneously. It is shown how training is performed in such a way that colors are reproduced correctly independently of the used test patterns.
Keywords :
error correction; image colour analysis; image restoration; parameter estimation; image color maintenance; image degradation; image forming systems; image restoration technique; multi error correction system; parameter estimation; Color; Colored noise; Deconvolution; Degradation; Error correction; Image restoration; Lenses; Optical noise; Pixel; System testing; color constancy; image deconvolution; image restoration;
Conference_Titel :
Signal Processing and Information Technology, 2007 IEEE International Symposium on
Conference_Location :
Giza
Print_ISBN :
978-1-4244-1835-0
Electronic_ISBN :
978-1-4244-1835-0
DOI :
10.1109/ISSPIT.2007.4458211