[1]魏欣 蒋华伟.基于纹理和结构的图像修复算法研究[J].计算机技术与发展,2010,(09):90-93.
　WEI Xin,JIANG Hua-wei.Study on Inpainting Algorithm Based on Image Structure and Texture[J].,2010,(09):90-93.
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基于纹理和结构的图像修复算法研究()
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《计算机技术与发展》[ISSN:1006-6977/CN:61-1281/TN]

卷:
期数:
2010年09期
页码:
90-93
栏目:
智能、算法、系统工程
出版日期:
1900-01-01

文章信息/Info

Title:
Study on Inpainting Algorithm Based on Image Structure and Texture
文章编号:
1673-629X（2010）09-0090-04
作者:
魏欣 蒋华伟
河南工业大学信息科学与工程学院
Author(s):
WEI Xin; JIANG Hua-wei
College of Information Science and Engineering,Henan University of Technology
关键词:
图像修复; 纹理合成; Poisson方程; 置信度
Keywords:
image inpainting;  texture synthesis;  Poisson equation;  confidence value
分类号:
TP301.6
文献标志码:
A
摘要:
图像修复是一种修复图像中破坏部分的技术,具有广泛的应用。传统的图像修复算法对于纯结构或纯纹理图像有较好的修复效果,对于既有结构又有大量纹理的图像,可以先将图像分为结构子图和纹理子图,再分别用不同的方法处理两个子图。算法结合了Poisson方程和块纹理合成的思想,首先将原图分解成结构子图和纹理子图两部分,然后根据两个子图各自的特征分别进行修复。对于结构子图像,采用基于Possion方程的方法进行修复,对于纹理子图,采用纹理块合成方法进行修复。实验证明,该算法具有良好的修复效果
Abstract:
Image inpainting is a kind of repairing the damaged section of the image technology with a wide range of applications.The traditional image inpainting algorithm has good image inpainting results for pure structural or pure texture image. For the image that contains structure and massive texture,the basic idea is to first decompose the image into the sum of two functions with different basic characteristics,and then reconstruct each one of these functions separately with structure and texture filling in algorithms.This algorithm combines ideas of Poisson equations and block texture synthesis,first separate original image into the structure and texture subgraph of two parts,and then the two parts were repaired according to their characteristics,for structural sub-image,repaired using methods based on the Poisson equation,for sub-graph of the texture, repaired using texture block synthesis.Experiments show that the algorithm has good inpainting results

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备注/Memo

备注/Memo:
河南省自然科学基金（2008A520005）魏欣（1985-），女，硕士研究生，研究方向为图像处理、网络安全；蒋华伟，博士，副教授，硕士研究生导师，研究方向为计算机数学建模及数值模拟、模式识别、图像处理等
更新日期/Last Update: 1900-01-01