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基于偏微分方程的图像修复数值模型

Numerical Model of Image Inpainting Based on Partial Differential Equation
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摘要 图像修复是图像处理的一个分支,是利用周围区域的信息填充图像的缺失或损坏区域。本文为今后能够更好地对破损图像进行修复与技术处理,进而针对图像修复中常见的边缘问题总结了几类基于偏微分方程进行图像修复的数值模型,这几种数值模型能够在保证修复效果较好且稳定的同时减少计算量,并提高修复效率,进一步完善修复效果,能够更好地为图像修复发展研究提供理论与数值模型基础。 Image inpainting is a branch of image processing, which uses the information of the surrounding area to fill in the missing or damaged area of the image. In order to better repair and process the damaged image in the future, this paper summarizes several kinds of numerical models based on partial differential equation for image restoration, aiming at the common edge problems in image restoration. These numerical models can ensure the good and stable repair effect, reduce the amount of calculation, improve the repair efficiency, and further improve the repair effect, it can provide a theoretical and numerical model foundation for the development of image inpainting.
作者 霍俊蓉
出处 《计算机科学与应用》 2021年第8期2035-2041,共7页 Computer Science and Application
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  • 1屈磊,韦穗,梁栋,王年.快速自适应模板图像修复算法[J].中国图象图形学报,2008,13(1):24-28. 被引量:13
  • 2檀结庆,汪忠庆.一种新的基于邻近像素点的图像修复算法[J].合肥工业大学学报(自然科学版),2006,29(9):1072-1076. 被引量:12
  • 3陈钊,关景火,徐进,余松煜.基于小波分解的电影胶片划痕损伤数字修复技术研究[J].中国图象图形学报,2006,11(11):1695-1699. 被引量:7
  • 4Bertalmio M, Vese L, Sapiro G, et al. Simultaneous texture and structure image inpainting[J].IEEE Transactions on Image Processing,2003,12(8): 882-889.
  • 5Criminisi A, Perez P, Toyama K. Object removal by exemplarbased inpainting [C]. IEEE Computer Society Conference on Computer Vision and Pattern Recognition. Wisconsin, USA: Monona Terrace Convention Center Madison,2003:18-20.
  • 6Criminisi A,Perez P, Toyama K.Region filling and object removal by exemplar-based image inpainting[J].IEEE Transactions on Image Processing,2004,13(9): 1200-1212.
  • 7Harald G A.Combined PDE and texture synthesis approach to Inpainiing[C].Proceedings of 8th European Conference on Computer Vision.Prague Czech Republic,2004:214-224.
  • 8Cheng W H, Hsieh C W, Lin S K, et al. Robust algorithm for exemplar-based image inpainting[C].Beijing:Intemational Conference on Computer Graphics,Imaging and Vision,2005:64-69.
  • 9Chan T F, Shen J H.Mathematical models for local non-texture inpainting[J].SIAM J Appl Math,2001,62(3): 1019-1043.
  • 10BERTALMIO M, SAPIRO G, CASELLES V, BALLESTER C. Image inpainting [C]//Proceedings of the ACM SIGGRAPH Conference on Computer Graphic'00.[S. l.]: ACM Press, 2000: 417-424.

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