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- W150236210 abstract "The Hungarian algorithm can be used to calculate the earth mover’s distance, as a measure of the difference between two probability density functions, when the pdfs are described by sets of n points sampled from their distributions. However, information generated by the algorithm about precisely how the pdfs are different is not utilized. In this paper, a method is presented that incorporates this information into a ‘bag-of-words’ type method, in order to increase the robustness of a classification. This method is applied to an image classification problem, and is found to outperform several existing methods." @default.
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- W150236210 date "2012-01-01" @default.
- W150236210 modified "2023-09-25" @default.
- W150236210 title "Classification of High-Dimension PDFs Using the Hungarian Algorithm" @default.
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- W150236210 doi "https://doi.org/10.1007/978-3-642-34166-3_80" @default.
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