| 一种基于整体变分的图像修补算法及其应用 |
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| 引用本文： | 田艳艳,祝轩,彭进业,郭彦伶.一种基于整体变分的图像修补算法及其应用[J].计算机工程与应用,2008,44(26):180-182. |
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| 作者姓名： | 田艳艳 祝轩 彭进业 郭彦伶 |
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| 作者单位： | 西北大学 信息科学与技术学院，西安 710127 |
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| 基金项目： | 西北大学研究生自主创新资助项目 |
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| 摘 要： | 针对污损数字图像修复这一问题，重点考虑了图像的两个重要特征：梯度和等照度线的曲率，探讨了两者对图像修补效果及速度的影响。从而将两者同时纳入图像修补模型，提出了一种新的基于整体变分的图像修补算法。实验表明，相比于CDD算法，该算法能够在短时间内较好地修复污损区域，且能将断裂的水平线连接得更为光滑、自然。
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| 关 键 词： | 图像修补 整体变分 边缘停止 非线性扩散 |
| 收稿时间： | 2007-11-7 |
| 修稿时间： | 2008-2-27
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Implementation for digital image inpainting based on total variation |
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| TIAN Yan-yan,ZHU Xuan,PENG Jin-ye,GUO Yan-ling.Implementation for digital image inpainting based on total variation[J].Computer Engineering and Applications,2008,44(26):180-182. |
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| Authors: | TIAN Yan-yan ZHU Xuan PENG Jin-ye GUO Yan-ling |
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| Affiliation: | School of Information Science and Technology，Northwest University，Xi’an 710127，China |
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| Abstract: | In order to restore destroyed images,this paper mainly observes the two important characters,the gradient and the curvature of the isophotes,and discusses their function in inpainting process.Furthermore,a novel algorithm is introduced for digital inpainting of destroyed images based on total variation.The results show that in contrast with previous approaches,CDD for example,the new model restores the information of the destroyed area better and connects the broken level sets smoother and natural. |
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| Keywords: | image inpainting total variation edge-stopping non-linear diffusion |
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