2 February 2012 A linear filter design technique for equalizing document scanners
Author Affiliations +
Abstract
In this paper, we propose a new technique to automatically restore the sharpness of blurred documents by equalizing the frequency response of given scanners using linear filters. To measure the blur characteristics of a scanning device, we measure its both horizontal and vertical Spatial Frequency Response (SFR). Starting from the measured SFR of the scanning device, we design an equalizing filter so that the combined SFR of the equalizing filter and the scanner resembles a perfect SFR. The desired 2D frequency response of the filter is computed using linear interpolation of the horizontal and vertical responses derived from the corresponding SFRs of the scanner. The filter design technique is two steps. First, a linear system of equations is constructed using the unknown filter coefficients and the desired filter 2D frequency response. The linear least squares method is used to solve the linear system of equations. The second step of the filter design uses a nonlinear optimization technique to refine the results of the first step. Our experimental results show that this automated process can be applied to different document scanning devices to equalize their spatial frequency response resulting in consistent output sharpness levels.
© (2012) COPYRIGHT Society of Photo-Optical Instrumentation Engineers (SPIE). Downloading of the abstract is permitted for personal use only.
Ahmed H. Eid, "A linear filter design technique for equalizing document scanners", Proc. SPIE 8295, Image Processing: Algorithms and Systems X; and Parallel Processing for Imaging Applications II, 82950X (2 February 2012); doi: 10.1117/12.908441; https://doi.org/10.1117/12.908441
PROCEEDINGS
8 PAGES


SHARE
Back to Top