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- W2135495509 abstract "In a previous work [1], we presented an approach for shape-based image retrieval using the curvature scale space (CSS) and self-organizing map (SOM) methods. Here, we examine the robustness of the representation under affine transforms. Moreover, the CSS images extracted from a database are processed and described by median vectors that constitutes the training data set for a SOM neural network. This way of description improves the accuracy of image retrieval in comparison with the previous work [1] that used the first principal component of the PCA technique. Experiments with a benchmark database are carried out to demonstrate the usefulness of the proposed methodology." @default.
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- W2135495509 date "2007-09-01" @default.
- W2135495509 modified "2023-10-18" @default.
- W2135495509 title "Image Retrieval Using the Curvature Scale Space (CSS) Technique and the Self-Organizing Map (SOM) Model under Affine Transforms" @default.
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- W2135495509 doi "https://doi.org/10.1109/his.2007.19" @default.
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