期刊文献+

一种改进的基于样本块的图像修补方法 被引量:5

Improved Method of Exemplar-based Inpainting
在线阅读 下载PDF
导出
摘要 图像修补技术一直被广泛地用于重建旧照片和移除一些在图片背景中不想要的物体。提出了一种新的图像修补方法,该方法基于样本的图像修补思想。我们的方法通过合理的信心度和数据条件的计算方法改进了图像修补的有效性和增强图像中线性结构扩散。因此,用本方法进行图像修补时,能有效地避免其他算法共同存在的"垃圾物"的生成问题。实验结果表明,与其他类似方法相比,本方法能够得到更令人满意的视觉效果。 Image inpainting technique has been widely used for reconstructing damaged old photographs and removing unwanted objects from images. A new image inpainting method was proposed based on exemplar-based image inpainting idea. The method improves effectiveness and the linear structure propagation by rational confidence and data computing method. Therefore, the method can effectively avoid the "garbage" produced during the process of inpainting, which is a common problem in other methods. With the method, one can obtain more pleasurable vision results than those obtained by other similar methods.
出处 《系统仿真学报》 EI CAS CSCD 北大核心 2008年第10期2606-2608,2613,共4页 Journal of System Simulation
基金 国家自然科学基金(10171026、60473114) 安徽省自然科学基金(070416273X) 安徽省教育厅科技创新团队基金(2005TD03)
关键词 图像修补 纹理合成 目标去除 优先权 等照度 image inpainting texture synthesis object remove priority isolux
  • 相关文献

参考文献10

  • 1L Liang, C Liu, Y-Q Xu, B Guo, H-Y Shum. Real-time texture synthesis by patch-based sampling [J]. ACM Transactions on Graphics, 2001, 20(3): 127-150.
  • 2C Ballester, M Bertalmio, V Caselles, G Sapiro, J Verdera. Filling-in by joint interpolation of vector fields and grey levels [J]. IEEE Trans. Image Processing, (S 1057-7149), 2001, 10(8): 1200-1211.
  • 3M Bertalmio, A L Bertozzi, G Sapiro. Navier-Stokes, fluid dynamics, and image and video inpainting [C]//Prec. IEEE Computer Vision and Pattern Recognition (CVPR), Hawaii. USA: IEEE, December 2001: 355-362.
  • 4M Bertalmio, L Vese, G Sapiro, S Osher. Simultaneous structure and texture image inpainting [J]. IEEE Transactions on Image Processing. (S1057-7149), 2003, 12 (8) : 882-889.
  • 5Antonio Criminisi, Patrick P6rez, and Kentaro Toyaraa. Region filling and object removal by exemplar-based image inpainting [J]. IEEE transactions on image processing (S1057-7149), 2004, 13(9): 1200-1212.
  • 6I Drori, D Cohen-Or, H Yeshurun. Fragment based image completion [C]// ACM Trans. Graphics (SIGGRAPH), San Diego, CA, 2003. USA: ACM, 2003, v22: 303-312.
  • 7Xiaowei Shao, Zhengkai Liu Houqiang Li. An Image Inpainting Approach Based on the Poisson Equation [C]// Proceedings of the Second International Conference on Document Image Analysis for Libraries (DIAL'06). 27-28 April 2006, Lyon, France. USA: IEEE Computer Society: 368-372.
  • 8S E Grigorescu, N Petkov. A dynamical system approach to texel identification in regular textures. [C]//Image and Signal Processing and Analysis, 2003. ISPA 2003. Proceedings of the 3rd International Symposium on Volume 1, I 18-20, Sept. 2003: 66-71.
  • 9T Chan J Shen. Non-Texture Inpainting by Curvature-Driven Diffusions (CDD) [C]// Technical Report CAM 00-35. USA: Image Processing Research Group, UCLA, 2000.
  • 10Bianru Li, Yue Qi, Xukun Shen. An image inpainting method [C]// Computer Aided Design and Computer Graphics, 2005. Ninth International Conference on Volume, Issue, 7-10 Dec. 2005: 6.

同被引文献26

  • 1张红英,彭启琮,吴亚东.数字破损图像的非线性各向异性扩散修补算法[J].计算机辅助设计与图形学学报,2006,18(10):1541-1546. 被引量:21
  • 2胡巍,汪良敏.生丝检验面临的挑战与技术创新建议[J].检验检疫科学,2007,17(1):107-109. 被引量:2
  • 3RAFAEL C Ganzalez. Digital Image Process Second Edition [M]. Beijing: Publishing House of Electronics Industry, 2005.
  • 4Bertalmio M, Sapiro G, Caselles V, et al.Image Inpainting [C].Proceedings of SIGGRAPH 2000, New Orleans,USA,July 2000:417-424.
  • 5Bertalmio M, Caselles V,Haro G,et al.PDE-Based Image and Surface Inpainting [M].Springer, 2005: 33-62.
  • 6Efros A A, Leung T K.Texture synthesis by non-parametric sampling [C ]. IEEE International Conference on Computer Vision, Corfu, Greece, September 20--27,1999:1033-1038.
  • 7Efros A A, Freeman W T. Image quilting for texture synthesis and transfer[C].Proceedings of Computer Graphics,Annual Conference Series,ACMSIG- GRAPH, Los Angeles, CA, USA, 2001 : 341-346.
  • 8Criminisi P Perez, K Toyama. Region Filling and Object Removal by Exemplar-Based Image Inpainting [J]. IEEE Transaction on Image Processing. 2004,13(9) : pp. 1200-1212.
  • 9W H Cheng, C W Hsieh, S K Lin, et al.Roubust Algorithm for Exemplar-based Image Inpainting[C]. The International Conference on Computer Graphics, Imaging and Vision (CGIV 2005), 26-29, 2005: 64-69.
  • 10章毓晋.图像工程-图像处理和分析[M].北京:清华大学出版社,1999.97-120.

引证文献5

二级引证文献2

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部