OPML: A one-pass closed-form solution for online metric learning
نویسندگان
چکیده
منابع مشابه
OPML: A one-pass closed-form solution for online metric learning
To achieve a low computational cost when performing online metric learning for large-scale data, we present a onepass closed-form solution namely OPML in this paper. Typically, the proposed OPML first adopts a one-pass triplet construction strategy, which aims to use only a very small number of triplets to approximate the representation ability of whole original triplets obtained by batch-manne...
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ژورنال
عنوان ژورنال: Pattern Recognition
سال: 2018
ISSN: 0031-3203
DOI: 10.1016/j.patcog.2017.03.016