基于有理分形插值信息的盲图像补图模型

IF 4.3 3区 材料科学 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC
ZUN LI, AIMIN CHEN, XIAOMENG SHEN, TONGJUN MIA
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引用次数: 0

摘要

针对图像盲补问题,提出了一种结合有理分形插值信息的图像盲补模型。首先,采用小波分解和闭合运算得到掩模,将盲补图转化为非盲补图;然后,在相似结构群的基础上,引入有理分形插值函数完成复原。一方面,该模型能够充分表达图像的纹理特征,保真度高;另一方面,它可以更好地代表图像的结构特征,避免锯齿状边缘,增强恢复效果,近似原始图像。实验结果表明,该模型的恢复效果能够保留纹理细节,保证边缘不失真,具有较大的实际应用价值。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A BLIND IMAGE INPAINTING MODEL INTEGRATED WITH RATIONAL FRACTAL INTERPOLATION INFORMATION
Aiming to solve the problem of blind image inpainting, this study proposed a blind image inpainting model integrated with rational fractal interpolation information. First, wavelet decomposition and closed operations were adopted to obtain masks and transform blind inpainting into non-blind inpainting. Then, on the basis of similar structural groups, rational fractal interpolation functions were introduced to complete the restoration. On the one hand, this model can sufficiently express the texture features of the image with high fidelity. On the other hand, it can better represent the structural features of the image, avoid serrated edges, enhance the restoration effect, and approximate the original image. The experimental results show that the restoration effect of this model can reserve texture details and ensure edges without distortion, possessing great practical application value.
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来源期刊
CiteScore
7.20
自引率
4.30%
发文量
567
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