颜色转移通过局部二进制模式映射

Chen Yao, Xiaokang Yang, Li Chen, Jian Wang
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引用次数: 3

摘要

色彩转移是将图像色彩从一张图像转移到另一张图像的过程。由于图像具有不同的纹理、颜色、内容等特征,因此在图像和目标图像之间找到正确的映射是颜色转移的关键挑战。提出了一种基于特征点提取和局部二值模式(LBP)映射的彩色转移方法。构造了一个特征点提取和映射的框架。在该框架中,我们使用SIFT描述符进行特征点选择,并设计了一种LBP映射方法进行源图像与目标图像之间的特征点匹配。利用该映射得到源图像的最终特征点。将灰度源图像和最终特征点作为基于潦草的着色方法的输入,得到最终的色彩转移结果。实验结果表明了该方法的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Color transfer via local binary patterns mapping
Color transfer is a process of carrying over image colors from one image to another. Since images have diverse texture, color, content and other features, key challenge for color transfer is to find a correct mapping between image and target image. In this paper, a new color transfer method based on feature points extraction and local binary patterns(LBP) mapping is proposed. We construct a framework for feature points extraction and mapping. In the framework, we use SIFT descriptor for feature points selection and we design a LBP mapping method for feature points matching between source and target image. Final feature points in source image are obtained using this mapping. Greyscale source image and final feature points are used as inputs of a scribble-based colorization method to get the final color transfer result. Experimental results show the benefits of our method.
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