Experiments with an automated visual inspection system

被引:0
作者
Chalfant, EC
Bon, B
Kim, WS
机构
来源
8TH INTERNATIONAL CONFERENCE ON ADVANCED ROBOTICS, 1997 PROCEEDINGS - ICAR'97 | 1997年
关键词
vision; automated inspection; ambient light compensation; image differencing; registration;
D O I
10.1109/ICAR.1997.620298
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Experiments were performed with an automated visual inspection system that detects potential flaws by comparing reference and comparison images. Three main components evaluated are: 1) image-differencing-based ambient light compensation, 2) electronic-shuttering-based ambient light rejection, and 3) image registration. The results indicate that the ambient light compensation algorithm yields 0.01% to 0.4% false flaws with lab-simulated sunlight changing from 25% to 100% intensity. Electronic shuttering with synchronized strobe lighting reduces false flaws considerably. As exposure shortens from 1/60 (fully open) to 1/1000 second, false flaws decrease 100-fold from 0.4% to 0.004%. The current registration algorithm corrects a very limited range of misregistration, correcting approximately 4 pixels of pure translational shifts over the inspection surface. A more robust image registration algorithm that can correct both translational and rotational shifts over 10 pixels misregistration would be highly desirable.
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页码:965 / 970
页数:6
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