Characterization of printer MTF

We develop a comprehensive procedure for characterizing the modulation transfer function (MTF) of a digital printer. Especially designed test pages consisting of a series of patches, each with a different 1-D sinusoidal modulation, enable measurement of the dependence of the MTF on spatial frequency, bias point, modulation amplitude, spatial direction of modulation, and direction of modulation in the color space. Constant tone patches also yield the extreme and center color values for the input modulation. After calibrating the scanner specifically for the direction of modulation in the color space, we spatially project the scanned test patches in the direction orthogonal to the modulation to obtain a 1-D signal, and then project these sample points onto a line in the CIE L*a*b* color space between the extreme color values to obtain a perceptually relevant measure of the frequency response in a specific color direction. Appropriate normalization of the frequency response followed by compensation for the scanner MTF completes the procedure. For a specific inkjet printer using a dispersed-dot halftoning algorithm, we examine the impact of the above-mentioned parameters on the printer MTF, and obtain results that are consistent with the expected behavior of this combination of print mechanism and halftoning algorithm.

[1]  Jiasheng Hu,et al.  Measurement of modulation transfer function of charge-coupled devices using frequency-variable sine grating patterns , 1999 .

[2]  Anil K. Jain Fundamentals of Digital Image Processing , 2018, Control of Color Imaging Systems.

[3]  Kenneth J. Barnard,et al.  Modulation-transfer function measurement of SPRITE detectors: sine-wave response. , 1992, Applied optics.

[4]  Yukio Okano MTF Analysis and its Measurements for Digital Still Camera , 2000 .

[5]  W Wu,et al.  3.1 Imaging Colorimetry Using a Digital Camera(3.Image Capture)(The Seventh Color Imaging Conference Report) , 2000 .

[6]  Gunther Wyszecki,et al.  Color Science: Concepts and Methods, Quantitative Data and Formulae, 2nd Edition , 2000 .

[7]  Jan P. Allebach,et al.  Optimal unsharp mask for image sharpening and noise removal , 2004, IS&T/SPIE Electronic Imaging.

[8]  G. Boreman,et al.  Random transparency targets for modulation transfer function measurement in the visible and infrared regions , 1995 .

[9]  John G. Proakis,et al.  Digital Signal Processing: Principles, Algorithms, and Applications , 1992 .

[10]  S. Inoue Measuring MTF of Paper by Sinusoidal Test Pattern Projection , 1997 .

[11]  Henry R. Kang Color scanner calibration , 1992 .

[12]  Prashant Mehta,et al.  The MTF of a printing systems , 2000 .

[13]  Hideaki Haneishi,et al.  Image Evaluation and Analysis of Ink Jet Printing System (I): MTF Measurement and Analysis of Ink Jet Image , 2000, PICS.

[14]  Alan H. Lettington,et al.  DESIGN NOTE: Measuring the MTF for focal plane arrays using random noise targets , 1996 .

[15]  Stephen E. Reichenbach,et al.  Characterizing digital image acquisition devices , 1991 .

[16]  Norimichi Tsumura,et al.  Analyzing CTF of print by MTF of paper , 1998 .

[17]  Peter D. Burns,et al.  Slanted-Edge MTF for Digital Camera and Scanner Analysis , 2000, PICS.