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Joint D-S Evidence Theory and Priority Computation for Image Completion

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Recent Advances in Computer Science and Information Engineering

Part of the book series: Lecture Notes in Electrical Engineering ((LNEE,volume 128))

Abstract

The information of the image texture and structural should be considered sufficiently during image completion. As the quality of the repaired image is significantly influenced by the filling order of the boundary pixels, it tries to compute priority to improve the exemplar-based algorithm by means of D-S evidence theory, according to analyzing the pixel’s surrounding image features. The experiment results of the algorithm is given and proved to be effective in increasing the repaired image’s vision quality.

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References

  1. Criminisi, A., Perez, P., Oyama, K.: Region Filling and Object Removal by Exemplar-Based Image Inpainting. IEEE. Transactions on Image Processing 13(9) (September 2004)

    Google Scholar 

  2. Qu, D., Zhang, Y., Shi, X.: D-S Evidence Theory-Based Multisensor Information Fusion at Decision Level. Plane Design 2, 57–61 (2004)

    Google Scholar 

  3. Yang, W.: Multi-sensor Data Fusion and Application. Xidian University Press (April 2004)

    Google Scholar 

  4. Wang, S., Xu, Y.: Improvement of Priority Computation in Exempler-based Image In-painting base on D-S Evidence Theory and TV Model. In: 2009 2nd International Congress on Image and Signal Processing, Tianjin, China, pp. 17–19 (October 2009)

    Google Scholar 

  5. Wen-Huang, C., Chun-wei, H., et al.: Robust Algorithm for example-based Image Inpainting. In: 18th IPPR Conference on Computer Vision, Graphics and Image Processing (CVGIP 2005), pp. 1615–1620 (2005)

    Google Scholar 

  6. Zur, D., Ullman, S.: Filling-in of retinal scotomas. Vision Researeh 43, 971–982 (2003)

    Article  Google Scholar 

  7. Creek, F.: Astonishing hypothesis - the scientific exploration of the soul. Hunan Science and Technology Press (2001)

    Google Scholar 

  8. Sun, J., Yuan, L., Jia, J., Huanm, H.Y.: Image, completion with structure propagation. In: Proc. SIGGRAPH, pp. 861–868 (2005)

    Google Scholar 

  9. Komodakis, N., Tziritas, G.: Image Completion using Efficient Belief Propagation via Priority Scheduling and Dynamic Pruning. IEEE. Transactions on Image Processing 16(11) (September 2007)

    Google Scholar 

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Author information

Authors and Affiliations

  1. College of Electric Engineering, Northwest University for Nationalities, Beijing, China

    Shuwen Wang, Yongsheng Xu & Xuesong Yang

Authors
  1. Shuwen Wang
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  2. Yongsheng Xu
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  3. Xuesong Yang
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Corresponding author

Correspondence to Shuwen Wang .

Editor information

Editors and Affiliations

  1. , College of Communication Engineering, Jilin University, Room 313, Building No.1, Changchun, Nanhu Avenue 5372, Jilin, 130012, China, People's Republic

    Zhihong Qian

  2. , Department of Electrical Engineering, The University of Mississippi, Anderson Hall 314, Mississippi, 38677, Mississippi, USA

    Lei Cao

  3. , Department of Electrical and Computer En, Naval Postgraduate School, Rm. 452 Spanagel Bldg. 232, Dyer Road 833, Monterey, 93943-5121, California, USA

    Weilian Su

  4. , Faculty of Computing, London Metropolitan University, Holloway Road 166-220, London, N7 8DB, United Kingdom

    Tingkai Wang

  5. , College of Software, Changchun University of Science and Tech, Changchun, Jilin, 130022, China, People's Republic

    Huamin Yang

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© 2012 Springer-Verlag GmbH Berlin Heidelberg

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Wang, S., Xu, Y., Yang, X. (2012). Joint D-S Evidence Theory and Priority Computation for Image Completion. In: Qian, Z., Cao, L., Su, W., Wang, T., Yang, H. (eds) Recent Advances in Computer Science and Information Engineering. Lecture Notes in Electrical Engineering, vol 128. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-25792-6_80

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  • DOI: https://doi.org/10.1007/978-3-642-25792-6_80

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  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-25791-9

  • Online ISBN: 978-3-642-25792-6

  • eBook Packages: EngineeringEngineering (R0)

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