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基于区域填充的图像修复算法研究 被引量:5

Image Restoration Algorithm Based on Region Filling
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摘要 图像修复算法是一类基于人工智能研究领域的一个很有发展潜力和实用价值的研究方向。论文通过待修复区域中提取的信息,按照等照度线检索(isophote-driven)进行正交迭代运算,并在填充顺序中加入了判断策略,从而实现了对损坏图像的修复。通过对算法的分析和对比,验证了该算法的改进是有效的。 Image restoration algorithm is a recently developed research direction based on artificial intelligence which has great development potential and practical value. To restore the impaired image, information is collected from the area to be restored. Then, the information is taken into the orthogonal iteration process using isophote-driven retrieval method. A determining policy is added to the filling process. After deep analysis and careful comparison, this algorithm is proved to be effective.
出处 《计算机与数字工程》 2014年第3期495-498,525,共5页 Computer & Digital Engineering
基金 国家自然科学基金(编号:61071161) 四川省科技厅纵向项目(编号:2011SZ0208)资助
关键词 图像修复 图像补全 等照度线 洋葱皮策略 image restoration, image completion, isophote-driven, onion skin strategy
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  • 1王树根,郑精灵.基于纹理匹配的影像缺损信息填充方法[J].测绘通报,2004(12):21-23. 被引量:11
  • 2仵冀颖,阮秋琦.曲率驱动的基于亥姆霍兹涡量方程的图像修复模型[J].计算机研究与发展,2007,44(5):860-866. 被引量:8
  • 3Bertalmio M, Sapiro G, Ballester C, et al. Image inpainting [C] //Proc of ACM SIGGRAPH'00. New York: ACM, 2000:417-424
  • 4Shen J B, Jin X G, Zhou C, et al. Gradient based image completion by solving the Poisson equation [J]. Computers & Graphics, 2007, 31(1): 119-126
  • 5Bornard R, Lecan E, Laborelli L, et al. Missing data correction in still images and image sequences [C] //Proc of ACM Multimedia '02. New York: ACM, 2002:355-361
  • 6Criminisi A, Perez P, Toyama K. Region filling and object removal by exemplar-based image inpainting [J]. IEEE Transon Image Processing, 2004, 13(9): 1200-1212
  • 7Drori I, Cohen-Or D, Yeshurun H. Fragment based image completion [J]. ACM Trans on Graphics, 2003, 22(3): 303-312
  • 8Harrison P. A non hierarchical procedure for re synthesis of complex texture [C] //Proc of Int Conf in Central Europe Computer Graphics and Visualization '01. Plzen, Czech Republic: Plzen Czech Republic University of West Bohemia, 2001:190-197
  • 9Jia J, Tang C K. Image repairing: Robust image synthesis by adaptive ND tensor voting [C] //Proc of Conf on Computer Vision and Pattern Regonition '03. Los Alamitos, CA: IEEE Computer Society, 2003: 643-650
  • 10Liang L,Liu C, Xu Y Q, et al. Real-time texture synthesis by patch-based sampling [J]. ACM Trans on Graphics, 2001, 20(3): 127-150

共引文献241

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  • 1朱晓临,陈晓冬,朱园珠,陈嫚,李雪艳.基于显著结构重构与纹理合成的图像修复算法[J].图学学报,2014,35(3):336-342. 被引量:12
  • 2侯正信,何宇清,许微.一种快速的图像修复算法[J].中国图象图形学报,2007,12(10):1909-1912. 被引量:8
  • 3张红英,彭启琮.数字图像修复技术综述[J].中国图象图形学报,2007,12(1):1-10. 被引量:163
  • 4肖志云,张文霞,姜玉莉.基于快速行进法的快速图像修复算法[J].计算机应用,2007,27(B12):60-61. 被引量:7
  • 5Bertalmio M, Sapiro G, Caselles V, et al. Image inpainting [C]. Proceedings of ACMSIGGRAPH 2000. New York: ACM Press, 2000: 417-424.
  • 6Chan T F, Shen J H. Mathematical models for local non-texture inpainting [J]. SIAM J Appl Math, 2002, 62(3): 1019-1043.
  • 7Chan T F, Shen J H. Non-texture inpainting by Curvature-Driven Diffusions (CDD) [J]. J Visual Comm Image Rep, 2001, 12(4): 436-449.
  • 8Telea A. An image inpainting technique based on fast marching method [J]. Graph Tools, 2004, 9(1 ): 23-34.
  • 9Zhang L, Wu X L. An edge-guided image interpolation algorithm via directional filtering and data fusion [J]. IEEE Trans, on Image Processing, 2006, 15(8): 2226-2238.
  • 10Karmen E W, Su J K. Introduction to optimal estimation [M]. London: Springer-Verlag, 1999.

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