Pattern recognition machine for analyzing line orientation

• US 3,982,227 A
• Filed: 06/02/1975
• Issued: 09/21/1976
• Est. Priority Date: 06/02/1975
• Status: Expired due to Term

• Current Assignee: General Electric Company
• Original Assignee: General Electric Company
• Inventors: Mundy, Joseph L., Joynson, Reuben E.
• Primary Examiner(s): Thesz, Joseph M.
• Application Number:
  US05/582,689
• Time in Patent Office: 477 Days
• Field of Search: 340/146.3 AE, 340/146 MA, 179/15 BC
• US Class Current: 382/281
• CPC Class Codes: G06V 10/431 Frequency domain transformation; Autocorrelation

Abstract

A pattern recognition system for determining the angle of line or edge information in video data scenes generates angle information from the values of low order Hadamard transform coefficients. Ridges in the values of the elements of the Hadamard transform matrix of the scene are also searched to locate angle information.

Claims

1. A computing machine for determining the angle of line and edge information from a two-dimensional data scene, comprising in combination:

first data means for producting a first signal representative of the sum of a first set of two dimensional Hadamard transform coefficients of a scene, said first set consisting of the Hadamard transform coefficients having a sequency of one along a first axis of said scene and sequencies of two, three, four, and five along a second axis of said scene;

second means for producing a second signal representative of the sum of a second set of two-dimensional Hadamard transform coefficients of said scene, said second set consisting of the Hadamard transform coefficients having a sequency of one along said second axis of said scene and sequencies of two, three, four and five along said first axis of said scene;

dividing circuit means for producing a third signal representative of the quotient of said first signal divided by said second signal;

arctangent calculating circuit means for producing an output signal proportional to the arctangent of said third signal, whereby said output signal is representative of the angle of line and edge information in said scene with said first axis.

2. The computing machine of claim 1 wherein said first means and said second means comprise a Hadamard transform calculating circuit.

3. The calculating machine of claim 2 wherein said first means and said second means further comprise storage means connected for receiving, retaining, and reproducing the values of Hadamard transform coefficient signals representative of the values of the two-dimensional Hadamard coefficients of said scene.

4. The calculating machine of claim 3 wherein said first means and said second means further comprise summing circuits connected to receive said Hadamard transform coefficient signals from said storage means.

5. The calculating machine of claim 1 wherein said scene is a visual scene and wherein said first means and said second means comprise encoding means for producing an electrical signal representative of said visual scene.

6. The calculating machine of claim 1 wherein said first signal, said second signal, said third signal, and said output signal are digital signals.

7. The calculating machine of claim 1 wherein said first signal, said second signal, said third signal, and said output signal are analog signals.

8. A computing machine for extracting the angle of line and edge information from scene data, comprising in combination:

means for producing a plurality of element signals, each of said element signals being representative of one of the elements of a two-dimensional, sequency ordered, Hadamard transform matrix, [H_Sx,Sy ], of a scene including line and edge angle information, the sequency of said matrix being defined with respect to an x-axis and a y-axis of said scene;

directed search means connected to receive said plurality of element signals, to logically compare the magnitude of said element signals in logical sequence, and to produce from said comparison an x-address signal a y-address signal, said x-address signal and said y-address signal being respectively representative of the column position and of the row position of a key element, H_x'"'"', y_'"'"', of said sequency ordered Hadamard matrix where said key element is associated with the end of a ridge or maximum value elements in said Hadamard matrix; and

first calculating means connected for receiving said x-address signal and said y-address signal for producing therefrom an angle-output signal representative of the arctangent of the quotient of said x-address signal divided by said y-address signal, whereby said angle-output signal represents the magnitude of the angle of line and edge information in said scene data with respect to said x-axis.

9. The machine of claim 8 further comprising second calculating means connected for receiving said x-address signal, said y-address signal, and said plurality of element signals, and for calculating therefrom a sign signal representative of the value of the function:

Abs.value [h_x'"'"'+ 1,y_'"'"' +H_x'"'"',y_'"'"'+1 ]-ABS.VALUE [H_x'"'"',y_'"'"' +H_x'"'"'+1,y_'"'"'+1 ]

wherein ##EQU3## is a submatrix of [H_Sx,Sy ] including H_x'"'"',y_'"'"' as a principal element, whereby said sign signal is representative of the sign of the angle of line and edge information in said scene data with respect to said x-axis.

10. The machine of claim 9 wherein:

said directed search means comprises means for sequentially examining the values of the signals in selected subsets of signals taken from said plurality of element signals and for determining, by arithmetic and logical operations thereon, the identity of that signal in each of said subsets having a value greater than the value of all other signals in that subset; and

wherein the selection of the signals comprising said subsets is determined by logical and arithmetic functions connected so that the first examination is a subset consisting of the matrix elements H_O,1, H₁,1, and H₁,0 ; and

each sequential examination following said first examination in an examination of a next subset consisting of matrix elements selected by arithmetic operations upon the identity of the signal determined by examination of a preceding sequential subset.

11. The machine of claim 10, wherein the signals in each next subset consist of the signals associated with the Hadamard transform coefficient matrix element H_2x+1, 2y₊₁ and with the matrix element H_2x+1,2y if x ≧

y and with the matrix elements H_2x,2y₊₁ and H_2x+1,2y₊₁ if y ≧

x;

where x and y are the two-dimensional sequencies associated with the signal determined by the examination of the preceding sequential subset.

12. The machine of claim 11 wherein said sequential examination of subsets is terminated if a next subset to be examined would contain element signals associated with Hadamard transform coefficient matrix elements having sequencies greater than (N/2)-1, where N is the rank of the Hadamard transform coefficient matrix, H_Sx,Sy.

13. The machine of claim 12 wherein the sequential examination of subsets is terminated if no signal in a subset undergoing examination is determined to have a value greater than the value of all other signals in that subset.

14. The machine of claim 13 wherein said key element, H_x'"'"',y_'"'"', is the Hadamard transform coefficient matrix element associated with the last signal determined upon said sequential examination of said subsets of element signals.

15. The machine of claim 14 wherein said directed search means further comprise storage means connected for receiving, retaining, and reproducing the values of said plurality of element signals.

16. The machine of claim 15 wherein said first calculating means comprise memory-table means including values of said angle-output signal associated with corresponding values of said x-address signal and said y-address signal;

and

wherein said directed search means comprise memory-table means having the identity of signals in said subset associated with the identity of corresponding Hadamard transform coefficient matrix elements.

17. The machine of claim 16 wherein said plurality of element signals, said x-address signal, said y-address signal, said angle signal, and said sign signal comprise digital data signals.

18. The machine of claim 16 wherein said plurality of element signals, said x-address signal, said y-address signal, said angle output signal, and said sign signal comprise analog signals.