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THE LIGHTING AND OPTICS EXPERT SYSTEM
FOR MACHINE VISION
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Amir R. Novini
Director of Engineering
813 Vision Systems
821 Ball Corporation
Industrial Systems Division
825 U.S.A.
ABSTRACT :
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Machine Vision and the field of Artificial Intelligence are both new technologies which have
839 evolved mainly within the past decade with the growth of computers and microchips. And,
although research continues, both have emerged from the experimental state to industrial
reality. Today's machine vision systems are solving thousands of manufacturing problems in
844 various industries, and the impact of Artificial Intelligence, and more specifically, the use
of "Expert Systems" in industry is also being realized. This paper will examine how the two
250 technologies can cross paths, and how an Expert System can become an important part of an
overall machine vision solution.
856 An actual example of a development of an Expert System that helps solve machine vision lighting
and optics problems will be discussed. The lighting and optics Expert System was developed to
assist the end user to configure the "Front End" of a vision system to help solve the overall
862 machine vision problem more effectively, since lack of attention to lighting and optics has
caused many failures of this technology.
867 Other areas of machine vision technology where Expert Systems could apply will also be
discussed.
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KEY WORDS: Artificial Intelligence, Expert System, Machine Vision, System Design
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885 INTRODUCTION WHAT IS AN EXPERT SYSTEM?
893 The field of artificial intelligence (AI) has An expert system is a combination of a
been around for over two decades. However, sophisticated computer program and a knowledge
most of that time it has been at research level base to duplicate the actions of a human expert
897 at various universities and research in an existing human art. The major difference
institutes. The application of AI and its between an expert system computer program and a
900 widespread acceptance has been slow coming but traditional computer program is the ability of
has picked up pace recently due to advances in an expert system program to operate with
916 Al technology and its main tool, the computer. incomplete input information (fuzzy data) and
to internally generate new information from old
923 This paper will examine one area in the field information.
of artificial intelligence, the Expert System,
and how it can be used as a powerful tool in Expert systems offer a wide variety of
932 another area of technology, the applications of benefits. Some of the benefits are the
Machine Vision. preservation of expertise, the distribution of
941 scarce expertise, and combination of expertise.
Expert systems are used in manufacturing,
945 WHAT IS ARTIFICIAL INTELLIGENCE?
Artificial Intelligence is a science that
enables computers to perform tasks with human-
like intelligence. AI encompasses a broad
field of technology that includes, but is not
limited to, expert systems, computer vision,
speech recognition, natural language, and
machine learning.
medicine, finance, and management information
Systems, to name a few.
HOW AN EXPERT SYSTEM WORKS
An expert system is created by transporting as
much of a human expert's knowledge in a given
art as possible and appropriate to a computer