An Example-based Color Transfer and Style Enhancement Through Locally Neighbor Embedding
Tao Liu, Deng Daiguo, Wu Xuelian, Zeng Kun
Available Online November 2013.
- https://doi.org/10.2991/icmt-13.2013.120How to use a DOI?
- Color transfer·Tone enhancement·Locally linear embedding
- 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.
- Open Access
- This is an open access article distributed under the CC BY-NC license.
Cite this article
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 - 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 - https://doi.org/10.2991/icmt-13.2013.120 ID - Liu2013/11 ER -