Today the method for surfaces quality analysis of exterior car body panels is still characterized by manual detection of local form deviations and evaluation by experts. The new approach presented in this paper is based on 3-D image processing. A major step in this process is the classification of the different kinds of surface form deviations. For this purpose, the authors compared the performance of different soft computing techniques. Although the dataset was rather small, high dimensional and unbalanced, they achieved promising results with regard to classification accuracies and interpretability of rule bases.
Surface quality analysis with soft computing
Oberflächenqualitätsanalyse mittels Soft-Computing
2002
8 Seiten, 6 Bilder, 3 Tabellen, 14 Quellen
Aufsatz (Konferenz)
Englisch
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