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An automatic system for dirt in pulp inspection using hierarchical image segmentation

✍ Scribed by F. Duarte; H. Araújo; A. Dourado


Publisher
Elsevier Science
Year
1999
Tongue
English
Weight
314 KB
Volume
37
Category
Article
ISSN
0360-8352

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✦ Synopsis


An automatic visual inspection system designed for dirt inspection in the pulp and paper industry is presented. A new hierarchical region oriented segmentation algorithm is introduced. The algorithm is tuned according to the singular characteristics of the pulp samples. A criterion based on the maximisation of the local contrast is defined in order to perform a defect region segmentation of the pulp and paper images. Some optimisations are introduced to avoid an excessive computational load.