Automated visual inspection for polished stone manufacture

被引:0
作者
Smith, M [1 ]
Smith, L [1 ]
机构
[1] Univ W England, Fac Comp Engn & Math Sci, Bristol BS16 1QY, Avon, England
来源
MACHINE VISION APPLICATIONS IN INDUSTRIAL INSPECTION XI | 2003年 / 5011卷
关键词
stone polishing; surface inspection; photometric stereo; bump map;
D O I
10.1117/12.477511
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Increased globalisation of the ornamental stone market has lead to increased competition and more rigorous product quality requirements. As such, there are strong motivators to introduce new, more effective, inspection technologies that will help enable stone processors to reduce costs, improve quality and improve productivity. Natural stone surfaces may contain a mixture of complex two-dimensional (2D) patterns and three-dimensional (3D) features. The challenge in terms of automated inspection is to develop systems able to reliably identify 3D topographic defects, either naturally occurring or resulting from polishing, in the presence of concomitant complex 2D stochastic colour patterns. The resulting real-time analysis of the defects may be used in adaptive process control, in order to avoid the wasteful production of defective product. An innovative approach, using structured light and based upon an adaptation of the photometric stereo method, has been pioneered and developed at UWE to isolate and characterise mixed 2D and 3D surface features. The method is able to undertake tasks considered beyond the capabilities of existing surface inspection techniques. The approach has been successfully applied to real stone samples, and a selection of experimental results is presented.
引用
收藏
页码:297 / 306
页数:10
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