US4858017A
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System and method for hierarchal image encoding and decoding
Assignee: Columbia University
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Filing: 1988-01-22
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Granted: 1989-08-15
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Expires: 2008-01-22
Abstract
Abstract Hierarchal encoding of an image is achieved by first deriving a picture element array of binary coded intensity values representing the image and then deriving from the intensity values of the picture element array a sequence of hierarchal codes consisting of one of the intensity values as the first code followed by n-1 cyclic differences between n-1 distinct pairs of intensity values, where n is the total number of intensity values of the picture element array. The distinct pairs of intensity values are systematically selected by making alternating horizontal and vertical passes through the picture element array of intensity values. In each horizontal pass, consecutive nonoverlapping adjoining pairs of intensity values are selected along consecutive rows of the picture element array and successive undersampled arrays, the undersampled array for a horizontal pass being constructed by eliminating every other row from the undersampled array for the preceding vertical pass. In each vertical pass consecutive vertically adjoining pairs of intensity values are selected along consecutive nonoverlapping adjacent pairs of rows of successive undersampled arrays, the undersampled array of a vertical pass being constructed by eliminating every other column from the picture element array or the undersampled array for the preceding horizontal pass. The sequence of hierarchal codes may be compressed with variable length coding prior to transmission or storage. Decoding of the sequence of hierarchal codes to reconstruct the picture element array of intensity values follows the inverse of the encoding procedure, in which the first code of the sequence is the intensity value of a designated position of the picture element array, and the other intensity values are derived by taking the cyclic difference between decoded intensity values and successive hierarchal codes in alternating horizontal and vertical passes corresponding to those used in the encoding procedure.
Inventors
- 👤 Habib H. Torbey
Bibliographic Details
Application Number
—
Jurisdiction
US
Data Source
google_patents
Last Synchronized
2026-10-30 17:08
CPC Classifications
A; A61; A61F; A61F6/00; A61F6/06; H; H04; H04N; H04N19/00; H04N19/90
Claims Analysis
Total Claims: 25
Claim 1
Independent Claim
156 words
An image encoding system comprising memory means having a multiplicity of addressable storage locations for storing data; means for receiving first coded values representative of intensities of picture elements of an image, the first coded values being stored in a primary array in the memory means, the primary array having M rows and N columns where M and N are predetermined integers; first encoding means responsive to the first coded values for generating a sequence of M×N second coded values stored in respective locations in the memory means, the sequence of second coded values having X selected first coded values followed by Y respective cyclic differences of Y selected distinct pairs of first coded values, where X is an integer less than M×N and Y is an integer equal to M×N-X; and second encoding means responsive to the second coded values for generating a sequence of output codes corresponding to the sequence of second coded values.
Claim 2
Dependent Claim
156 words
An image encoding system comprising memory means having a multiplicity of addressable storage locations for storing data; means for receiving first coded values representative of intensities of picture elements of an image, the first coded values being stored in a primary array in the memory means, the primary array having M rows and N columns where M and N are predetermined integers; first encoding means responsive to the first coded values for generating a sequence of M×N second coded values stored in respective locations in the memory means, the sequence of second coded values having X selected first coded values followed by Y respective cyclic differences of Y selected distinct pairs of first coded values, where X is an integer less than M×N and Y is an integer equal to M×N-X; and second encoding means responsive to the second coded values for generating a sequence of output codes corresponding to the sequence of second coded values.
Claim 3
Dependent Claim
38 words
The image encoding system of claim 1, wherein the sequence of hierarchal codes has as its first code a selected first coded value followed by M×N-1 respective cyclic differences of M×N-1 selected distinct pairs of first coded values.
Claim 4
Dependent Claim
51 words
The image encoding system of claim 2, wherein the M rows of the primary array include a first row, the N columns of the primary array include a first column and the selected first coded value is the value in the first row and the first column of the primary array.
Claim 5
Dependent Claim
280 words
The image encoding system of claim 2, wherein each first coded value is a binary code having b bits and the first encoding means comprises: means for selecting pairs of first coded values by making horizontal and vertical passes, in each horizontal pass pairs of first coded values, V 1 and V 2 , are selected in accordance with the relations V 1 =V(i,j) and V 2 =V(i,j+2 p-1 ), where V(i,j) is the first coded value in the i th row and j th column of the primary array, V(i,j+2 p-1 ) is the first coded value in the i th row and (j+2 p-1 ) th column of the primary array, i has values from 0 to M-2 pp in steps of 2 pp , j has values from 0 to N-2 p in steps of 2 p , p has values from 0 to log 2 M and is incremented by 1 before each horizontal pass, pp has values from 0 to log 2 N and is incremented by 1 before each vertical pass, and in each vertical pass pairs of first coded values, V 1 and V 2 , are selected in accordance with the relations V 1 =V(i,j) and V 2 =V(i+2 pp-1 ,j), where V(i+2 pp-1 ,j) is the first coded value in the (i+2 pp-1 ) th row and j th column of the primary array; and means for taking the modulo K cyclic difference between each pair of first coded values selected in each horizontal and vertical pass, where K=2 b and each modulo K difference has a position C in the sequence of second coded values determined by the relations ##EQU2##
Claim 6
Dependent Claim
23 words
The image encoding system of claim 4, wherein the means for selecting pairs of first coded values makes alternating horizontal and vertical passes.
Claim 7
Dependent Claim
29 words
The image encoding system of claim 4, further comprising image scanning means for providing the first coded values representative of the intensities of the picture elements of the image.
Claim 8
Dependent Claim
43 words
The image encoding system of claim 6, wherein the image scanning means includes means for decomposing the image into a pixel array having M rows and N columns, and means for deriving binary coded values corresponding to respective image intensities of the pixels.
Claim 9
Dependent Claim
176 words
An image decoding system comprising means for receiving a sequence of output encoded values representative of an image; memory means having a multiplicity of addressable storage locations for storing data; first decoding means responsive to the sequence of output encoded values for providing a corresponding sequence of first coded values stored in respective locations of the memory means; second decoding means responsive to the sequence of first coded values for deriving a primary array of second coded values stored in respective locations in the memory means, the primary array having M rows and N columns, where M and N are predetermined integers, the sequence of first coded values including X values belonging to specified positions of the primary array followed by Y respective cyclic differences of Y distinct pairs of values belonging to specified positions of the primary array, where X is an integer less than M×N and Y is an integer equal to M×N-X; and third decoding means responsive to the primary array of second coded values for providing display signals representative of the image.
Claim 10
Dependent Claim
176 words
An image decoding system comprising means for receiving a sequence of output encoded values representative of an image; memory means having a multiplicity of addressable storage locations for storing data; first decoding means responsive to the sequence of output encoded values for providing a corresponding sequence of first coded values stored in respective locations of the memory means; second decoding means responsive to the sequence of first coded values for deriving a primary array of second coded values stored in respective locations in the memory means, the primary array having M rows and N columns, where M and N are predetermined integers, the sequence of first coded values including X values belonging to specified positions of the primary array followed by Y respective cyclic differences of Y distinct pairs of values belonging to specified positions of the primary array, where X is an integer less than M×N and Y is an integer equal to M×N-X; and third decoding means responsive to the primary array of second coded values for providing display signals representative of the image.
Claim 11
Dependent Claim
47 words
The image decoding system of claim 8, wherein the sequence of first coded values begins with one value belonging to a specified position of the primary array followed by M×N-1 respective cyclic differences of M×N-1 distinct pairs of values belonging to specified positions of the primary array.
Claim 12
Dependent Claim
277 words
The image decoding system of claim 9, wherein each second coded value of the primary array is a binary code of b bits, and the second decoding means includes means for deriving the M×N-1 distinct pairs of second coded values in horizontal and vertical passes, in each horizontal pass pairs of second coded values, V 1 and V 2 , are derived from respective sequential first coded values, d, in accordance with the relations V 1 =V(i,j) and V 2 =(V 1 -d) K =V(i,j+2 p-1 ), where V(i,j) is the second coded value in the i th row and j th column of the primary array, V(i,j+2 p-1 ) is the second coded value in the i th row and the (j+2 p-1 ) th column of the primary array, i has values from M-2 pp to 0 in steps of 2 pp , j has values from N-2 p to 0 in steps of 2 p , p has values from log 2 N to 0 and is decremented by 1 after each horizontal pass, pp has values from log 2 M to 0 and is decremented by 1 after each vertical pass, (V 1 -d) K is the modulo K cyclic difference between V 1 and d, and in each vertical pass pairs of second coded values, V 1 and V 2 , are derived from respective sequential first coded values, d, in accordance with the relations V 1 =V(i,j) and V 2 =(V 1 -d) K =V(i+2 pp-1 ,j), where V(i+2 pp-1 ,j) is the second coded value in the (i+2 pp-1 ) th row and j th column of the primary array.
Claim 13
Dependent Claim
26 words
The image decoding system of claim 10, wherein the means for deriving the M×N-1 distinct pairs of second coded values makes alternating horizontal and vertical passes.
Claim 14
Dependent Claim
31 words
The image decoding system of claim 8, further comprising display means responsive to the display signals provided by the third decoding means for presenting the image represented by the display signals.
Claim 15
Independent Claim
143 words
A method for encoding an image comprising the steps of: deriving a primary array of first coded values representative of intensities of picture elements of the image, the primary array having M rows and N columns, where M and N are predetermined integers; deriving a sequence of M×N second coded values from the first coded values by selecting X distinct first coded values and by selecting Y distinct pairs of first coded values, and taking the cyclic difference of each selected pairs of first coded values, where X is an integer less than M×N and Y is another integer equal to M×N-X, the sequence of second coded values comprising the selected first coded values followed by the respective cyclic differences of the selected pairs of first coded values; and deriving a sequence of output codes corresponding to the sequence of second coded values.
Claim 16
Independent Claim
143 words
A method for encoding an image comprising the steps of: deriving a primary array of first coded values representative of intensities of picture elements of the image, the primary array having M rows and N columns, where M and N are predetermined integers; deriving a sequence of M×N second coded values from the first coded values by selecting X distinct first coded values and by selecting Y distinct pairs of first coded values, and taking the cyclic difference of each selected pairs of first coded values, where X is an integer less than M×N and Y is another integer equal to M×N-X, the sequence of second coded values comprising the selected first coded values followed by the respective cyclic differences of the selected pairs of first coded values; and deriving a sequence of output codes corresponding to the sequence of second coded values.
Claim 17
Dependent Claim
54 words
The method for encoding an image of claim 13, wherein the M rows of the primary array include a first row and the N columns of the primary array include a first column and the selected first coded value is the value in the first row and the first column of the primary array.
Claim 18
Dependent Claim
307 words
The method for encoding an image of claim 14 wherein each first coded value is a binary code having b bits; the step of selecting M×N-1 distinct pairs of first coded values comprises making n horizontal passes and m vertical passes, where n=log 2 N and m=log 2 M, in each horizontal pass selecting pairs of first coded values, V 1 and V 2 , according to the relations V 1 =V(i,j) and V 2 (i,j+2 p-1 ) where V(i,j) is the first coded value in the i th row and j th column of the primary array, V(i,j+2 p-1 ) is the first coded value in the i th row and (j+2 p-1 ) th column of the primary array, i has values from 0 to M-2 pp in steps of 2 pp , j has values from 0 to N-2 p in steps of 2 p , p has values from 0 to log 2 N and is incremented by 1 before each horizontal pass, pp has values from 0 to log 2 M and is incremented by 1 before each vertical pass, and in each vertical pass selecting pairs of first coded values, V 1 and V 2 , according to the relations V 1 =V(i,j) and V 2 =V(i+2 pp-1 ,j), where V(i+2 pp-1 ,j) is the first coded value in the (i+2 pp-1 ) th row and the j th column of the primary array; and the step of taking the cyclic differences of the selected pairs of first coded values comprises taking the modulo K difference between each pair of first coded values, V 1 and V 2 , selected in each horizontal and vertical pass, where K=2 b , and each modulo K difference having a position, C, in the sequence of second coded values according to the relations ##EQU3##
Claim 19
Dependent Claim
27 words
The method of encoding an image of claim 15, wherein the step of making n horizontal and m vertical passes include making alternating horizontal and vertical passes.
Claim 20
Dependent Claim
53 words
The method of encoding an image of claim 15, wherein the step of taking the modulo K cyclic difference between each pair of first coded values, V 1 and V 2 , selected in each horizontal and vertical pass comprises taking the modulo K cyclic difference between V 1 and V 2 .
Claim 21
Independent Claim
130 words
A method for decoding an image comprising the steps of: deriving a sequence of M×N first coded values representative of intensities of picture elements of an image, where M and N are predetermined integers; deriving a primary array of corresponding second coded values from the sequence of first coded values, the primary array having M rows and N columns and the sequence of first coded values having X distinct values belonging to specified positions of the primary array followed by Y respective cyclic differences of Y distinct pairs of values belonging to specified positions of the primary array, where X is an integer less than M×N and Y is an integer equal to M×N-X; and deriving display signals representative of the image from the primary array of second coded values.
Claim 22
Independent Claim
130 words
A method for decoding an image comprising the steps of: deriving a sequence of M×N first coded values representative of intensities of picture elements of an image, where M and N are predetermined integers; deriving a primary array of corresponding second coded values from the sequence of first coded values, the primary array having M rows and N columns and the sequence of first coded values having X distinct values belonging to specified positions of the primary array followed by Y respective cyclic differences of Y distinct pairs of values belonging to specified positions of the primary array, where X is an integer less than M×N and Y is an integer equal to M×N-X; and deriving display signals representative of the image from the primary array of second coded values.
Claim 23
Dependent Claim
49 words
The method of decoding image data of claim 18, wherein the sequence of second coded values begins with one value belonging to a specified position of the primary array followed by M×N-1 respective cyclic differences of M×N-1 distinct pairs of values belonging to specified positions of the primary array.
Claim 24
Dependent Claim
281 words
The method of decoding an image of claim 19, wherein the second coded values are binary codes having b bits and the step of deriving the primary array of second coded values comprises making n horizontal passes and m vertical passes, where n=log 2 N and m=log 2 M; in each horizontal pass deriving pairs of second coded values, V 1 and V 2 , from respective sequential first coded values, d, according to the relations V 1 =V(i,j) and V 2 =(V 1 -d) K =V(i,j+2 p-1 ), where V(i,j) is the second coded value in the i th row and j th column of the primary array, V(i,j+2 p-1 ) is the second coded value in the i th row and (j+2 p-1 )th column of the primary array, i has values from M-2 pp to 0 in steps of 2 pp , j has values from N-2 p to 0 in steps of 2 p , p has values from n to 0 and is decremented by one after each horizontal pass, pp has values from m to 0 and is decremented by one after each vertical pass, and (V 1 -d) K is the modulo K cyclic difference between V 1 and d, and K is equal to 2 b ; and in each vertical pass deriving pairs of second coded values, V 1 and V 2 , from respective sequential first coded values, d, according to the relations V 1 =V(i,j) and V 2 =(V 1 -d) K =V(i+2 pp-1 ,j), where V(i+2 pp-1 ,j) is the second coded value in the (i+2 pp-1 ) th row and the j th column of the primary array.
Claim 25
Dependent Claim
27 words
The method of decoding an image of claim 20, wherein the step of making n horizontal and m vertical passes include making alternating horizontal and vertical passes.
References Cited (Backward Citations)
USPTO Annuity & Maintenance Windows
| Annuity Stage | Window Opens | Payment Deadline | Surcharge Period Until | Estimated Fee | Status |
|---|---|---|---|---|---|
| 3.5 Years (Year 4) | 1992-08-14 | 1993-02-13 | 1993-08-15 | $2000.00 | Window Closed / Lapsed |
| 7.5 Years (Year 8) | 1996-08-14 | 1997-02-13 | 1997-08-15 | $3760.00 | Window Closed / Lapsed |
| 11.5 Years (Year 12) | 2000-08-14 | 2001-02-13 | 2001-08-15 | $7700.00 | Window Closed / Lapsed |