A Generation System for Inspection Algorithm Based on Sample Products' Images.

概要

論文の詳細を見る
The inspection systems with image processing equipments have increased in number in recent years. But, it takes not only a lot of time and money but also the assistance of experts to design a new inspection algorithm. So, generalization, which means applying the same inspection system to the other products or defects, is one of the most difficult problem exept the mechanical problems.In order to solve this problem, we have developed a support system to build up inspection systems. This system generates some candidates of the inspection algorithm through the interaction with the operator and displays the result to the display.The followings are the key points of this paper.(1) We have developed the new algorithm generation system which needs only the simple operation of the operator. So, it is not necesary for the operator to know enough image processing.(2) The evaluation method of the inspection algorithm is proposed. It is calculated from the statistical deviation of the products' quality and the operator's inspection strategy.(3) The algorithm generation method based on the evaluation value and the processing time is proposed.
公益社団法人計測自動制御学会の論文