刘文辉, 许瑞. 基于改进的空间直方图变换的图像编辑技术研究[J]. 微电子学与计算机, 2014, 31(7): 161-166.
引用本文: 刘文辉, 许瑞. 基于改进的空间直方图变换的图像编辑技术研究[J]. 微电子学与计算机, 2014, 31(7): 161-166.
LIU Wen-hui, XU Rui. Image Editing Based on Improved Spatiograms Transfer[J]. Microelectronics & Computer, 2014, 31(7): 161-166.
Citation: LIU Wen-hui, XU Rui. Image Editing Based on Improved Spatiograms Transfer[J]. Microelectronics & Computer, 2014, 31(7): 161-166.

基于改进的空间直方图变换的图像编辑技术研究

Image Editing Based on Improved Spatiograms Transfer

  • 摘要: 直方图均衡是常用的图像对比度增强技术.然而直方图并不包含任何的空间颜色的分布信息,因此其在图像编辑方面的应用还很有限.为了解决这个问题,可以采用空间直方图技术以实现跟踪的目的.空间直方图是是将直方图与每一种颜色的位置的均值和方差联合起来的图像描述方法,由此提出了一种新的空间直方图变换方法以实现图像的局部还原,通过采用一个参考空间直方图来修正所处理的图像中的感兴趣区域的颜色值,基于图像的阴影去除和修复的仿真表明了此方法的有效性.

     

    Abstract: Histogram equalization is a well-known method for image contrast enhancement.Nevertheless,as histograms do not include any information on the spatial repartition of colors,their application to local image editing problems remains limited.To cope with this lack of spatial information,spatiograms have been recently proposed for tracking purposes.A spatiogram is an image descriptor that combines a histogram with the mean and the variance of the position of each color.This paper addresses the problem of local retouching of images by proposing a variational method for spatiogram transfer.More precisely,a reference spatiogram is used to modify the color value of a given region of interest of the processed image.Experiments on shadow removal and inpainting demonstrate the strength of the proposed approach.

     

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