基于显著结构重构与纹理合成的图像修复算法 |
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作者姓名: | 朱晓临 陈晓冬 朱园珠 陈 嫚 李雪艳 |
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摘 要: | 文章结合结构修复算法及纹理修复算法各自的优点,并考虑显著结构对
图像修复的巨大影响,提出结合显著结构重构与纹理合成的图像修复算法。算法先利用形态
学算子剥离待修复图像中细小结构与大块区域;然后利用快速结构修复算法对图像进行处
理;再利用插值对待修复图像进行显著结构重构;最后利用基于改进优先级的加权匹配图像
修复算法进行后续修复。实验结果表明,对既有显著结构同时又包含丰富纹理的待修复图像,
与传统算法相比,本文的算法不但有更好的修复效果,而且耗时更少。
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关 键 词: | 图像修复 结构修复 纹理合成 形态学算子 显著结构 优先级 |
An Image Restoration Algorithm Based on Structure and Texture Synthesiswith Reconstruction of Significant Structure of Images |
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Authors: | Zhu Xiaolin Chen Xiaodong Zhu Yuanzhu Chen Man Li Xueyan |
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Abstract: | This paper presents an image restoration algorithm by integrating structure and
texture features with reconstruction of significant structure of images. Firstly, the algorithm splits
the fine structures and large areas in the damaged image using morphological operators. Secondly,
the rapid structural restoration algorithm is used for image inpainting. Thirdly, significant
structures in the image are reconstructed by interpolation. Finally, the large damaged areas are
restored by the weighted matching image restoration algorithm based on the modified priority. For
the damaged image with significant structure and texture, the experimental results show the better
restoration result and less time consuming of the proposed algorithm than that of the traditional
algorithms. |
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Keywords: | image restoration structural restoration texture synthesis morphological operators significant structure priority |
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