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PRAIg '16 / +pics

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AERFAI Summer School on Deep Learning

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Alicante July 5-6, 2017

10th international workshop on Machine Learning and Music

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Barcelona: 16th October 2017

Publications:

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  1. Rico-Juan J. R. and Iñesta J. M.
    "Edit Distance for Ordered Vector Sets: A Case of Study"
    Lecture Notes in Computer Science. Structural, Syntactic, and Statistical Pattern Recognition, vol. 4109, pp. 200--207 (2006)
    : bibtex : pdf
    Abstract:

    Digital contours in a binary image can be described as an ordered vector set. In this paper an extension of the string edit distance is defined for its computation between a pair of ordered sets of vectors. This way, the differences between shapes can be computed in terms of editing costs. In order to achieve efficency a dominant point detection algorithm should be applied, removing redundant data before coding shapes into vectors. This edit distance can be used in nearest neighbour classification tasks. The advantages of this method applied to isolated handwritten character classification are shown, compared to similar methods based on string or tree representations of the binary image.

@article {
 author = "Rico-Juan J. R. and Iñesta J. M.",
 title  = "Edit Distance for Ordered Vector Sets: A Case of Study",
 journal = "Lecture Notes in Computer Science. Structural, Syntactic, and Statistical Pattern Recognition",
 month = "August",
 pages = "200--207",
 volume = "4109",
 year = "2006"
}
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