An Example-based Color Transfer and Style Enhancement Through Locally Neighbor Embedding

DOI

10.2991/icmt-13.2013.120How to use a DOI?

Keywords

Color transfer·Tone enhancement·Locally linear embedding

Abstract

Image color and tone adjustment are often used for style enhancement in image editing. In this paper we propose a new LLE-based image color transfer and tone enhancement method. Our target is to find the implicit color mapping rule between example image-pairs, then apply it to new image. Given a pair of images with the same size and theme but different color styles, we first divide them into lots of small patches and learn the implicit relationships among those patches using locally linear embedding(LLE). Then we impose the learned transfer pattern on input image, and take some extra processing techniques to make output image more natural. We apply our method for image color transfer andcolor images enhancement in these experiments, and the results show that our approach is effective.

Copyright

© 2013, the Authors. Published by Atlantis Press.

Open Access

This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

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TY  - CONF
AU  - Tao Liu
AU  - Deng Daiguo
AU  - Wu Xuelian
AU  - Zeng Kun
PY  - 2013/11
DA  - 2013/11
TI  - An Example-based Color Transfer and Style Enhancement Through Locally Neighbor Embedding
BT  - Proceedings of 3rd International Conference on Multimedia Technology(ICMT-13)
PB  - Atlantis Press
SP  - 967
EP  - 976
SN  - 1951-6851
UR  - https://doi.org/10.2991/icmt-13.2013.120
DO  - 10.2991/icmt-13.2013.120
ID  - Liu2013/11
ER  -