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基于区域纹理合成的图像修补算法

付绍春 楼顺天

侯志强, 张浪, 余旺盛, 许婉君. 基于快速傅里叶变换的局部分块视觉跟踪算法[J]. 电子与信息学报, 2015, 37(10): 2397-2404. doi: 10.11999/JEIT150183
引用本文: 付绍春, 楼顺天. 基于区域纹理合成的图像修补算法[J]. 电子与信息学报, 2009, 31(6): 1319-1322. doi: 10.3724/SP.J.1146.2008.00632
Hou Zhi-qiang, Zhang Lang, Yu Wang-sheng, Xu Wan-jun. Local Patch Tracking Algorithm Based on Fast Fourier Transform[J]. Journal of Electronics & Information Technology, 2015, 37(10): 2397-2404. doi: 10.11999/JEIT150183
Citation: Fu Shao-chun, Lou Shun-tian. Regional Texture Synthesis Based Image Inpainting[J]. Journal of Electronics & Information Technology, 2009, 31(6): 1319-1322. doi: 10.3724/SP.J.1146.2008.00632

基于区域纹理合成的图像修补算法

doi: 10.3724/SP.J.1146.2008.00632
基金项目: 

国家自然科学基金(60775013)资助课题

Regional Texture Synthesis Based Image Inpainting

  • 摘要: 针对传统修补技术在图像恢复中出现的纹理模糊现象,该文根据纹理合成技术,提出了一种区域纹理合成的修补算法。算法根据破损点邻域特征选择模板,去除模板内的破损点后进行匹配,在搜索范围内寻找最佳匹配点。该文采用由边缘向中心逐步推进的修补次序,提高破损区域内纹理结构延伸方向的正确性以及连续性,避免出现纹理模糊现象。算法能够适用于多种性质的纹理,在处理真实图像时使人在视觉上获得满意的效果。
  • Bertalmio M, Sapiro G, and Caselles V, et al.. ImageInpainting. Proceedings of the 27th annual conference onComputer graphics and interactive techniques, New Orleans,2000: 417-424.[2]Chan T and Shen J. Mathematic method for local non-textureinpainting[J].SIAM J. Appl. Math.2001, 62(3):1019-1043[3]Chan T and Shen J. Non-texture inpainting by curvaturedrivendiffusions (CDD) [J].Visual Communication andImage Representation.2001, 12(4):436-449[4]Criminisi A, Perez P, and Toyama K. Region filling andobject removal by exemplar-based image inpainting[J].IEEETrans. on Image Processing.2004, 13(9):1200-1212[5]Sun J, Yuan L, and Jia J, et al.. Image completion withstructure propagation[J].ACM Trans. on Graphics.2005,24(3):861-868[6]Ballester C, Bertalmio M, and Caselle V, et al.. Filling-In byJoint Interpolation of Vector Fields and Gray Levels[J].IEEETrans. on Image Processing.2001, 10(8):1200-1211[7]Bertalmio M. Strong-continuation contrast-invariantinpainting with a third-order optimal PDE[J].IEEE Trans.on Image Processing.2006, 15(7):1934-1938[8]Efros A and Freeman W. Image quilting for texture synthesisand transfer. Proceedings of the 28th annual conference onComputer graphics and interactive techniques, Los Angeles,2001: 341-346.[9]Kopf J, Fu C W, and Cohen-Or D, et al.. Solid texturesynthesis from 2D exemplars[J]. ACM Trans. on Graphics,2007, 26(3): 2.[10]Zhou K, Huang X, and Wang X, et al.. Mesh quilting forgeometric texture synthesis[J].ACM Trans. on Graphics.2006,25(3):690-697[11]Wei L Y and Levoy M. Fast texture synthesis usingtree-structured vector quantization. Proceedings of the 27thannual conference on Computer graphics and interactivetechniques, New Orleans, 2000: 479-488.[12]Efros A and Leung T K. Texture synthesis by non-parametricsampling. Proceedings of the 7th IEEE InternationalConference on Computer Vision, Kerkyra, Greece, 1999:1033-1038.[13]Wen L, Zhang D P, and Liu Z Y, et al.. A parallel algorithmfor image information restoration. Proceedings of the 4thInternational Conference on High Performance Computing inthe Asia-Pacific Region, Beijing, 2000: 790-793.[14]Bertalmio M, Vese L, and Sapiro G. Simultaneous structureand texture image inpainting [J]. IEEE Trans. on ImageProcessing, 2003, 12(8): 882-889.[15]Tauber Z, Li Z N, and Drew M. Review and preview:Disocclusion by inpainting for image-based rendering[J].IEEE Trans. on Systems, Man, and Cybernetics, Part C:Applications and Reviews.2007, 37(4):527-540
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    其他类型引用(5)

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  • 被引次数: 10
出版历程
  • 收稿日期:  2008-05-19
  • 修回日期:  2008-10-20
  • 刊出日期:  2009-06-19

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