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A continuous linear optimal transport approach for pattern analysis in image datasets

We present a new approach to facilitate the application of the optimal transport metric to pattern recognition on image databases. The method is based on a linearized version of the optimal transport metric, which provides a linear embedding for the images. Hence, it enables shape and appearance mod...

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Détails bibliographiques
Publié dans:Pattern Recognit
Auteurs principaux: Kolouri, Soheil, Tosun, Akif B., Ozolek, John A., Rohde, Gustavo K.
Format: Artigo
Langue:Inglês
Publié: 2016
Sujets:
Accès en ligne:https://ncbi.nlm.nih.gov/pmc/articles/PMC4742369/
https://ncbi.nlm.nih.gov/pubmed/26858466
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.patcog.2015.09.019
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