Abstract
In this paper the visual content descriptors defined by the MPEG-7 standard are applied to defect image classification and retrieval. A pre-classified defect image database is used in evaluation. The experiments are done with a KNN classifier and with a PicSOM content-based image retrieval system. Results indicate that the MPEG-7 features work with a high level of success, especially the Color Structure and Homogeneous Texture descriptors seem to perform well.
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Pakkanen, J., Ilvesmäki, A., Iivarinen, J. (2003). Defect Image Classification and Retrieval with MPEG-7 Descriptors. In: Bigun, J., Gustavsson, T. (eds) Image Analysis. SCIA 2003. Lecture Notes in Computer Science, vol 2749. Springer, Berlin, Heidelberg. https://doi.org/10.1007/3-540-45103-X_48
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DOI: https://doi.org/10.1007/3-540-45103-X_48
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Online ISBN: 978-3-540-45103-7
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