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Graded facsimile image signal coding system    
United States Patent4652935   
Link to this pagehttp://www.wikipatents.com/4652935.html
Inventor(s)Endoh; Toshiaki (Tanashi, JP); Yamazaki; Yasuhiro (Machida, JP)
AbstractA graded facsimile image signal coding system is disclosed which is provided with means for distributing a multi-graded facsimile picture signal, represented by 2.sup.n gradation levels, into n bit planes corresponding to n digits; initial encoding means for detecting, from picture elements forming each bit plane, picture elements at intervals of .DELTA.X picture elements on every .DELTA.Y-th line and encoding the detected picture elements; and additional coding means for further coding each one of said encoded picture elements with reference to encoded four picture elements positioned around said one picture element to be coded.
   














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Drawing from US Patent 4652935
Graded facsimile image signal coding system - US Patent 4652935 Drawing
Graded facsimile image signal coding system
Inventor     Endoh; Toshiaki (Tanashi, JP); Yamazaki; Yasuhiro (Machida, JP)
Owner/Assignee     Kokusai Denshin Denwa Kabushiki Kaisha (Tokyo, JP)
Patent assignment
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Publication Date     March 24, 1987
Application Number     06/833,370
PAIR File History     Application Data   Transaction History
Image File Wrapper   Patent Term   Fees
Litigation
Filing Date     February 25, 1986
US Classification     358/426.11 382/232 382/239
Int'l Classification     H04N 001/40
Examiner     Coles Sr.; Edward L.
Assistant Examiner    
Attorney/Law Firm     Burns; Robert E. Lobato; Emmanuel J. , Adams; Bruce L. ,
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Parent Case    
Priority Data     Mar 04, 1985[JP]60-41084
USPTO Field of Search     358/260 358/261 358/263 358/284 358/280 358/133 358/138 364/518 382/56
Patent Tags     graded facsimile image signal coding
   
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4598372
McRoberts
345/555
Jul,1986

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4578704
Gharavi
348/409.1
Mar,1986

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4414580
Johnsen
358/426.11
Nov,1983

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4266249
Chai
358/426.16
May,1981

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4150401
Yamamoto
382/299
Apr,1979

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What we claim is:

1. A graded facsimile image signal coding system, comprising means for distributing a multi-graded facsimile picture signal, represented by 2.sup.n gradation levels, into n bit planes corresponding to n digits; initial encoding means for detecting, from picture elements forming each bit plane, picture elements at intervals of .DELTA.X picture elements on every .DELTA.Y-th line and encoding the detected picture elements; and additional encoding means for further encoding each one of said encoded picture elements with reference to encoded four picture elements positioned around said one picture element to be encoded.

2. A graded facsimile image signal coding system according to claim 1, in which said additional encoding means comprises mode-1 encoding means for encoding, by referring to four of the encoded picture elements, a picture element surrounded by the four reference picture elements and lying centrally thereof; and mode-2 encoding means for encoding, by referring to four picture elements encoded by the initial encoding means and the mode-1 encoding means, a picture element surrounded by the four picture elements lying above and below it and on its left and right; wherein the initial encoding and mode-1 and mode-2 encoding are effected for each of the n bit planes, using 2.sup.n (where n is an integer) as an initial value of each of the .DELTA.X and .DELTA.Y and thereafter the mode-1 and mode-2 encoding operations are repeated with the values of the .DELTA.X and .DELTA.Y reduced by half.

3. A graded facsimile image signal coding system according to claim 2, in which said mode-1 encoding means and said mode-2 encoding means are formed so as to successively perform for each ones of a plurality of categories of said encoded picture elements, said categories being determined in accordance with the number of black picture elements in said four reference picture elements.
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BACKGROUND OF THE INVENTION

The present invention relates to a facsimile signal coding system which permits the receiving station to freely select the quality of a reproduced image, and more particularly to a facsimile signal coding system of particular utility when employed in conversational image communication or image data base retrieval which combines a facsimile terminal with a display unit.

Conventional facsimile communication is paper-to-paper communication and is usually intended to obtain a hard copy. However, there is a tendency that the demand for image processing will be diversified in the future, but at present, the prior art does not possess functions which cope with such a situation.

It is considered that the diversification of facsimile communication will involve the combined use of a facsimile terminal and a display unit for conversational image communication and video data base retrieval. In such conversational image communication, for realizing a smooth conversation in the case of graphic information having a large amount of data, a progressive coding system which provides a rough display of the entire image on a display in as early a stage as possible and then gradually improves the picture quality is more effective than a conventional image coding system which successively reproduces complete pictures along scanning lines from the top to the bottom of the image.

With the sequential progressive coding system, the receiver can decide, from the rough display, whether the information being transmitted is desired one, and if not, he can stop the subsequent unnecessary data transmission. If the information is desired one, then its image quality is improved until the receiver is satisfied, and if necessary, a hard copy of the picture at that time can also be obtained. Thus, the progressive coding system is a coding system that permits the selection of picture quality, a rapid retrieval and curtailment of communication costs, and hence is suitable for interactive image communication. Especially, the sequential progressive coding system is effective for a graded image since it has a large amount of information.

The quality of the graded image depends upon resolution and the number of gradation levels. Accordingly, one possible method for progressively improving the image quality by the progressive coding system is to gradually enhance resolution, and the other is to gradually increase the number of gradation levels. Conventional progressive coding systems for a graded image employ the method of gradually increasing only the number of gradation levels, the method of gradually improving resolution alone or a method of simultaneously increasing the number of gradation levels and resolution in accordance with predetermined algorithms. None of the prior art progressive coding systems is capable of increasing the number of gradation levels and raising resolution independently of each other.

SUMMARY OF THE INVENTION

An object of the present invention is to provide a progressive coding system for a graded image which is capable of increasing the number of gradation levels and improving resolution independently of each other so as to obviate the above defect of the prior art.

To attain the above object of the present invention, there is proposed a graded facsimile image signal coding system, comprising means for distributing a multi-graded facsimile picture signal, represented by 2.sup.n gradation levels, into n bit planes corresponding to n digits; initial encoding means for detecting, from picture elements forming each bit plane, picture elements at intervals of .DELTA.X picture elements on every .DELTA.Y-th line and encoding the detected picture elements; and additional coding means for further coding each one of said encoded picture elements with reference to encoded four picture elements positioned around said one picture element to be coded.

BRIEF DESCRIPTION OF THE DRAWINGS

The present invention will be described in detail below with reference to the accompanying drawings, in which:

FIG. 1 is a schematic perspective view for explaining the division of an image by a bit plane system for use in the present invention;

FIGS. 2A and 2B are diagrams each explanatory of the relationship between each plane and gradation for use in the present invention;

FIG. 3 is a block diagram illustrating an embodiment of the present invention;

FIGS. 4, 5, 6A, 6B, 7A, 7B, 7C 7D, 8A, 8B, 8C and 8D are diagrams showing picture element arrangement patterns for explaining the principles of encoding for use in the present invention;

FIG. 9 is a block diagram illustrating an example of an encoding sequence controller used in the present invention;

FIG. 10 is a block diagram illustrating an example of an encoder employed in the present invention;

FIG. 11 is a block diagram illustrating an example of a decoder for decoding an encoded signal according to the present invention;

FIG. 12 is a block diagram illustrating an example of a plane determination circuit for used in the circuit depicted in FIG. 11; and

FIG. 13 is a block diagram illustrating an example of a progressive decoder utilized in the circuit shown in FIG. 11.

DETAILED DESCRIPTION

The principle of the present invention will first be described.

Now, let it be assumed that an original image to be encoded is a multilevel image having 2.sup.N gradation levels with each picture element represented by N bits. The following description will be given of a case where the value N is 4.

At first, an image of one frame is resolved by a bit plane system into four binary image planes as depicted in FIG. 1. The value of each bit plane is determined to be "0" (a white picture element) or "1" (a black picture element) according to the value of the gradation of the picture element. FIG. 2 shows two examples of this determination.

FIG. 2A is a diagrammatic representation of the value of the gradation of the original picture element by binary signals. For instance, when the gradation is 8, the binary signals are "0111". The bit planes 1, 2, 3 and 4 are sequentially assigned the signals, starting at the MSB, and hence assume values "0", "1", "1", "1" and "1", respectively. However, the method using the binary signals described above has a defect of involving many change points.

FIG. 2B shows an example in which a binary signal is assigned to each gradation level with a view for minimizing the number of change points in the representation of 2.sup.4 gradation levels. This method provides for enhanced coding efficiency.

Accordingly, the following description will be given on the assumption that the method shown in FIG. 2B is employed.

At the receiving side the binary image can be reproduced by receiving information of the plane 1 at first. That is, it is necessary only to display the signals "0" and "1" corresponding to white and black picture elements, respectively. Then, by receiving information of the plane 2 and combining it with the already received information of the plane 1, an image of four gradation levels can be reproduced. Let the four gradation levels be represented by "brightness 4", "brightness 3", "brightness 2" and "brightness 1" in order of brightness, beginning with the highest. Thus it is necessary only to display "brightness 1" when the information of the planes 1 and 2 is the value of "1", "brightness 2" when the information of the plane 1 is the value of "1" and the information of the plane 2 the "0", "brightness 3" when the information of the planes 1 and 2 is the value of "0" and "brightness 4" when the information of the plane 1 is the value of "0" and the information of the plane 2 is the value of "1". Similarly, by receiving information of the plane 3 and combining it with the information of the planes 1 and 2 already received, an image of eight gradation levels can be reproduced. Furthermore, by receiving information of the plane 4 and combining it with the already received information of the planes 1, 2 and 3, an image of 16 gradation levels can be reproduced. In this way, the number of gradation levels can be selected in dependence upon to which plane information is received.

Each binary-coded plane is encoded by a progressive coding system for a binary image described later. For convenience of description, let it be assumed that the original picture has the resolution of sixteen picture elements/mm. With the progressive coding system for a binary image, it is possible to gradually improve the quality of the received image by receiving a rough image at first and then receiving additional information. For example, encoded information of an image with the resolution of one picture element/mm, thinned out of the original image at intervals of sixteen picture elements both lengthwise and breadthwise thereof, is received at first. Next, additional information is received for the image having the resolution of 1 picture element/mm, obtaining an image with a resolution of 2 picture elements/mm. Furthermore, additional encoding information is received for the image with the resolution of 2 picture elements/mm, obtaining an image having a resolution of 4 picture elements/mm. By similar operations images with resolutions of 8 picture elements/mm and 16 picture elements/mm can be obtained. By encoding the original image with such a progressive coding system, the resolution of the received image can be selected depending upon to which additional information is received.

The number of gradation levels can be selected depending upon to which plane information is received, and the resolution of the picture can also be selected depending upon to which additional encoding information of the progressive coding scheme for a binary image is received. Thus, this system is a progressive coding scheme for a graded image which enables the number of gradation levels and resolution to be increased independently of each other.

The resolution and the gradation representing ability of terminals which access an image data base center are not always common to them. Accordingly, in case of sending the same image data, the situation may sometimes arise where it is necessary to send an image of high resolution to some terminals and an image of high gradation to some other terminals. In such a case, if the conventional coding system is used, it will be necessary to store the original image and encode it each time in accordance with the ability of each receiving terminal. This calls for many memories and complex processing steps. With the coding system of the present invention, however, the process involved is simplified and the storage capacity used is reduced by storing images in the data base through a method described below.

Table 1 shows a method of storing encoding information of images. At first, encoding information of an image having a resolution of 1 picture element/mm, thinned out of the original image at intervals of 16 picture elements lengthwise and breadthwise thereof, is stored in conjunction with the plane 1. Next, additional encoding information is stored which is needed for improving the 1 picture element/mm resolution of the image to 2 picture elements/mm. In a similar manner, additional encoding information for raising the resolution of the image to 4 picture elements/mm, additional encoding information for improving the resolution of the image to 8 picture elements/mm and additional encoding information for raising the resolution of the image to 16 picture elements/mm are sequentially stored. Likewise, encoding information is stored for the planes 2, 3 and 4, as shown in Table 1.

For example, in the case of displaying on a receiving terminal an image having a resolution of 8 picture elements/mm and 8 gradation levels, it will suffice to receive encoding information 1, 2, 3, 4, 6, 7, 8, 9, 11, 12, 13 and 14. By displaying the received information at the receiving terminal each time, it is possible to implement a method of providing a general or rough display of the whole image at an early stage and then improving its image quality as referred to previously. The order of reception of information is not limited specifically to the encoding information 1, 2, 3, 6, 7, 8, 9, 11, 12, 13, 14 but may also be the encoding information 1, 6, 11, 2, 7, 12, 3, 8, 13, 4, 9, 14. In the case of the former, an image of high resolution can be obtained at a relatively early point of time and thereafter the gradation increases. In contrast thereto, in the case of the latter, an image of high gradation is obtained and then its resolution improves.

TABLE 1 ______________________________________ Resolution of Image Plane 1 Plane 2 Plane 3 Plane 4 ______________________________________ 1 picture element/mm 1 6 11 16 2 picture elements/mm 2 7 12 17 4 picture elements/mm 3 8 13 18 8 picture elements/mm 4 9 14 19 16 picture elements/mm 5 10 15 20 ______________________________________

Next, FIG. 3 illustrates an example of the circuit arrangement for emboding the coding system of the present invention. In the description given below of this example the number of gradations of the original image is 16 (4 bits).

FIG. 3 shows an example of an encoding circuit. Reference numerals 1 and 2 indicate input terminals, 11 a bit distributer, 12 a table, 13 an address control circuit, 21, 22, 23 and 24 one-frame memories, 31 an encoding sequence controller, 41 a progressive encoder, 51 an output terminal and 61, 62, 63 and-64 gates. A detailed description will be given of operations of the circuit depicted in FIG. 3. From the input terminal 1 signals of an original image to be encoded are sequentially received, for each picture element, in order from left to right and top to bottom, starting at the top left-hand corner of the original image. The input signals are transferred to the bit distributor 11, wherein each picture element represented by four bits is split into four 1-bit signals through utilization of the table 2. The bit signals are provided to the one-frame memories 21, 22, 23 and 24, respectively. The table 12 is such, for example, as shown in Table 2. Table 2 shows signal values which are provided to the one-frame memories for each gradation signal. For instance, when the image received from the input terminal has a value "6", the one-frame memories (A)21, (B)22, (C)23 and (D)24 are supplied with signals "1", " 0", "1" and "0", respectively. The address control circuit 13 specifies the coordinates of the one-frame memories 21, 22, 23 and 24 where to store the bit signals from the bit distributer 11. In each of one-frame memories 21, 22, 23 and 24 information of one image frame is stored, under control of the address control circuit 13, in the same order as that in which the signals are read out of the original picture (i.e. from left to right and top to bottom, starting at the upper left-hand corner of the original image. Upon completion of the information transfer to the one-frame memories 21, 22, 23 and 24, the progressive encoder 41 starts its encoding operation. The encoding sequence controller 31 has prestored therein the sequence of encoding from the input terminal 2. By enabling any one of the gates 61 to 64 in accordance with the prestored encoding sequence, the encoding sequence controller 31 selects the plane to be encoded and at the same time controls the progressive encoder 41. Encoded information from the progressive encoder 41 is delivered from the output terminal 51.

TABLE 2 __________________________________________________________________________ One-Frame Memories Gradation Signals (Planes) 0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 __________________________________________________________________________ A 1 1 1 1 1 1 1 1 0 0 0 0 0 0 0 0 B 1 1 1 1 0 0 0 0 0 0 0 0 1 1 1 1 C 1 1 0 0 0 0 1 1 1 1 0 0 0 0 1 1 D 1 0 0 1 1 0 0 1 1 0 0 1 1 0 0 1 __________________________________________________________________________

A detailed description will hereinafter be given, with reference to the drawings, of algorithms of the progressive coding system for an image represented by the binary signals.

FIGS. 4 to 8 are diagrams conceptually showing the picture element coding sequence according to the present invention. FIG. 4 is a diagrammatic showing of nine lines l.sub.m to l.sub.m+2.DELTA.Y extracted from a certain part of a picture element signal.

(i) According to the present invention, picture elements marked with double circles, which are spaced apart .DELTA.X=2.sup.n (where n=1, 2, 3, . . . ) picture elements in a lateral direction (on scanning lines) and .DELTA.Y=2.sup.n (where n=1, 2, 3, . . . ) picture elements in a vertical directions, are detected, and they are linked together without being divided for each line and encoded into run-length codes. FIG. 4 shows a case where n=2, that is, where every four picture elements are detected on every fourth line.

(ii) Next, picture elements marked with crosses are encoded and in this case, the picture elements marked with double circles are referred to. That is to say, for the encoding of the cross-marked picture elements, four already-coded double-circled picture elements are referred to which are spaced apart from the cross-marked picture element by .DELTA.X/2 in the lateral direction and .DELTA.Y/2 in the vertical direction, as shown in FIG. 5. What is intended to mean by "referred to" is to judge the amount of information which is given to the quality of the cross-marked picture element to be encoded. The four double-circled reference picture elements assume the following five statuses:

Status 0: the four picture elements are all white picture elements.

Status 1: only one of the four picture elements is a black picture element.

Status 2: two of the four picture elements are black picture elements.

Status 3: three of the four picture elements are black picture elements

Status 4: the four picture elements are all black picture elements.

Of the above statuses, the cross-marked picture element in the status 2 is considered to correspond to the contour of an image since two picture elements are white and other two picture elements are black, and the picture quality is greatly affected depending upon whether the cross-marked picture element lying at the center is white or black. Accordingly, if the cross-marked picture element in the status 2 is coded and transmitted prior to the other picture elements, then the picture quality at the receiving side can be markedly improved. From such a point of view, according to the present invention, picture elements are encoded in the order of status 2--status 3--status 1--status 4--status 0.

In the status 0 and the status 4, if an interpolation process (a sort of prediction) is carried out at the receiving side, then it is very likely that the cross-marked picture element is interpolated to white in the status 0 and to black in the status 4; therefore, its encoding may also be omitted in some cases.

The mode of encoding in a case where the double-circled picture elements lie at the four corners of the square, as shown in FIG. 5, will hereinafter be referred to as the mode 1, and this mode for each status N (where N=0, . . . , 5) will hereinafter be called the mode 1-N.

(iii) Next, picture elements marked with triangles in FIG. 4 are each encoded by referring to the double-circled and cross-marked picture elements already encoded. In this case, the reference picture elements lie above and below the triangle-marked picture element to be encoded and on the right and the left thereof at distances therefrom of .DELTA.X/2 and .DELTA.Y/2, as shown in FIG. 6. This mode of encoding will hereinafter be referred to as the mode 2. The statuses which the reference picture elements can assume are the same as the aforementioned statuses 0 to 4, and the encoding sequence for the triangle-marked picture elements, taking into account the statuses of the reference picture elements, is also the same as described above. The mode of encoding in each status will hereinafter be referred to as the mode 2-N (where N=0, . . . 4).

(iv) Next, picture elements marked with single circles in FIG. 4 are encoded. FIGS. 7A to 7D show the patterns of reference picture elements in the case of the mode 1, and the reference picture elements lie distant .DELTA.X/2 and .DELTA.Y/2 from the single-circled picture element to be encoded. That is to say, it is necessary only to reduce the distance of extraction of the reference picture elements by half in the procedure of encoding the cross-marked picture elements.

(v) Finally, blank picture elements in FIG. 4 are encoded. FIGS. 8A to 8D show the patterns of reference picture elements in this case. In the encoding mode 2, the distance from the picture element to be encoded to each reference picture element is 1/2 that in the case of encoding the triangle-marked picture element.

The encoding operations in the mode 1 and the mode 2 are repeated, with the intervals between the reference picture elements reduced by half, as described above. When the intervals between them becomes 2.sup.1, it means completion of the encoding of all picture elements.

While in the example shown in FIG. 4 the values .DELTA.X and .DELTA.Y are selected so that 2.sup.2 =4, the value n in the 2.sup.n is arbitrarily selectable. Further, the .DELTA.X and 66 Y need not always be set to the same value; namely, it is necessary only that when the interval between the reference picture elements becomes 2, the interval between reference picture in that direction be fixed to 2 and the encoding in the mode 1 and the mode 2 be carried out until the interval between reference picture elements in the other direction becomes 2.

Details of the above-described coding procedures are as follows:

Procedure 1-1: .DELTA.X and .DELTA.Y are determined by 2.sup.n (where n=1, 2, 3, 4, . . . )

Procedure 1-2: Letting the coordinates of picture elements be represented by P (X..DELTA.X+1, Y..DELTA.X+1) (where X, Y=0, 1, . . . ), the picture elements P are linked together from left to right and top to bottom without being divided for each line, and they are encoded into run-length codes.

Procedure 1-3: Encoding takes place in accordance with algorithms shown in Procedures 2-1 to 2-10 described later.

Procedure 1-4: .DELTA.X is set to .DELTA.X/2, and Y is set to .DELTA.Y/2.

Procedure 1-5: If .DELTA.X and .DELTA.Y are both 1 (2 at the end of the Procedure 1-3), then encoding is finished, and if not, the operation proceeds to the Procedure 1-3.

Procedures 2-1 to 2-10 are as follows:

Procedure 2-1: Picture elements in the mode 1-2 are encoded. All picture elements which are in the mode 1-2 are all linked together one after another without being divided for each line, and they are encoded into run-length codes. The encoding is effected on the assumption, as an initial condition, that a black picture element in the mode 1-2 virtually exists at the head of the picture.

Procedure 2-2: Picture elements in the mode 1-3 are encoded. All picture elements which are in the mode 1-3 are all linked together one after another without being divided for each line, and they are encoded into run-length codes. The encoding is effected on the assumption, as an initial condition, that a black picture element in the mode 1-3 virtually exists at the head of the picture.

Procedure 2-3: Picture elements in the mode 1-1 are encoded. All picture elements which are in the mode 1-1 are all linked together one after another without being divided for each line, and they are encoded into run-length codes. The encoding is effected on the assumption, as an initial condition, that a white picture element in the mode 1-1 virtually exists at the head of the picture.

Procedure 2-4: Picture elements in the mode 1-4 are encoded. All picture elements which are in the mode 1-4 are all linked together one after another without being divided for each line, and they are encoded into run-length codes. The encoding is effected on the assumption, as an initial condition, that a black picture element in the mode 1-4 virtually exists at the head of the picture.

Procedure 2-5: Picture elements in the mode 1-0 are encoded. All picture elements which are in the mode 1-0 are all linked together one after another without being divided for each line, and they are encoded into run-length codes. The encoding is effected on the assumption, as an initial condition, that a white picture element in the mode 1-0 virtually exists at the head of the picture.

Procedure 2-6: Picture elements in the mode 2-2 are encoded. All picture elements which are in the mode 2-2 are all linked together one after another without being divided for each line, and they are encoded into run-length codes. The encoding is effected on the assumption, as an initial condition, that a black picture element in the mode 2-2 virtually exists at the head of the picture.

Procedure 2-7: Picture elements in the mode 2-3 are encoded. All picture elements which are in the mode 2-3 are linked together one after another without being divided for each line, and they are encoded into run-length codes. The encoding is effected on the assumption, as an initial condition, that a black picture element in the mode 2-3 virtually exists at the head of the picture.

Procedure 2-8: Picture elements in the mode 2-1 are encoded. All picture elements which are in the mode 2-1 are linked together one after another without being divided for each line, and they are encoded into run-length codes. The encoding is effected on the assumption, as an initial condition, that a white picture element in the mode 2-1 virtually exists at the head of the picture.

Procedure 2-9: Picture elements in the mode 2-4 are encoded. All picture elements which are in the mode 2-4 are linked together one after another without being divided for each line, and they are encoded into run-length codes. The encoding is effected on the assumption, as an initial condition, that a black picture element in the mode 2-4 virtually exists at the head of the picture.

Procedure 2-10: Picture elements in the mode 2-0 are encoded. All picture elements which are in the mode 2-0 are linked together one after another without being divided for each line, and they are encoded into run-length codes. The encoding is effected on the assumption, as an initial condition, that a white picture element in the mode 2-0 virtually exists at the head of the picture.

Next, codes for use in each encoding procedure will be exemplified. A code assignment table for use in Procedure 1-2 is shown in Table 3.

TABLE 3 ______________________________________ code .DELTA.X .times. .DELTA.Y white run black run ______________________________________ 16 .times. 16 WYLE 1-2 8 .times. 8 WYLE 1-2 4 .times. 4 1-2 1-2 2 .times. 2 WYLE MH(W) ______________________________________

In Table 3, MH(W) means a code for a white run of the MH coding scheme, and WYLE known WYLE codes. Table 4 shows terminating codes of MH(W), Table 5 makeup codes and Table 6 WYLE codes.

Incidentally, 1-2 in Table 3 is a code peculiar to the present invention. In the case of it being expressed by "N-2", when the run length is within the range of 1 to 2.sup.N-1, an N-bit code is used, and when the run length exceeds N.sup.N-1 +1, a required number of bits are added by steps of two (one of which is a flag bit). Table 7 shows its example.

TABLE 4 ______________________________________ Run length MH (W) ______________________________________ 0 00110101 1 000111 2 0111 3 1000 4 1011 5 1100 6 1110 7 1111 8 10011 9 10100 10 00111 . . . . . . 60 01001011 61 00110010 62 00110011 63 00110100 ______________________________________

TABLE 5 ______________________________________ Run length MH (W) ______________________________________ 64 11011 128 10010 192 010111 256 0110111 320 00110110 . . . . . . 1600 010011010 1664 011000 1728 010011011 ELO 000000000001 ______________________________________

TABLE 6 ______________________________________ Run length WYLE CODE (* is a binary number ______________________________________ 1 to 2 0* 3 to 6 10** 7 to 14 110*** 15 to 30 1110**** 31 to 62 11110***** . . . . . . ______________________________________

TABLE 7 ______________________________________ Run length 1-2 code (*is a binary number) ______________________________________ 1 0 2 to 3 10* 4 to 7 110** 8 to 15 1110*** 16 to 31 11110**** 32 to 63 111110***** . . . . . . ______________________________________

codes for Procedure 1-3 are used properly in accordance with the code assignment shown in Table 8, for instance. In the table, NON means the encoding of white of a picture signal into a "0" and black into a "1", and the table is identical in contends with Table 1 except in this regard.

TABLE 8 ______________________________________ mode .DELTA.X .times. white, .DELTA.Y black status 0 status 1 status 2 status 3 status 4 ______________________________________ 16 .times. 16 1-white- MH(W) 2-2 1-2 NON 1-2 16 .times. 16 1-black- 1-2 1-2 1-2 NON WYLE 16 .times. 16 2-white- MH(W) SYLE 1-2 1-2 1-2 16 .times. 16 2-black- 1-2 1-2 2-2 1-2 1-2 8 .times. 8 1-white- MH(W) 1-2 1-2 1-2 1-2 8 .times. 8 1-black- 1-2 1-2 1-2 1-2 1-2 8 .times. 8 2-white- WYLE WYLE 1-2 1-2 1-2 8 .times. 8 2-black- 1-2 1-2 1-2 2-2 WYLE 4 .times. 4 1-white- WYLE 1-2 NON 1-2 1-2 4 .times. 4 1-black- 1-2 1-2 NON 1-2 WYLE 4 .times. 4 2-white- 11-2 WYLE NON 1-2 1-2 4 .times. 4 2-black- 1-2 1-2 NON WYLE WYLE 2 .times. 2 1-white- WYLE WYLE 1-2 1-2 1-2 2 .times. 2 1-black- 1-2 1-2 1-2 WYLE 8-2 2 .times. 2 2-white- WYLE WYLE NON 1-2 1-2 2 .times. 2 2-black- 1-2 1-2 NON WYLE 11-2 ______________________________________

With reference to the drawings, the encoding sequence controller 31 will hereinafter be described in detail. FIG. 9 illustrates an example of the circuit arrangement of the encoding sequence controller 31. Reference numeral 81 indicates an encoding sequence controller, 182 an encoding sequence table, 83 an encoding mode controller A which effects control for encoding of the contents of the one-frame memory A and 84, 85 and 86 encoding mode controller for the one-frame memories B, C and D. The encoding mode controller 83, 84, 85 and 86 each store information of the .DELTA.X and .DELTA.Y encoding modes to thereby store the stage to which the contents of the corresponding one-frame memory has been encoded. In the encoding sequence table 82 is prestored the sequence of encoding operation. An example is shown in Table 9. The encoding sequence controller 81 instructs the encoding mode controllers 83, 84, 85 and 86 for encoding in accordance with the sequence stored in the encoding sequence table 82. For instance, let it be assumed that the encoding sequence table 82 has set therein such a table as shown in Table 9 and that the encoding operation has already been completed to the encoding sequence 10. The encoding sequence controller 81 reads the contents of the encoding sequence 11 from the encoding sequence table 82. In order to encode the plane C in accordance with the readout contents, the encoding sequence controller 81 enables the gate 63 and at the same time instructs the encoding mode controller C85 to perform encoding from status 0 to 4 in the mode 1 with .DELTA.X=4 and .DELTA.Y=4. The encoding mode controller C85 carries out the encoding operation as instructed by the encoding sequence controller 81 and, upon completion of the encoding operation, sends out an end signal to the encoding sequence controller 81. Upon receiving the end signal, the encoding sequence controller 81 disables the gate 63 and reads out the contents of the encoding sequence 12 from the encoding sequence table 82 for effecting the next encoding operation. When all the contents of the encoding sequence table 82 have all be processed and the encoding operation of all the contents of the four one-frame memories 83, 84, 85 and 86 has been completed, all encoding operations are finished.

TABLE 9 ______________________________________ Encoding Sequence Plane .DELTA.X .DELTA.Y Mode Status ______________________________________ : 10 B 4 4 2 0 to 4 11 C 4 4 1 0 to 4 12 C 4 4 2 0 to 4 14 A 2 2 1 0 to 4 : : ______________________________________

TABLE 10 ______________________________________ Plane Code ______________________________________ A 00 B 01 C 10 D 11 ______________________________________

FIG. 10 illustrates an example of the encoder 41. Reference numeral 101 identifies a one-frame memory for storing an image to be encoded, 102 an encoding mode control circuit for controlling a code, 111 a .DELTA.X-.DELTA.Y memory for storing the values of .DELTA.X and .DELTA.Y, 112 a mode selection memory, 113 a status selection memory, 121 a reference picture element detector for extracting the values of four reference picture elements from the one-frame memory; 122 and 123 picture element detectors for detecting from the one-frame memory 101 the values of picture elements to be encoded; 131, 132, 133 and 134 memories for storing the values of the four reference picture elements; 135 a memory for storing the value of a picture element to be encoded; 141 a counter for calculating the sum total of the values of the four reference picture elements; 142 a comparator for comparing a signal from the status select circuit 113 with the contents of the counter 141; 143, 144, 145 and 146 gate circuits; 151 a run-length encoder and 161 an output terminal.

In practice, four one-frame memories are employed as shown in FIG. 3, but it is assumed, for convenience of description, that the one-frame memory 101 is identical with the one-frame memory (one of the one-frame memories 83 to 86) which is connected directly to one of the gates 61 to 64 which is open at that time.

Furthermore, four encoding mode controllers are used as depicted in FIG. 9, but it is assumed, for convenience of description, that the encoding control circuit 102 is identical with the encoding mode control circuit (one of the encoding mode controllers 83 to 86) which is in operation in accordance with an encoding instruction from the encoding sequence controller 81 at that time.

The following will describe in detail the operation of the circuit depicted in FIG. 10. An image to be encoded is stored, as an initial state, in the one-frame memory 101. At this time, a white picture element is represented by a value of "0" and a black picture element by a value of "1". Furthermore, the encoding mode control circuit 102 stores the values of first .DELTA.X and .DELTA.Y in the .DELTA.X, .DELTA.Y memory 111, a value of "0" in the mode selection memory 112 and a value of "0" in the status selection memory 113.

The operation starts with the encoding by Procedure 1-2 in such a manner as follows: The encoding mode control circuit 102 first provides a plane indicating code to the output terminal 161. An example of plane indicating codes are shown in Table 10. For example, in the case of encoding the plane C at that time, a code "10" is provided. The encoding mode control circuit 102 opens the gate 144. The content of the .DELTA.X, .DELTA.Y memory 111 is transferred to the picture element detector 122. The picture element detector 122 successively reads out from the one-frame memory (in order from left to right and from top to bottom of the image frame) 101 the values of picture elements which are to be encoded by Procedure 1-2 and, transfers them to the run-length encoder 151. The run-length encoder 151 determines the use of Table 1 (the code table which is used in Procedure 1-2), since the signals from the mode selection memory 112 and the status selection memory 113 are both the value "0", and further, it determines, on the basis of the values of .DELTA.X and .DELTA.Y from the .DELTA.X, .DELTA.Y memory 111 and Table 1, which code table is to be used for run-length encoding, thereafter encoding picture signals which are sent from the picture element detector 122.

Upon completion of the extraction of all the picture elements to be encoded, the picture element detector 122 provides a signal on each of input lines P.sub.151 and P.sub.102 of the run-length encoder 151 and the encoding mode control circuit 102. Upon reception of the signal from the input line P.sub.151, the run-length encoder 151 performs an encoding termination process. On the other hand, the encoding mode control circuit 102 verfies, by the reception of the signal from the input line P.sub.102, that the encoding process by Procedure 1-2 has been finished. The encoding mode control circuit provides the plane indicating code to the output terminal 161. Then it closes the gate 144 and provides a "1" to the mode selection memory 112 and a "2" to the status selection memory 113, thereafter opening the gates 145 and 146.

By receiving the values of .DELTA.X and .DELTA.Y from the .DELTA.X, .DELTA.Y memory 111 and a "1" from the mode selection memory 112, the picture element detector 122 reads out picture elements of the mode 1 (see FIG. 4) from the one-frame memory 101 in a sequential order (from left to right and from top to bottom) and transfers them to the picture element memory 135. By receiving the values of .DELTA.X and .DELTA.Y and a "1" from the mode selection memory 112, the reference picture element detector 121 similarly transfers the picture element values of four picture elements of the mode 1 (see FIG. 4) from the one-frame memory 101 in succession to the reference picture element memories 131 to 134. The two detectors 121 and 122 operate in synchronism with each other so that the four reference picture elements extracted by the reference picture element detector 121 become reference picture elements for the picture