基于整体变分模型的图像修复算法仿真实现  

Realization of image inpainting algorithm simulation based on total variation model

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作  者:钱宗峰[1] 王星全[1] 王文交[1] 

机构地区:[1]总参谋部通信训练基地,河北宣化075100

出  处:《现代电子技术》2012年第16期66-69,共4页Modern Electronics Technique

基  金:国家自然科学基金资助项目(60802047)

摘  要:为了提高受损数字图像修复质量,将整体变分模型用于图像修复。采用Matlab编程工具对修复过程进行了仿真实现,克服了直接求解偏微分方程的困难。发现随着迭代次数的增加,被修复区域接近原图质量,当受损区域较小且受损区域灰度梯度不大时,看不出明显的修复痕迹。仿真实验结果表明,该算法复原图像的视觉质量好,算法收敛快,特别适合于线状裂痕的图像修补。The total variation model is applied to image inpainting to improve restoration quality of the damaged images.In order to overcome the difficulty of directly resolving the partial differential equation,Matlab software is used to simulate the process of image inpainting.It is found that the repaired area in an image gradually approximates to the original one with the increase of iteration.When the damaged area is small and its gray gradient is not great,the repaired trace of the image is not obvious.Experimental results show that the inpainting algorithm performs well in visual quality and has a rapid convergence.This algorithm is especially suitable for the linear information lost area.

关 键 词:整体变分 数字图像修复 图像复原 掩模图像 偏微分方程 

分 类 号:TN919-34[电子电信—通信与信息系统] TP391[电子电信—信息与通信工程]

 

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