An application of rough set theory to defect detection of automotive glass

Mathematics and Computers in Simulation

Volumn 60, Issue 3-5, 2002, Pages 225-231

  Lee, Seungkoo ^a   Vachtsevanos, George ^a  

^a GEORGIA INSTITUTE OF TECHNOLOGY   (United States)

Author keywords

Automated inspection system; Automotive glass; Feature selection; Rough set theory; Rule generation

Indexed keywords

AUTOMOBILE MANUFACTURE; AUTOMOBILE WINDSHIELDS; COMPUTATIONAL COMPLEXITY; DECISION MAKING; INFRARED IMAGING;

AUTOMATED INSPECTION SYSTEM;

ROUGH SET THEORY;

EID: 0037201112     PISSN: 03784754     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0378-4754(02)00017-4     Document Type: Article

References (10)

1. R.C. Gonzalez, R.E. Woods, Digital Image Processing, Addison-Wesley, Reading, MA, 1993.
2. W. Kim, G. Vachtsevanos, An Automated IR-based Inspection System for Heated Backlights, Technical Report, Intelligent Control Systems Laboratory, Georgia Institute of Technology, Atlanta, GA, February 2000.
3. Khoo L.P., Tor S.B., Zhai L.Y. A rough-set-based approach for classification and rule induction Int. J. Adv. Manuf. Technol. 15 1999 438-444.
4. Z. Pawlak, Rough set elements, in: L. Polkowski, A. Skowron (Eds.), Rough Sets in Knowledge Discovery. 1. Methodology and Applications, Physica-Verlak, Heidelberg, 1998.
5. Z. Pawlak, Rough Sets: Theoretical Aspects of Reasoning about Data, Kluwer Academic Publishers, New York, 1991.
6. Z. Pawlak, Data mining - a rough set perspective, in: Proceedings of the PAKDD'99, 1999, pp. 3-12.
7. J. Stepaniuk, Rough set data mining of diabetes data, in: Proceedings of the 11th International Symposium on Methodologies for Intelligent Systems (ISMIS'99), June 1999, pp. 457-65.
8. S. Tsumoto, Automated discovery of plausible rules based on rough sets and rough, in: Proceedings of the PAKDD'99, April 1999, Beijing, China, pp. 210-219.
9. S. Fujimori, T. Kaiya, T. Inoue, Analysis of discharge currents with discernibility matrices, in: Proceedings of the 1998 International Symposium on Electrical Insulating Materials, 1998, pp. 649-652.
10. S. Lee, G. Vachtsevanos, An application of rough set theory to defect detection of automotive glass, in: Proceedings of the European Workshop on Service and Humanoid Robots IFDICON'2001, Greece, 2001.