自动化与仪器仪表2024,Issue(6) :278-281,286.DOI:10.14016/j.cnki.1001-9227.2024.06.278

面向图像色彩重建的加权非局部拉普拉斯方法设计

Design of Weighted Non Local Laplace Method for Image Color Reconstruction

岳花娟
自动化与仪器仪表2024,Issue(6) :278-281,286.DOI:10.14016/j.cnki.1001-9227.2024.06.278

面向图像色彩重建的加权非局部拉普拉斯方法设计

Design of Weighted Non Local Laplace Method for Image Color Reconstruction

岳花娟1
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作者信息

  • 1. 咸阳师范学院,陕西咸阳 712000
  • 折叠

摘要

准确的色彩重建对于数字摄影和计算机视觉等许多技术至关重要.为了改善图像色彩的重建效果,研究提出一种基于加权非局部拉普拉斯的方法.过程中使用拉普拉斯金字塔技术对图像的照度进行改进,之后在非局部拉普拉斯扩散基础上设计了图像色彩重建技术.实验结果中,研究方法对2 k分辨率图像的平均梯度值保持在6.23以上;研究方法99%的图像色彩相似度指数在1.0以下.结果说明,研究方法能够在不同分辨率场景下进行良好使用,进行图像色彩重建的结果具有更好的图像细节,得到的重建结果图像具有更好的视觉一致性,在进行色彩重建时能够保证更好的颜色质量,结果图像中的图像平滑度更好,能够有效完成图像的色彩重建,为图像处理提供可行的技术方案.

Abstract

Accurate color reconstruction is crucial for many technologies such as digital photography and computer vision.In or-der to improve the color reconstruction effect of images,a weighted non local Laplace based method is proposed.During the process,Laplace pyramid technology was used to improve the illumination of the image,and then image color reconstruction technology was de-signed based on non local Laplace diffusion.In the experimental results,the average gradient value of the research method for 2 k res-olution images remained above 6.23;99%of the image color similarity index in the research method is below 1.0.The results indi-cate that the research method can be well applied in different resolution scenarios,and the results of image color reconstruction have better image details.The reconstructed images have better visual consistency,and can ensure better color quality during color recon-struction.The resulting image has better smoothness,which can effectively complete color reconstruction of the image and provide fea-sible technical solutions for image processing.

关键词

图像处理/色彩重建/拉普拉斯方法/Retinex算法

Key words

image processing/color reconstruction/laplace method/retinex algorithm

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基金项目

咸阳师范学院2017"青蓝人才"(XSYQL201705)

出版年

2024
自动化与仪器仪表
重庆工业自动化仪表研究所,重庆市自动化与仪器仪表学会

自动化与仪器仪表

CSTPCD
影响因子:0.327
ISSN:1001-9227
参考文献量13
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