CA1166344A - Multi-resolution image signal processing apparatus and method - Google Patents

Multi-resolution image signal processing apparatus and method

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Publication number
CA1166344A
CA1166344A CA000376698A CA376698A CA1166344A CA 1166344 A CA1166344 A CA 1166344A CA 000376698 A CA000376698 A CA 000376698A CA 376698 A CA376698 A CA 376698A CA 1166344 A CA1166344 A CA 1166344A
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Canada
Prior art keywords
image
array
resolution
image signals
scanning
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Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Expired
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CA000376698A
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French (fr)
Inventor
Pierre A. Lavallee
James C. Stoffel
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Xerox Corp
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Xerox Corp
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Publication of CA1166344A publication Critical patent/CA1166344A/en
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Classifications

    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T3/00Geometric image transformation in the plane of the image
    • G06T3/40Scaling the whole image or part thereof
    • G06T3/4007Interpolation-based scaling, e.g. bilinear interpolation
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04NPICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N1/00Scanning, transmission or reproduction of documents or the like, e.g. facsimile transmission; Details thereof
    • H04N1/04Scanning arrangements, i.e. arrangements for the displacement of active reading or reproducing elements relative to the original or reproducing medium, or vice versa
    • H04N1/0402Scanning different formats; Scanning with different densities of dots per unit length, e.g. different numbers of dots per inch (dpi); Conversion of scanning standards
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04NPICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N1/00Scanning, transmission or reproduction of documents or the like, e.g. facsimile transmission; Details thereof
    • H04N1/04Scanning arrangements, i.e. arrangements for the displacement of active reading or reproducing elements relative to the original or reproducing medium, or vice versa
    • H04N1/0402Scanning different formats; Scanning with different densities of dots per unit length, e.g. different numbers of dots per inch (dpi); Conversion of scanning standards
    • H04N1/0408Different densities of dots per unit length
    • H04N1/0411Different densities of dots per unit length in the main scanning direction
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04NPICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N1/00Scanning, transmission or reproduction of documents or the like, e.g. facsimile transmission; Details thereof
    • H04N1/04Scanning arrangements, i.e. arrangements for the displacement of active reading or reproducing elements relative to the original or reproducing medium, or vice versa
    • H04N1/0402Scanning different formats; Scanning with different densities of dots per unit length, e.g. different numbers of dots per inch (dpi); Conversion of scanning standards
    • H04N1/042Details of the method used
    • H04N1/0426Details of the method used using different sized scanning elements, e.g. reproducing different sized dots
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04NPICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N1/00Scanning, transmission or reproduction of documents or the like, e.g. facsimile transmission; Details thereof
    • H04N1/04Scanning arrangements, i.e. arrangements for the displacement of active reading or reproducing elements relative to the original or reproducing medium, or vice versa
    • H04N1/0402Scanning different formats; Scanning with different densities of dots per unit length, e.g. different numbers of dots per inch (dpi); Conversion of scanning standards
    • H04N1/042Details of the method used
    • H04N1/0449Details of the method used using different sets of scanning elements, e.g. for different formats
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04NPICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N1/00Scanning, transmission or reproduction of documents or the like, e.g. facsimile transmission; Details thereof
    • H04N1/04Scanning arrangements, i.e. arrangements for the displacement of active reading or reproducing elements relative to the original or reproducing medium, or vice versa
    • H04N1/19Scanning arrangements, i.e. arrangements for the displacement of active reading or reproducing elements relative to the original or reproducing medium, or vice versa using multi-element arrays
    • H04N1/191Scanning arrangements, i.e. arrangements for the displacement of active reading or reproducing elements relative to the original or reproducing medium, or vice versa using multi-element arrays the array comprising a one-dimensional array, or a combination of one-dimensional arrays, or a substantially one-dimensional array, e.g. an array of staggered elements
    • H04N1/192Simultaneously or substantially simultaneously scanning picture elements on one main scanning line
    • H04N1/193Simultaneously or substantially simultaneously scanning picture elements on one main scanning line using electrically scanned linear arrays, e.g. linear CCD arrays
    • H04N1/1934Combination of arrays
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04NPICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N1/00Scanning, transmission or reproduction of documents or the like, e.g. facsimile transmission; Details thereof
    • H04N1/40Picture signal circuits
    • H04N1/40062Discrimination between different image types, e.g. two-tone, continuous tone
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04NPICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N1/00Scanning, transmission or reproduction of documents or the like, e.g. facsimile transmission; Details thereof
    • H04N1/40Picture signal circuits
    • H04N1/40068Modification of image resolution, i.e. determining the values of picture elements at new relative positions
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04NPICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N1/00Scanning, transmission or reproduction of documents or the like, e.g. facsimile transmission; Details thereof
    • H04N1/40Picture signal circuits
    • H04N1/40075Descreening, i.e. converting a halftone signal into a corresponding continuous-tone signal; Rescreening, i.e. combined descreening and halftoning
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04NPICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N1/00Scanning, transmission or reproduction of documents or the like, e.g. facsimile transmission; Details thereof
    • H04N1/04Scanning arrangements, i.e. arrangements for the displacement of active reading or reproducing elements relative to the original or reproducing medium, or vice versa
    • H04N1/19Scanning arrangements, i.e. arrangements for the displacement of active reading or reproducing elements relative to the original or reproducing medium, or vice versa using multi-element arrays
    • H04N1/191Scanning arrangements, i.e. arrangements for the displacement of active reading or reproducing elements relative to the original or reproducing medium, or vice versa using multi-element arrays the array comprising a one-dimensional array, or a combination of one-dimensional arrays, or a substantially one-dimensional array, e.g. an array of staggered elements
    • H04N1/192Simultaneously or substantially simultaneously scanning picture elements on one main scanning line
    • H04N1/193Simultaneously or substantially simultaneously scanning picture elements on one main scanning line using electrically scanned linear arrays, e.g. linear CCD arrays

Abstract

ABSTRACT OF THE DISCLOSURE

An image signal processing architecture for image filtering using high and low image resolution scanning arrays to scan a document original. The image pixels produced by the high resolution scanning array are analyzed to determine the presence of high frequency halftone image pixels. Where high frequency halftone image pixels are not found, the image pixels are filtered to enhance the signal content and thereafter thresholded adaptively. Where high frequency halftone image pixels are determined to be present, the pixels produced by the low resolution array are descreened and thereafter rescreened at different screen frequency. A control switch permits the user to process continuous tone images directly. In the principal embodiment, both high and low resolution scanning arrays are disposed on a common substrate to form a unitary structure. In a second embodiment, separate scanning arrays are spaced at preset distances from the object plane to provide the requisite high and low image reading resolutions. To correlate image resolutions between the scanning arrays interpola-tion means are provided to interpolate additional image pixels in the output of the low resolution array.

Description

1 3 6~

MULTI-RESOLUTION IMAGE SIGNAL PROCESSING
APPARATUS AND _ ETHOD

This invention relates to signal processing architecture for image filtering, and more particularly, to an improved signal processing architecture for image filtering employing multiple scanning arrays of differing resolution Architectures for processing image signals o 10 mixed halftone, text, and continuous tone are normally quite complicated~ One cause is traceable to the limited resolution capabilities of the reproduction apparatus employed; another, to the need to process the differing types of image signals in the particular and often divergent ways required to provide an enhanced output.
One arrangement capable of accommodating both the limited resolution capabilities of the re~production apparatus and tbe differing proce~sing needs is disclosed in U. S.
Patent No. 4,194,221 issued on March 18, 1980 to James C.
9toff~1. In that system, a scrolling buf~er is employed as a temporary store for the several lines of image signals required. It would, however, be advantageous, particularly in the light of the relatively hi-gh cost of bufers, if the scrolling buffer used in that system 5 could be reduced in size or eliminate~ entirely.
e ~s,~
. ~ ~ l~` This invention~ relates to an improved signal processing architecture for image filtering requiring only minimal ~ignal storage buffer capacity, comprising in combination, a fir~t relatively high resolution image 30 scanning array; threshold means for thresholding the image signals produced by the first array; a second relatively low resolution image scanning array; means or descreening and rescreening the image signals produced by the second array; and selector means for selecting the 35 image signal output of the threshold means when the original is composed primarily of text or low frequenry .

:

6 3 4 ~

halftones, or of the descreening/rescreening means when the original is composed primarily of high frequency halftone images.
Other aspects of this invention are as follows:
In an apparatus for processing image signals derived by raster scanning document originals, having reduced image signal buffer requirements, the combination of first and second linear scanning arrays, the image resolution of said first array being greater than the image resolution or said second array to provide image signals of different image content without resort to buffer storage.
In an apparatus for processing image signals derived by raster scanning original images, the combination of:
a) a low resolution scanning array having plural scanning elements for ~iewing relatively large areas of said original images and producing image signals representative of the image areas viewed;
b) first image signal processing means for proce~sing image signals produced by said low resolution array.to provide binary level image signals;
c) a high resolution scanning array having plural scanning elements for viewing :relatively small areas of said original images and producing image sig~als representative of the image areas viewed;
d) second image signal processing means for processing image signals produced by said high resolution array to provide binary level image signals;
and e) control means for selecting the output of one of said first and second image signal processing means.
In a multi-resolution image scanning apparatus the combination of:
first array means for scanning a first image area with each scan; and second array means for scanning a second image area with each scan, said second image area being K~ ~

; 3 ~1 ~
-2a-larger than sald first image area whereby to provide plural image signals representative of dif~erent scanning resolutions~
In a multi-resolution image scanning apparatus, the combination of:
first and second image scanning arrays, the viewing area of said second array being greater than the viewing area of said first array whereby said first and second arrays view the image with different resolutions; and means for substantially centering the viewing areas of said first and second arrays with one another whereby said first and second arrays scan overlapping areas of said image.
In a multi-resolution image scanning apparatus, the combination of:
a first linear array for scanning one line of said image;
a second linear array for scanning plural lines of said image; and means for substantially centering the viewing area of said first array with the viewing area of said second array whereby said first and second arrays scan in overlapping fashion to produce image pixels of different resolution.
A method of processing image signals derived by raster scanning document originals, the steps comprising:
a) scanning said originals at low resolution and 3~ at high resolution simultaneously to produce streams of low resolution and hiyh resolution image signals concurrently;
b) independently processing said streams of low and high resolution image signals to provide binary level image signals; and c) selecting one of said streams of low and high resolution binary level image signals in accordance with khe imaginal content of the original being !:cannea .

.

~ 3 6~4~
-2b-Other objects and advantages of the present lnvention will be apparent from the ensuing description and drawings in which:
Figure 1 is a schematic view showing the image signal processing architecture of the present invention with multi-resolution scanning array;
Figure 2 is an enlarged view showing details of the multi-resolution scanning array shown in ~igure l;
Figure 3 is a schematic diagram of the image signal processing architecture of the present invention;
Figure 4 is a blocX diagram showing details of the image processing architecture shown in Figure 3;
Figure 5 is a plot of an exemplary halftone/line au~ocorrelation;
Fi~ure 6 is a schematic view showing details of the pixel image data auto correlator;
Figure 7 is a graphical representation of typical halftone and line image waveform generated by the auto correlator of Figure 6;
Figure 8 is a schematic ~iew of the pixel output selector;
Figure 9 is a schematic view of the descreening filter shown in Figure 4;
Figure 1~ is an enlarged view of an alternate multi-resolution array construction;

~ ~ &~3~ ~

Figure 11 is a graph comparing image signal output of the high resolution scanning array with the interpolated image signal output of the low resolution array, Figure 12 is a top schematic view of an alter-nate architscture employing individual scanning arrays;
Figure 13 is a side schematic view of the alternate architecture shown in Figure 12; and Figure 14 is an enlarged view of an alternate multi-reso~u~ion scanning array with aperture mask to provide weighted pixel values.
Referring particularly to Figures 1 and 2 of the drawings, the signal processing architecture of the present invention includes a monolithic scanning array or chip 10 having high and low resolution array pair 14, 16 thereon for simultaneously scanning an original 12 to produce image signals or pixels representative of original 12 ln registered context. In content, the original 12 may be composed entirely of lines, (i.e.
text), or low frequency halftone images, or high frequency halftone images, or continuous tone images, or combinations thereof. Where th6! original 12 consists of lines, as for example a typed page, the image signals obtained are normally at one of two voltage levels, one ~5 representing non-image or background areas and the other image areas.
A continuous tone image compri es an unscreened image, typically a photograph. When scanned, the voltage values of the image signals produced are representative of the gray levels making up the picture.
A halftone image, typically a picture or scene, is one which has been reproduced through a ssreening process. One example is a newspaper picture. The screen used may be either a high frequency or low frequency screen. A high frequency screen is arbitrarily defined herein as one having a frequency of 100 cells per inch or ~ 3 ~

more while a low frequency scre2n is defined as one having a frequency less than 100 cells per inch. Half-tone images therefore, comprise a pattern of discrete dots, the dot size and frequency of which depends upon the screening requency usedO When viewed by the human eye, the dot pattern conveys a likeness of the original picture or scene. The quality of the reproduction depends upon the screening frequency used, wi~h higher screen frequencies normally providing higher quality reproduc~ions.
High and low resolution arrays 14, 16, which are disposed in closely adjoining parallel relation on a suitable substrate material 17, each include a plurality of image viewing elements or cells 18, 18' for sensing ~he intensity of the image portion or area viewed by the cell. Following viewing, which takes place over an integration interval, the array cells 18, 18' are sampled successively to produce a stream of analog image signals or pixels representative of the image scanned. Prefer-ably, the space 19 between arrays 14, 16 substantiallyequals the width of the scam line scanned by high resolution array 14.
Arrays 14, 16 scan or view the document original at different resolutions, high resolution array 14 scanning the image at a relatively high vertical reso-lution while low resolution ar~ay 16 scans the image at a relatively low vertical resolution. For this purpose, the physical size or dimension of cells 18' of array 16 are larger than the cells 18 of array 14 in a vertical scan direction ~i.e. along the Y axis) The resolution, however, of both arrays 14, 16 along the sagittal or horizontal direction (along the X axis) is the same. A
suitable lens lS is provided to focus arrays 14, 16 on original 12.
As will be understood, suitable lamp means ~not shown) are provided to illuminate the original 12, during scanning. And, as will be understood, drive means (not shown) are provided to establish relative scanning movement between the scanning array 10 and the oriyinal 12 during scanning. One suitable apparatus of this nature is disclosed in U.S. Patent No. 4,122,352 issued October 24, 1978 to Peter A. Crean et al.
Referring particularly to Figure 3, analog image pixels produced by high resolution array 14 are input via lead 20 to autocorrelator 22 which serves to detect ~he presence of high frequency halftone data in the pixel stream, as will appear. The signal output of autocorrelator 22 controls selector 25 to output processed image pixels from either low frequency halftone and line processing section 28 or high frequency halftone and continuous tone processing section 29 to output 30.
Image pixels from high resolution array 14 are additionally input through line 21 to low frequency halftone and line processing section 28 an* through line 23 to selector 27 of high frequency halftone and contin-uous tone processing section 29.
Image pixels from low resolution array 16 are input through line 24 to descreening filter 52 of high frequency halftone and continuous tone processing section
2~.
Low frequency halftone and line processing section 28 includes a high bandpass filter 46 for filter-ing image pixels input to section 28. Filtered signals from filter 46 are output to thresholder 47 where the pixels are thresholded. Signals processed by thresholder 30 47 are input to binary line storage and delay buffer 49 where the pixels are held pending scanning of the same image area by low resolution array 16, as will appear more fully herein. From buffer 49, the pixels are output to selector 25.
High frequency halftone and continuous tone p ocessin~ section 29 includes a one dimensional .~ ~

1 ~ 3 ~ ~

descreening filter 52 which serves to descreen the high frequency image pixel output of low resolution array 16.
Descreened pixels are passed via selector 27 to screen 54 where the signals are rescreened. Continuous tone image pixels from high resolution array 14 are input directly to screening circuit 54 via lead 23 and selector 27.
Referring particularly to Figures 3-9, to detect the presence of high frequency halftone image data, autocorrelator 22 autocorrelates each pixel block in accordance with a predetermined algorithm to determine if the image data is high frequensy halftone or not. In order to enhance that decision, additional pixels on both sides of the pixel being investigated are used. In the exemplary arrangement shown, image data is processed on a pixel by pixel basis with pixel P4 being the particular pixel in process at the instant shown in Figures 4 and 5.
Autocorrelation is carried out in accordance with the following function:
t = last A(n) = ~ x p(t~n) t ~c' where n - the bit or pixel number;
p = the pixel voltage value; and t = the pixel position in the data stream.
The size of the image data blocks examined may comprise one or more pixels, with a total block size including the block of image pixels being examined preferably being of ~rom 16 to 64 pixels in length. In the exemplary arrangement shown, image pixels are examined in blocks of one pixel each over a total pixel length of 16 pixels. In this example, the 7 pixels ~P3, P2, P1, P~, P0, P0, P0) preceding the pixel in question (pixel P4) and the 8 succeeding pixels (P5, P6, P7, P8, Pg r Plo ~ Pll r P12) are used in the autocorrelation Process Where~ the block of pixels being examined includes margin or areas outside the document edges, represented by pixel P0, a pixel value of "0" is arbitrarily used to represent the image value thereof.

`` ~ .1 ~63~

The resulting data is scanned for positive peaks by a peak detector. Peaks above a certain threshold level are detected and where the distance (i.e.
PERIOD) between the voltage peaks in the signal is less than a preset number, a decision is made to treat the pixel block being examined as high frequency halftone image data. In that circumstance, a preset control signal, i.e. a binary "1" is output to selector 25 via line 26. Where the PERIOD is greater than the preset number, a decision is made to treat the pixel block as low frequency halftone or line and a second preset signal, i.eO a binary "0" is output to selector 25. In the case of continuous tone; selection is made by the user or operator via selector 27, as will appear.
Selector 25 selects from the outputs of low frequency halftone and line copy processing section 28, and high frequency halftone and continuous tone pro-cessing section 29 in response to the control signals inputted thereto.
Referring to Figure 6, au~ocorrelator 22 includes a succession of flip flops 60-1 through 60 7 through which the input pixel stream input through line 20 are shifted, one pixel at a time. Correlators 62-1 through 62-8, which may comprise TRW 64 bit digital correlators (Model TDC 1004J), have one input coupled to pixel input line ~0 through distributor lead 63. Line 64 couples a second input of correlator 62-1 to a ~uitable voltage source Vcc while lines 64' couple a second input of the remaining correlators 62-2 through 62-8 to the outputs of flip flops 60-1 through 60-7 respectively. A
typical output of correlators 62-1 through 62-8 for both line and halftone image examples, is shown in Figure 5.
The signal output of correlators 62-1 through 62-8 is fed to one input of comparators 65-1 through 65-8 respectively. Comparators 65-1 through 65-8 may for example~ comprise Signetics Model 521 comparators. A

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threshold voltage V, derived from a suitable voltage source (not shown), is placed on the other input of ccmparators 6S~1 through 65-8. The outputs of compar-ators 65-1 through 65-8 are coupled to flip flops 66-1 through 66-8 respectively. The outputs of flip flops 66-1 through 66-8, which to~ether combine to provide an address signal to Read Only Memory (ROM~ 68, are coupled to address bus 67.
ROM 68 provides a predetermined control signal output in response to each address provided by flip flops 66-1 through 66-8. The output of ROM 68 is coupled to control flip flop 70 which provides the control signal input to line 26 controlling selector 25.
An e~ample of the function and operation of comparators 65-1 through 65-8, together wi~h flip flops 66-1 through 66-8 in forming an address to ROM 68 in bus 67 is shown in Figure 7.
F.lip flops 60-1 through 60-7 t 66-1 through 66-8, and 70 may comprise Texas Instruments Model SN 74174 chips.
In operation, input pixels are progressively shifted through input flip flops 60-1 through 60-7 of autocorrelator 22. As the pixels shift through flip flop~ 60-1 through 60-7, autocorrelation of the pixel in lina 20 with reference voltage Vcc and with preceding pixels is carried out by correlators 62-1 through 62-8.
The output of each correlator is compared to a threshold volta~e V by comparators 65-1 through 65-8. The result-ing combined signal outpu~ of comparators 65-1 through 65-8 to output flip flops 66-1 through 66-8 provides an address for ROM 68. The addressed signal output of RO~
6& s~ts flip flop 70, providing a control signal in line 26 to selector 25.
It will be understood that different threshold voltages V may be applied to each correlator 65-1 through 65-8. Further, that number of pixels autocorrelated at ~ ~ ~fi3~

one time may be enla.rged or decreased by adding to or subtracting from the component parts of autocorrelator 22.
Referring par~icularly to Figure 8, selector 25 comprises any suitable electronic switch operable in response to a control signal input to couple one of the output lines 41, 42 from low frequency halftone and line processing section 28, or high frequency halftone and continuous tone processing section 29 respectively to outpu~ 30. For descriptive purposes, selector 25 is illustrated simply as a two position rotary switch effec~ive on a binary "0" control signal from autocor-relator 22 to couple the output of low frequency halftone and line processing section 28 to output 30, and on the binary "1" control signal from autocorrelator 22, to couple the output of high frequency halftone and continuous tone processing section 29 to output 3~.
Buffer 49' in line 26 serves to delay the control signal output for synchronization purposes, as will appear.
Referring particularly to Figure 4, low fre-quency halftone and line copy processing section 28 includes a suitable high frequellcy enhancement filter 46 selected to provide detail enhancement o the low frequency halftone image data or line copy image data in a manner understood by those skilled in the art. One implementation consists of a transversal filter similar in implementation to that of the hereinafter described descreening filter 52 with a different weighting function.
Thresholder 47 comprises any suitable thresh-olding circuit such as a Texas Instruments 74S85 comparator, effective to threshold the pixel being examined ~pixel P4) with the output of circuit 47 going to binary line storage/delay buffer 49. For example, thresholder 47 may provide a single level threshold against which the pixel being examined ~pixel P4) is compared.

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Where the image pixels are determined to comprise low frequency halftone or line copy image dataf the data in storage~delay buffer 49 is output through line 41 and selector 25 to output 30. In other cases, the 5 processed data is discarded.
High frequency halftone and continuous tone processing section 29 employs a one dimensional descreen-ing filter 52. For example, where the scanning frequency is 500 scan lines/inch, filter 52 may comprise a simple low pass 1 x 7 matrix linear filter preferably tailored to provide some enhancement for sharpening edges at the points where signal levels change, to smooth out the high frequency image pixel outpu~ of low resolution array 15.
Following descreening, the image pixels are fed via selector 27 to a relatively low frequency electronic screen 54 of the type preferably employing cyclic changes in threshold values whereat the pixels are rescreened at a lower frequency. Where, as above, the original sampling frequency is 500 scan Lines~inch, one suitable screen comprises a 70 cells/inch 45 screen with conven-tional S-shaped Tone Reproduction Control (TRC).
Continuous tone image signals output by high resolution array 14 are input directly to screen 54 through selector 27.
Preferably, as will be understood by those skilled in the art, the size of thP filter chosen scales with the sampling frequency.
Where the image data is determined by autocor~
relator 22 to be high frequency halftone data, screen 54 is coupled through selector 25 to output 30. In other cases, the data is discarded.
Referring particularly to Figure 9, details of descreening filter 52 of high frequency processing section 29 are thereshown~ Filter 52 which screens in 35 one dimension, i.e. the X direction has input shift register 82 composed of successive flip flops 83-1 through 83-7. The pixel input to register 82 is shifted sequentially through the flip flops 83-1, 83-2, ... 83 7 that comprise shift register 82.
Flip flops 83-1 and 83-7 have outputs coupled to adder 84-1, flip flops 83-2 and 33-6 to adder 84-2, and flip flops 83-3 and 83-5 to adder 84-3. Adders 84-1, 84-2 and 84-3, together with flip flop 83-4 are coupled to multipliers 85-1 through 85-4, multipliers 85-1 through ~5-4 serving to multiply pixels input thereto by a coefficient multiplier related to the number of ele-ments that comprise the filter matrix. In the example shown, filter 52 has a 1~7 matrix for a total area of 7 pixels. As a result, multipliers 85-1, 85-2, and 85-3 are programmed to multiply by a factor of 1/8 while multiplier 85-4 is programmed to multiply by a factor of 1/4. ~ultipliers 85-1 and 85-2, and 85-3 and 85-4 are coupled to adders 86-1 and 86-2 which sum the inputs thereto. Adders 86-1 and 86-2 are coupled to adder 87 which sums the inpu~s thereto to provide the output from filter 52.
It will be understood by those skilled in the art that a digital transversal filter transfer function can be optimized to perform various weighted averages of the two dimensional context.
In the foregoing circuit, the flip flops used therein may comprise Texas Instruments Model 745174 chips, the adders Texas Instruments Model 74S183 binary adder~ and the multipliers TRW Model MPY8A binary multi-pliers.
In operation, filter 52 effectively sums the pixel image values of each lx7 pixel matrix including the pixel (i.e. pixel P~) being processed, and divides (through fractional multiplication) the total by the number of pixels that comprise the screen matri~, in this instance, 7. The result is the weighted average pixel I36fi~

value of the neighborhood of the pixel being examined (i.e. pixel P4) which represents the descreened value thereof.
Determination of the presence of continuous tone images is made by the operator or user through a visual examination of original 12. Where continuous tone imayes are found, selector 27 is moved to the continuous tone position (the dotted line position shown in Fig. 3) to input image pixels generated by high resolution array 14 directly to screen 54 for screening. Selector 27 is controlled by a manually operated two-position controller 35 disposed at some conveniently accessible point.
To assure coupling of high frequency halftone and continuous tone section 29 to output 30, the output of controller 35, when in the continuous tone position, overrides autocorrelator 22 to set selector 25 so that section 29 is coupled to output 30.
Where the original 12 is not continuous tone, controller 35 is set in the solid line position shown in Fig. 3 of the drawings. This sets selector 27 to couple the output of descreen filter 5;2 to screen 54 (the solid line position shown in Fig. 3) 50 that high frequency image pixels generated by low resvlution array 16 and descreened by filter 52 are input to screen 54 for rescreening. At the same time, control over selector 25 by controller 35 is relinquished.
In this circumstance, as original 12 is scanned by scanning array 10, autocorrelator 22 analyzes the image pixels generated by high resolution array 14 to determine the type of image being scanned, i.e. high frequency halftone or low frequency halftone and/or line.
Where the image is determined by autocorrelator 22 to comprise high frequency halftone, a signal (i.e. "1") from autocorrelator sets selector 25 to couple the output of high frequency halftone and continuous tone processing section 23 to output 30. As a result, image pixels produced by low resolution array 16 and processed by section 29 are discharged to output 30.
Where the image being scanned is determined not to comprise high frequency half~one, the signal (i.e.
"0") from autocorrelator 22 sets selector 25 in the solid line position shown in Figure 3 to couple low frequency halftone and line processing section 28 to output 30. As a result, image pixels generated by high resolution array 14 and processed by section 28 are discharged to output 30.
While manual determination of the presence of continuous tone images by the operator or user through the use of selector 27 is disclosed herein, automatic determination of the image type may be envisioned. One suitable system for automatically identifying image type and processing image signals or pixels in accordance therewith is disclosed in the aforecited U. S. Patent No.
;~, 4,1g4,221~ i~--~y~--~YY~ ~e~e~e1ffY-~ffe~e~
Referring now to Fiqures 1, 2 and 3, and presuming scanning of the original 12 to be in the direction shown by the arrow 36, it may be seen that high resolution array 14 scans or views the document ahead of low resolution array. Preferably, processing of the image pixels generated by arrays 14, 16 is carried out at a point when the image line scanned by high resolution array 14 is centered with respect to the image line scanned by low resolution array 16. For example, if low resolution array 16 is presumed to scan five lines ~i.e.
lines Ll, L2, L3, L4, L5, in Figure 2) for every one line (L) of high resolution array 14, processing is desirably carried out when scan line L3 of low resolution array 16 and scan line L of high resolution array 14 coincide.
To accomplish the above described relation-ship, line buffer 49 serves as a temporary store for image pixel lines outpu~ by high resolution array 14 pending scanning thereof by low resolution array 16. In ,. ~ .

the exemplary arrangement snown and presuming the space 19 between arrays 14, 16 tG be the equivalent of one scan line, then line buffer 49 would comprise a 4-line buffer (i.eO line L, space 19, lines Ll, L2). Since the image pixels are processed and hence are in binary form, the size of buffer 49 is relatively small as compared to a buffer for storing an equivalent number of lines of analog image pixels prior to processing.
Line buffer 49' in the output line 26 of autocorrelator 22 functions in a similar capacity to synchronize the operation of selector 25 by autocor-relator 22 with the scan line being examined.
In the embodiment shown in Figure 10 where like numerals refer to like parts, high and low resolution arrays 1~, 16 are disposed on substrate 10 such that the longitudinal axis of array 14 is co-linear with the longitudinal axis of array 16. As a result, the cells 18 of array 14 are centered with respect to the cells 13' of array 16, cells 18' of array 16 occupying areas of substrate above and below cells 18 of array 14.
With high resolution array -14 centered with respect to low resolution array 16, the processing delay required where the arrays 14, 16 are offset from one another as in the previously described embodiment iq unnecessary. Consequently, line delay buffers 49, 49' ~Figure 3) may be dispensed with in this embodiment.
Operation of the Figure 10 embodiment is the same as that described in tha previous embodiment except that delaying the output of line and low frequency h~lf-tone processing section 28 and autocorrelator 22 pendingprocessing of image pixels by high fxequency halftone and continuous tone processing section is no longer required.
Referring now to the embodiment shown in Figures 11, 12 and 13, where like numbers refer to like parts, individual arrays 114, 116 are provided to scan original 12. Preferably, arrays 114, 116 are the same ~ ~ 663~

size and type although arrays ~f different size and resolution may be contemplated.
To obtain high and low resolutions, high reso-lution array 114 is disposed relatively closer to original 12 than low resolution array 116. Suitable optical means, such as lenses 115 may be provided to focus arrays 114, 116 on original 12, as will be under-stood by those skilled in the art. The relative distances dl, d2, between arrays 114, 116 and the image plane are chosen to provide the desired resolution differential.
Since the size of the image area viewed by low resolution array 116 is larger in both the X and Y
direction than the size of the image area viewed by high resolution array 114 with attendant decrease in image resolution of array 116 in both the X and Y directions, a suitable pixel interpolator 125 is provided in the output li~ne 124 of array 116. Interpo].ater 125 serves to inter-polate additional image pixels along the X-axis to equate the pixel resolution of low resolution array 116 to that of high resolution array 114. One suitable interpolator is di~closed in U~ S. Patent No. 4,193,092 issued on March 11, 1980 to James C. Stoffel.
Inasmuch as the scan width of low resolution array 116 is greater than tbat of a single high resolu-tion array 114, one or more additional high resolution arrays 114' are preferably provided to form a composite high resolution scanning system having a scan width equal to that of low resolution array 116. To assure an uninterrupted scan line, the viewing fields of successive high resolution arrays 114, 114' are preferably over-lapped as described in U.S. Patent No. 4,149,09~ issued April lO, 1979 to Martin A. Agulnek. A crossover control 126 is provided in the output lines 127, 128 of arrays 114, 114' to cross over from one high resolution array 114 to the ne~t succeeding high resolution array 114' as image pixels are being read out from high resolution arrays 114, 114'.
Arrays 14, 16 may comprise any suitable scanning array ~or example, Charge Coupled Devices (CCD) manufactured by Fairchild Manufacturing Company, Model No. 121-1728. A suitable pixel clock (no~ shown) is provided for clocking image pixels and driving the various components in synchronism, as will be understood by those skilled in the art.
10~eferring to Figure 14, where like numbers reEer to like parts, to provide predetermined weighted values to the image pixels produced by low resolution array 16 in the Y-direction, an apertured mask 130 i5 disposed over the array viewing elements or cells. In the exemplary arrangement shown, where it is presumed that low resolution array 16 scans an image area of five lines (i.e~ lines Ll, L2, L3l L4, L5), the viewing aperture 132 of mask 130 has a stepped configuration providing a full viewing aperture 133 ~or the line scanned concurrently with high resolution array 14 (i.e.
line L3), a reduced viewing aperture 134 for the adjoin-ing line pair (i~e. lines L2, L4), and a further reduced viewing aperture 135 for the next: succeeding or last line pair (i.e. lines Ll, L5)~ Mask 130 may be comprised of any suitable opti~ally opaque material as for example, alumina.
While a stepped viewing aperture configuration is shownl otber aperture configurations and sizes may be envisioned 30As will be understood by those skilled in the art, suitable reading circuitry may be provided to enable the image produced to be enlarged or reduced.
While the invention has been described with reference to the structure disclosed, it is not confined to the details set forth, but is intended to cover such modifications or changes as may come within the scope of the following claims:

Claims (30)

CLAIMS:
1. In an apparatus for processing image signals derived by raster scanning document originals, having reduced image signal buffer requirements, the combination of:
first and second linear scanning arrays, the image resolution of said first array being greater than the image resolution of said second array to provide image signals of different image content without resort to buffer storage.
2. The apparatus according to claim 1 in which the image resolution of said first and second arrays is the same along the linear axis of said arrays.
3. The apparatus according to claim 1 in which the image resolution of said first array is greater than the image resolution of said second array along the axis perpendicular to the linear axis of said first and second arrays.
4. The apparatus according to claim 1 includ-ing means to establish predetermined relative weights to the image signals generated by said second array.
5. The apparatus according to claim 4 in which said last mentioned means comprises an apertured mask for effecting a predetermined reduction in the area viewed by said second array.
6. The apparatus according to claim 1 includ-ing:
means for establishing scanning movement between said first and second arrays in a direction substantially perpendicular to the linear axis of said arrays, the resolution of said first and second arrays along said linear axis being the same, the resolution of said first array in the direction of scanning movement being greater than the resolution of said second array.
7. The apparatus according to claims 1 or 3 in which said first and second arrays are disposed on a common substrate whereby to form a unitary multiple array structure for scanning document originals.
8. The apparatus according to claim 1 in which the resolution of said first array is greater than the resolution of said second array along the linear axis of said arrays and along an axis perpendicular to said array linear axis.
9. The apparatus according to claim 8 including:
interpolator means for generating additional image signals from image signals produced by said second array from scanning document originals whereby to equate the resolution of said second array to the resolution of said first array along the linear axis of said arrays.
10. The apparatus according to claim 9 in which the viewing fields of said first and second arrays overlap.
11. The apparatus according to claim 1 in which the linear axis of said first array is co-linear with the linear axis of said second array.
12. In an apparatus for processing image signals derived by raster scanning original images, the combination of:
a) a low resolution scanning array having plural scanning elements for viewing relatively large areas of said original images and producing image signals representative of the image areas viewed;
b) first image signal processing means for processing image signals produced by said low resolution array to provide binary level image signals;
c) a high resolution scanning array having plural scanning elements for viewing relatively small areas of said original images and producing image signals representative of the image areas viewed;
d) second image signal processing means for processing image signals produced by said high resolution array to provide binary level image signals; and e) control means for selecting the output of one of said first and second image signal processing means.
13. The apparatus according to claim 12 in which said first image signal processing means includes:
filter means for descreening image signals produced by said low resolution array; and rescreen means for rescreening said descreened image signals to provide said binary level image signals.
14. The apparatus according to claim 12 in which said second image signal processing means includes:
filter means for filtering image signals produced by said high resolution array to enhance said image signals; and thresholding means for thresholding said enhanced image signals to provide said binary level image signals.
15. The apparatus according to claim 14 in which said thresholding means comprises an adaptive threshold circuit.
16. The apparatus according to claim 12 in which said first image signal processing means comprises screen means for screening image signals produced by both said low resolution array and said high resolution array.
17. The apparatus according to claim 12 in which said control means includes image analyzing means for selecting said first image signal processing means when said image is composed of substantially high fre-quency halftone image areas and for selecting said second image signal processing means when said image is composed of substantially line and/or low frequency halftone image areas.
18. The apparatus according to claim 17 including means to input image signals produced by said high resolution array to said image analyzing means.
19. The apparatus according to claim 12 in which the viewing fields of said low and high resolution arrays are in contiguous overlapping relation with one another.
20. In a multi-resolution image scanning apparatus the combination of:
first array means for scanning a first image area with each scan; and second array means for scanning a second image area with each scan, said second image area being larger than said first image area whereby to provide plural image signals representative of different scanning resolutions.
21. The apparatus according to claim 20 in which said second array means includes:
a plurality of scanning elements, each of said scanning elements having an aperture for viewing said image, and masking means for masking off portions of said apertures whereby to provide weighted image signal outputs from said second array means.
22. In a multi-resolution image scanning apparatus, the combination of:
first and second image scanning arrays, the viewing area of said second array being greater than the viewing area of said first array whereby said first and second arrays view the image with different resolutions;
and means for substantially centering the viewing areas of said first and second arrays with one another whereby said first and second arrays scan overlapping areas of said image.
23. The apparatus according to claim 22 in which said centering means includes buffer means for temporarily storing the image signals output by the one of said arrays to first scan said image pending scanning of said image by the other of said arrays.
24. The apparatus according to claim 22 in which said centering means comprises optical means for focusing said first and second arrays onto said image at a common axis.
25. The apparatus according to claim 22 in which said centering means includes a common substrate for supporting said first and second arrays such that the linear axis of said first array is coaxial with the linear axis of said second array.
26. In a multi resolution image scanning apparatus, the combination of:
a first linear array for scanning one line of said image;
a second linear array for scanning plural lines of said image; and means for substantially centering the viewing area of said first array with the viewing area of said second array whereby said first and second arrays scan in overlapping fashion to produce image pixels of different resolution.
27. A method of processing image signals derived by raster scanning document originals, the steps comprising:
a) scanning said originals at low resolution and at high resolution simultaneously to produce streams of low resolution and high resolution image signals concurrently;
b) independently processing said streams of low and high resolution image signals to provide binary level image signals; and c) selecting one of said streams of low and high resolution binary level image signals in accordance with the imaginal content of the original being scanned.
28. The method according to claim 27 including the steps of:
descreening said low resolution image signals to provide unscreened image signals; and rescreening said unscreened image signals to provide said binary level image signals.
29. The method according to claim 27 including the steps of:
filtering said high resolution image signals to enhance said image signals; and thresholding said enhanced image signals to provide said binary level image signals.
30. The method according to claim 27 including the step of:
analyzing said high resolution image signals to determine the imaginal content of the original being scanned; and selecting one of said streams of low and high resolution binary level image signals in response to the imaginal content of the original being scanned as determined from said analyzing.
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Families Citing this family (65)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US4445185A (en) * 1980-05-08 1984-04-24 Chesebrough-Pond's Inc. Video inspection system
JPS5778275A (en) * 1980-11-01 1982-05-15 Canon Inc Signal processing method
JPS57142072A (en) * 1981-02-27 1982-09-02 Canon Inc Video signal processor
US4495522A (en) * 1981-07-07 1985-01-22 Konishiroku Photo Industry Co., Ltd. Recording apparatus and method of picture image
US4447830A (en) * 1981-09-10 1984-05-08 Xerox Corporation Image scanning apparatus and method
US4495422A (en) * 1981-11-27 1985-01-22 Xerox Corporation Illumination control for raster input scanners
US4433346A (en) * 1982-03-31 1984-02-21 Xerox Corporation Raster input scanner
DE3364212D1 (en) * 1982-11-30 1986-07-24 Toshiba Kk Picture signal processing system suitable for displaying continuous tone pictures
JPS59111471A (en) * 1982-12-17 1984-06-27 Ricoh Co Ltd Picture processor
JPH0683365B2 (en) * 1983-05-25 1994-10-19 キヤノン株式会社 Image processing device
EP0144315B1 (en) * 1983-06-03 1991-02-06 Gravure Association of America, Inc. Screen gravure engraving method for electromechanical engravers
JPS6091762A (en) * 1983-10-26 1985-05-23 Canon Inc Exposure control device
JPS60120482A (en) * 1983-12-02 1985-06-27 Canon Inc Picture signal processor
DE3444366C3 (en) * 1983-12-09 1994-12-22 Canon Kk Image processing device
JPH0614685B2 (en) * 1984-03-29 1994-02-23 株式会社東芝 Image signal processor
JPS60264162A (en) * 1984-06-13 1985-12-27 Canon Inc Picture input device
JPS616973A (en) * 1984-06-21 1986-01-13 Canon Inc Picture input device
JPS6110360A (en) * 1984-06-26 1986-01-17 Canon Inc Picture processing device
JPS6180971A (en) * 1984-09-28 1986-04-24 Fuji Xerox Co Ltd Picture signal processor
GB8425531D0 (en) * 1984-10-10 1984-11-14 Quantel Ltd Video image creation
JPS61114647A (en) * 1984-11-09 1986-06-02 Sharp Corp Picture reader
GB2170373B (en) * 1984-12-28 1989-03-15 Canon Kk Image processing apparatus
GB2170372B (en) * 1984-12-28 1989-04-19 Canon Kk Image processing apparatus
US4712141A (en) * 1985-03-30 1987-12-08 Dainippon Screen Mfg. Co., Ltd. Method and apparatus for interpolating image signals
DE3650486T2 (en) * 1985-04-13 1996-08-01 Quantel Ltd Video imaging systems
JPS61284177A (en) * 1985-06-10 1986-12-15 Canon Inc Image processor
JPS61290865A (en) * 1985-06-19 1986-12-20 Ricoh Co Ltd Half tone digital image processing device
US5177795A (en) * 1985-11-05 1993-01-05 Canon Kabushiki Kaisha Image processing apparatus
EP0538908A1 (en) * 1986-01-22 1993-04-28 Konica Corporation Image processing system with capability of enlarging and reducing operation
JPH0626439B2 (en) * 1986-04-18 1994-04-06 株式会社日立製作所 Image quality improvement device
US5175635A (en) * 1986-06-02 1992-12-29 Kabushiki Kaisha Toshiba Picture printing apparatus using multivalued patterns, binary patterns and dither patterns selectively
US4771279A (en) * 1987-07-10 1988-09-13 Silicon Graphics, Inc. Dual clock shift register
GB8718100D0 (en) * 1987-07-30 1987-09-03 Crosfield Electronics Ltd Image processing
US4912569A (en) * 1989-01-24 1990-03-27 Eastman Kodak Company Method for thresholding an image signal
US4918543A (en) * 1989-01-24 1990-04-17 Eastman Kodak Company Apparatus for thresholding an image signal
US5229868A (en) * 1989-08-25 1993-07-20 Matsushita Electric Industrial Co., Ltd. Method and apparatus for converting a line density of a bi-level image signal
JP2832052B2 (en) * 1989-12-28 1998-12-02 キヤノン株式会社 Image processing device
US5341228A (en) * 1990-12-04 1994-08-23 Research Corporation Technologies Method and apparatus for halftone rendering of a gray scale image using a blue noise mask
NL9100275A (en) * 1991-02-18 1992-09-16 Oce Nederland Bv METHOD FOR IMAGE PROCESSING, SCAN / PRINT SYSTEM FOR CARRYING OUT THE METHOD AND IMAGE SELECTION UNIT FOR APPLICATION IN THE SCAN / PRINT SYSTEM.
IL115166A (en) * 1991-04-30 1997-02-18 Scitex Corp Ltd Apparatus and method for descreening
WO1994022101A2 (en) * 1993-03-25 1994-09-29 Fits Imaging Method and system for image processing
GB2279199B (en) * 1993-06-18 1997-07-30 Ricoh Kk Image processing apparatus
US5703729A (en) * 1994-12-12 1997-12-30 Dainippon Screen Mfg. Co., Ltd. Image inputting apparatus
US6252676B1 (en) * 1997-06-04 2001-06-26 Agfa Corporation System and method for proofing
US6009214A (en) 1997-10-28 1999-12-28 Hewlett-Packard Company Multi-resolution color contact-type image sensing apparatus
DE19754488A1 (en) * 1997-12-09 1999-06-10 Thomas Dr Wagner Optic or electronic document recognition device
US6181829B1 (en) * 1998-01-21 2001-01-30 Xerox Corporation Method and system for classifying and processing of pixels of image data
US6222641B1 (en) 1998-07-01 2001-04-24 Electronics For Imaging, Inc. Method and apparatus for image descreening
US6226107B1 (en) * 1998-07-15 2001-05-01 Mustek System Inc. Multi-resolution scanners
GB2349766B (en) * 1999-02-11 2003-07-16 Fujifilm Electronic Imaging Scanning method
US6683702B1 (en) 1999-07-07 2004-01-27 Xerox Corporation Compact-dot reproduction of scanned halftone screens
TW475330B (en) * 1999-10-29 2002-02-01 Hewlett Packard Co Photosensor array with multiple different sensor areas
US7187475B1 (en) * 2000-09-28 2007-03-06 Zoran Corporation System and method for a robust de-screening filter
US7085422B2 (en) * 2002-02-20 2006-08-01 International Business Machines Corporation Layer based compression of digital images
US7148998B2 (en) * 2002-05-31 2006-12-12 Hewlett-Packard Development Company, L.P. System and method for automatic descreening of digital images
US7034317B2 (en) * 2002-12-17 2006-04-25 Dmetrix, Inc. Method and apparatus for limiting scanning imaging array data to characteristics of interest
US7079687B2 (en) * 2003-03-06 2006-07-18 Seiko Epson Corporation Method and apparatus for segmentation of compound documents
US7639392B2 (en) * 2003-03-28 2009-12-29 Infoprint Solutions Company, Llc Methods, systems, and media to enhance image processing in a color reprographic system
KR101287452B1 (en) * 2006-09-01 2013-07-19 삼성전자주식회사 Electrophotographic image forming apparatus and halftoning revision method thereof
JP4803288B2 (en) * 2009-08-12 2011-10-26 コニカミノルタビジネステクノロジーズ株式会社 Pixel interpolation device, pixel interpolation method, and image reading device
US9625258B2 (en) 2011-06-06 2017-04-18 3Shape A/S Dual-resolution 3D scanner
US20140136628A1 (en) * 2012-11-09 2014-05-15 Outbox, Inc. Snail to electronic mail conversion
JP5995817B2 (en) * 2013-10-30 2016-09-21 京セラドキュメントソリューションズ株式会社 Image reading apparatus, image forming apparatus, image reading method, and image reading program
US20150163375A1 (en) * 2013-12-11 2015-06-11 Ricoh Company, Ltd. Binary periodic to multibit aperiodic halftone and resolution conversion
US9760980B1 (en) * 2015-03-25 2017-09-12 Amazon Technologies, Inc. Correcting moiré pattern effects

Family Cites Families (12)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
GB1333838A (en) * 1971-06-24 1973-10-17 Hawker Siddeley Dynamics Ltd Viewing systems
GB1422341A (en) * 1972-04-27 1976-01-28
DE2519241A1 (en) * 1975-04-30 1976-11-18 Ver Flugtechnische Werke ARRANGEMENT FOR PROCESSING IMAGE INFORMATION
US4004079A (en) * 1975-11-14 1977-01-18 Optronics International, Inc. Method and apparatus for dual resolution photographic reproduction of line and continuous tone graphic materials
US4110795A (en) * 1976-12-20 1978-08-29 Litton Systems, Inc. Method of graphic data redundancy reduction in an optical facsimile system
US4149090A (en) * 1977-05-02 1979-04-10 Xerox Corporation Crossover arrangement for multiple scanning arrays
US4149091A (en) * 1977-05-02 1979-04-10 Xerox Corporation Scanning apparatus
US4122352A (en) * 1977-05-02 1978-10-24 Xerox Corporation Scanning array configuration
US4192015A (en) * 1978-03-06 1980-03-04 Bell Telephone Laboratories, Incorporated Optical image sensor semiconductor apparatus
US4193087A (en) * 1978-05-22 1980-03-11 Altman Associates, Inc. System for automatically digitizing engineering drawings
US4193092A (en) * 1978-06-21 1980-03-11 Xerox Corporation Image interpolation system
US4194221A (en) * 1978-12-26 1980-03-18 Xerox Corporation Automatic multimode continuous halftone line copy reproduction

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