Title :
Application of wavelet de-noising in measurements of the printed line properties
Author :
Xu Yan-fang ; Ding Yingkun ; Li Luhai ; Wang Bingzhang
Author_Institution :
Sch. of Printing & Packaging Eng., Beijing Inst. of Graphic Commun., Beijing, China
Abstract :
In order to realize measurement for digitally printed line´s attributes in accordance with the international standard ISO13660, wavelet de-noising technique is used in pre-processing the CCD digital image with high resolution of hardcopy line prints. First, the line attributes and their measurement indexes are presented. Then, Symltes (SymN) and Coiflets (CoifN) wavelets with hard threshold method are chosen based on theories and experiments. Further, dividing the image signals into two sections, signals of the line itself and the background, and analyzing their de-noising effects with different indexes, the proper wavelet parameters, which are order N in the wavelet functions and decomposition levels, are determined for a high resolution image of a line printed on a ink-jet printer. Experimental results indicate that the most properly parameter N and decomposition levels are 5 and 3 or 4 respectively for SymN, and for CoifN the results are 3 and 3 or 4 respectively. They can satisfy the de-noising requirements of a line CCD image with objectively keeping the line information and the same time smoothing the background information at the most extent.
Keywords :
CCD image sensors; ISO standards; image denoising; wavelet transforms; CCD image; CoifN; Coiflets wavelets; SymN; Symltes wavelets; de-noising effects; digitally printed line; international standard IS013660; printed line properties; time smoothing; wavelet de-noising; wavelet de-noising technique; wavelet decomposition; wavelet functions; Barium; Educational institutions; Reflectivity; Very large scale integration; Wavelet transforms; Digital prints; High resolution digital image; Line attributes; Wavelet de-noising;
Conference_Titel :
Computer Science and Information Processing (CSIP), 2012 International Conference on
Conference_Location :
Xi´an, Shaanxi
Print_ISBN :
978-1-4673-1410-7
DOI :
10.1109/CSIP.2012.6308991