Pattern recognition system

• US 4,449,240 A
• Filed: 08/12/1981
• Issued: 05/15/1984
• Est. Priority Date: 11/17/1978
• Status: Expired due to Fees

• Current Assignee: Hajime Industries Limited
• Original Assignee: Hajime Industries Limited
• Inventors: Yoshida, Hajime
• Primary Examiner(s): Boudreau, Leo H.
• Application Number:
  US06/292,267
• Time in Patent Office: 1,007 Days
• Field of Search: 382/14, 382/15, 382/50
• US Class Current: 382/155
• CPC Class Codes: G06V 30/194 References adjustable by an adaptive method, e.g. learning

Abstract

A pattern recognition method is disclosed which makes a judgment that when the difference between an object to be inspected and a previously memorized reference object falls within a predetermined value, the object belongs to the same class as the reference object. During the inspection process, the predetermined value is changed in accordance with the results of past judgment.

Claims

1. A method of pattern recognition comprising:

producing an electrical signal related to a standard object of a type exhibiting a pattern to be recognized;

storing characteristics of said electrical signal in a pattern recognition system to produce a stored standard signal;

setting a predetermined value A for determining whether or not an electrical signal contains characteristics sufficiently close to said stored standard signal to be judged to be the same as said standard object;

producing a second electrical signal related to an object being inspected;

determining a difference between said second electrical signal and said stored standard signal;

outputting a match electrical signal indicating that said second electrical signal represents an object exhibiting said pattern if said difference differs from said predetermined value A by less than a threshold value;

outputting a non-match electrical signal indicating that said second electrical signal does not represent an object exhibiting said pattern if said difference differs from said predetermined value A by more than said threshold value;

increasing and decreasing a value of said predetermined value A with time in accordance with said difference; and

continuing the above steps of producing, determining and outputting for each object being inspected whereby said threshold A is varied according to changing external conditions.

2. A method according to claim 1, further comprising the steps of averaging said differences over a predetermined number to produce an average difference and wherein the step of increasing and decreasing includes increasing and decreasing a value of said predetermined value A in accordance with said average difference.

3. A method according to claim 1, further comprising the steps of storing a largest value of said difference when said match electrical signal is produced, storing the smallest value of said difference when said non-match electrical signal is produced and the step of increasing and decreasing includes increasing and decreasing a value of said predetermined value A in accordance with the size of both said largest value and said smallest value.

4. A method according to claim 3, wherein said step of increasing and decreasing includes producing a mean of said largest and smallest values and substituting said mean for said predetermined value A.