Process for specifying mean-preserving mutli-level halftone matrices with varying amounts of modulation

• US 5,444,551 A
• Filed: 07/22/1992
• Issued: 08/22/1995
• Est. Priority Date: 07/22/1992
• Status: Expired due to Term

• Current Assignee: Eastman Kodak Company
• Original Assignee: Eastman Kodak Company
• Inventors: Miller, Rodney L,, Smith, Craig M.
• Primary Examiner(s): Ip, Paul
• Application Number:
  US07/918,291
• Time in Patent Office: 1,126 Days
• Field of Search: 358/75, 358/80, 358/456, 358/447, 358/448, 358/453, 358/462, 358/455, 358/443, 358/463, 358/461, 358/462, 358/433, 358/457, 358/460, 358/465, 358/298, 358/518, 358/517
• US Class Current: 358/3.14
• CPC Class Codes: H04N 1/40087 Multi-toning, i.e. converting a continuous-tone signal for reproduction with more than two discrete brightnesses or optical densities, e.g. dots of grey and black inks on white paper

Abstract

Apparatus and a method for generating a multi-level halftone image (104) from a digitally sampled continuous tone (contone) image (101). The apparatus includes a control circuit (140), a preference matrix (150) having as its matrix elements addresses of a plurality of look-up tables (160) and a plurality of look-up tables (160) in the form of a look-up table stack (155). The control circuit instructs the preference matrix to select a specific look-up table from the look-up table stack in a pre-defined manner. The selected table is used to convert an intensity value (102) into each multi-level pixel value (106) in the halftone image. To accomplish the conversion, each look-up table contains a quantized one-dimensional transfer function (165'"'"') having as an input the magnitude of the intensity value. The transfer functions are automatically generated such that the sum of the derivatives of the transfer functions equals the number of pixel values in a halftone cell. The magnitude of each intensity value is mapped into an output level by the quantized transfer function as one of a plurality of available levels. The resulting output level is assigned a pixel location in a halftone cell (103). The look-up table selection is repeated for each element of the preference matrix such that the magnitude of each different intensity value in the contone image is mapped into a corresponding halftone cell to generate a complete multi-level halftone image.

Claims

1. In a multi-level halftoning system, apparatus for generating a multi-level pixel value for a halftone cell from a magnitude of an intensity value, said apparatus comprising:

means, responsive to the magnitude of said intensity value, for producing a modulation level as said multi-level pixel value, wherein said producing means comprises a plurality of look-up tables each having values representing a pre-defined transfer function, wherein said pre-defined transfer functions are generated by apparatus comprising;

means for automatically producing said transfer functions using a mean-preserving process such that a sum of the derivative of said transfer functions equals the number of pixel values in said halftone cell;

preference matrix means connected to said producing means, for selecting one of said plurality of look-up tables; and

means, connected to said selecting means, for controlling said selection such that one look-up table is selected in a pre-defined manner to produce a modulation level as said multi-level pixel value.

2. The apparatus of claim 1 wherein each said transfer function is quantized into a plurality of levels, whereby each quantization level is a modulation level.

3. The apparatus of claim 1 wherein said halftone cell comprises a plurality of multi-level pixel values and wherein said controlling means further comprises means for generating a plurality of multi-level pixel values from said intensity value magnitude.

4. The apparatus of claim 3 wherein said generating means comprises means for repetitively controlling said selection by said preference matrix means of said plurality of look-up tables such that said intensity value magnitude is applied to each selected look-up table to produce a plurality of modulation values as said multi-level pixel values in said halftone cell.

5. The apparatus of claim 1 wherein said preference matrix having a plurality of matrix elements defines a number of pixel locations in said halftone cell.

6. The apparatus of claim 1 wherein said means for producing said transfer functions comprises means for generating knot points defining said transfer functions in a piece-wise linear fashion.

7. In a multi-level halftoning system, a method for generating a multi-level pixel value for a halftone cell from an intensity value having a magnitude, said method comprising the steps of:

generating a plurality of pre-defined transfer functions wherein a sum of the derivative of said transfer functions equals a number of pixel values in said halftone cell;

selecting one of a plurality of look-up tables, wherein each said look-up table contains values representing one of said pre-defined transfer functions;

controlling said selection such that one look-up table is selected in a pre-defined manner; and

producing, in response to the magnitude of said intensity value, a modulation level as said multi-level pixel value.

8. The method of claim 7 wherein each said transfer function is quantized into a plurality of levels, whereby each quantization level is a modulation level.

9. The method of claim 7 wherein said halftone cell comprises a plurality of multi-level pixel values and wherein said method further comprises the step of generating a plurality of multi-level pixel values from said intensity value magnitude.

10. The method of claim 9 wherein said generating step further comprises the step of repetitively controlling said look-up table selection such that the intensity value magnitude is applied to each selected look-up table to produce a plurality of modulation levels as said multi-level pixel values in said halftone cell.

11. The method of claim 7 wherein said step of generating said transfer functions further comprises the step of generating knot points defining said transfer functions in a piece-wise linear fashion.

12. In a multi-level halftoning system for converting an input intensity value into a multi-level pixel value for a halftone cell, apparatus for specifying matrix values used as modulation levels for converting said intensity value comprising:

means for generating a plurality of transfer functions being mean preserving such that a sum of the derivatives of said transfer functions equals a number of pixel values in said halftone cell; and

means for specifying modulation levels from said mean preserving transfer functions.

13. The apparatus of claim 12 wherein said specifying means further comprises:

means for quantizing each said transfer function into a plurality of quantization levels wherein each quantization level is a modulation level; and

means for storing said modulation levels as look-up table values.

14. The apparatus of claim 12 wherein said specifying means further comprises:

means for quantizing each said transfer function into a plurality of quantization levels;

means for defining a plurality of modulation levels by comparing said quantization levels to an intensity value that is increasing in value, each intensity value at which an output from said transfer function changes levels is a modulation level; and

means for storing said modulation levels as modulation level matrix elements.

15. The apparatus of claim 12 wherein said transfers function generating means generates a plurality of transfer functions corresponding to a number of pixels in a halftone cell.

16. In a multi-level halftoning system having a predetermined number of micro-output levels available in the system, a method for generating a multi-level pixel value for a halftone cell, wherein said halftone cell has a predetermined cell size, from an intensity value having a given magnitude, comprising the steps of:

a. generating a plurality of pre-defined transfer functions wherein the sum of the derivative of said transfer function equals a number of pixel values in said halftone cell and further wherein each transfer function is quantized into a plurality of modulation levels determined as a function of the size of the halftone cell and the number of micro-output levels available in the system; and

b. assigning said modulation levels as threshold matrix entries in a set of modulation level matrices.

17. A method as set forth in claim 16 wherein said step of assigning is performed by loading said modulation levels into said set of modulation level matrices in ascending order at identical locations in each matrix.

18. In a multi-level halftoning system for converting an input intensity value into a multi-level pixel value for a halftone cell, a method for specifying matrix values used as modulation levels for converting said intensity value, comprising the steps of:

a. generating a plurality of transfer functions being mean preserving such that the sum of the derivatives of said transfer functions equals a number of pixel values in said halftone cell; and

b. specifying modulation levels from said mean preserving transfer functions.

19. A method as set forth in claim 18 wherein said step of specifying further comprises the steps of:

a. quantizing each said transfer function into a plurality of quantization levels wherein each quantization level is a modulation level; and

b. storing said modulation levels as matrix entries.

20. A method as set forth in claim 19 wherein said step of storing is performed by loading said modulation levels into said set of modulation level matrices in ascending order at identical locations in each matrix.

21. A method as set forth in claim 18 wherein said step of specifying further comprises the steps of:

a. quantizing each said transfer function into a plurality of quantization levels;

b. defining a plurality of quantization levels by comparing said quantization levels to an intensity value that is increasing in value, where each intensity value at which an output from said transfer function changes level is a modulation level; and

c. storing said modulation levels as modulation level matrix elements.

22. A method as set forth in claim 18 wherein said step of generating is operative to generate a plurality of transfer functions corresponding to a number of pixels in a halftone cell.