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. © Springer-Verlag 2003.
Cite
CITATION STYLE
Pakkanen, J., Ilvesmäki, A., & Iivarinen, J. (2003). Defect image classification and retrieval with MPEG-7 descriptors. Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2749, 349–355. https://doi.org/10.1007/3-540-45103-x_48
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