Hybrid halftoning using direct multi-bit search (DMS) screen algorithm

In this paper we propose a mathematical framework for multi-bit aperiodic clustered dot halftoning based on the Direct Multi-bit Search (DMS) algorithm. A pixel validation map is provided to the DMS algorithm to guide the formation of homogeneous clusters. The DMS algorithm operates without any user defined guidance, iteratively choosing the best drop absorptance level. An array of valid pixels is computed after each iteration that restricts the selection of pixels available to the DMS algorithm, improving the dot clustering. This process is repeated throughout the entire range of gray levels to create a visually pleasing multi-bit halftone screen. The resultant mask exhibits smoother appearance and improved detail rendering, compared to conventional clustered dot halftoning. Much of the improvements originate from the improved sampling of the aperiodic hybrid screen designs.

[1]  Joyce E. Farrell Grayscale and resolution trade-offs in photographic image quality , 1997, Electronic Imaging.

[2]  Charles A. Bouman,et al.  AM/FM halftoning: digital halftoning through simultaneous modulation of dot size and dot density , 2004, J. Electronic Imaging.

[3]  Chai Wah Wu,et al.  GPU-enabled parallel processing for image halftoning applications , 2011, 2011 IEEE International Symposium of Circuits and Systems (ISCAS).

[4]  Roger D. Hersch,et al.  Stochastic clustered-dot dithering , 1998, Electronic Imaging.

[5]  Jan P. Allebach,et al.  Clustered-Dot Halftoning With Direct Binary Search , 2013, IEEE Transactions on Image Processing.

[6]  Robert Ulichney Review of halftoning techniques , 1999, Electronic Imaging.

[7]  Chai Wah Wu,et al.  A GPU implementation of color digital halftoning using the Direct Binary Search algorithm , 2012, 2012 IEEE International Symposium on Circuits and Systems.

[8]  Gonzalo R. Arce,et al.  Digital halftoning by means of green-noise masks , 1999 .

[9]  Jan P. Allebach,et al.  Impact of HVS models on model-based halftoning , 2002, IEEE Trans. Image Process..

[10]  Jan P. Allebach,et al.  The Hybrid Screen—Improving the Breed , 2010, IEEE Transactions on Image Processing.

[11]  Chai Wah Wu,et al.  Direct multi-bit search (DMS) screen algorithm , 2012, 2012 19th IEEE International Conference on Image Processing.

[12]  Niranjan Damera-Venkata,et al.  AM-FM screen design using donut filters , 2003, IS&T/SPIE Electronic Imaging.