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Superpixel-based Color Transfer

2019-03-14
Rémi Giraud, Vinh-Thong Ta, Nicolas Papadakis

Abstract

In this work, we propose a fast superpixel-based color transfer method (SCT) between two images. Superpixels enable to decrease the image dimension and to extract a reduced set of color candidates. We propose to use a fast approximate nearest neighbor matching algorithm in which we enforce the match diversity by limiting the selection of the same superpixels. A fusion framework is designed to transfer the matched colors, and we demonstrate the improvement obtained over exact matching results. Finally, we show that SCT is visually competitive compared to state-of-the-art methods.

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URL

http://arxiv.org/abs/1903.06010

PDF

http://arxiv.org/pdf/1903.06010


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