Title :
Automated Visual Inspection: A Survey
Author :
Chin, Roland T. ; Harlow, Charles A.
Author_Institution :
MEMBER, IEEE, Department ot Electrical and Computer Engineering, University of Wisconsin, Madison, WI 53706.
Abstract :
This paper surveys publications, reports, and articles dealing with automated visual inspection for industry. The references are organized according to their contents: overview and discussions, rationales, components and design considerations, commercially available systems, applications. A number of applications and their inspection methodologies are discussed in detail: the inspection of printed circuit boards, photomasks, integrated circuit chips. Other inspection applications are listed as a bibliography. A list of selectively annotated references in commercially available visual inspection tools is also included.
Keywords :
Costs; Humans; Image processing; Inspection; Manufacturing automation; Manufacturing industries; Manufacturing processes; Pattern recognition; Production; Productivity; Automated visual inspection; defects detection; image processing; industrial automation; pattern recognition; quality assurance;
Journal_Title :
Pattern Analysis and Machine Intelligence, IEEE Transactions on
DOI :
10.1109/TPAMI.1982.4767309