Abstract
We propose several algorithmic extensions to inpainting that have been proposed to the spatial domain by other authors and apply them to an inpainting technique in the wavelet domain. We also introduce a new merging stage. We show how these techniques can be used to remove large objects in complex outdoor scenes automatically. We evaluate our approach quantitatively against the aforementioned inpainting methods and show that our extensions measurably increase the inpainting quality.
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References
Ignacio, U.A., Jung, C.R.: Block-based image inpainting in the wavelet domain. The Visual Computer 23(9-11) (2007)
Criminisi, A., Perez, P., Toyama, K.: Region filling and object removal by exemplar-based image inpainting. IEEE Transactions on Image Processing 13(9) (2004)
Cheng, W.H., Hsieh, C.W., Lin, S.K., Wang, C.W., Wu, J.L.: Robust algorithm for exemplar-based image inpainting. In: Proceedings of CGIV, pp. 64–69 (2005)
Harrison, P.: A non-hierarchical procedure for re-synthesis of complex textures. In: WSCG, pp. 190–197 (2001)
Garber, D.D., Sawchuk, A.A.: Computational models for texture analysis and synthesis. In: Image Understanding Workshop, pp. 69–88 (1981)
Efros, A.A., Leung, T.K.: Texture synthesis by non-parametric sampling. In: ICCV, pp. 1033–1038 (1999)
Wei, L.Y., Levoy, M.: Fast texture synthesis using tree-structured vector quantization. In: SIGGraph 2000, pp. 479–488 (2000)
Bertalmio, M., Sapiro, G., Caselles, V., Ballester, C.: Image inpainting. In: Proceedings of SIGGRAPH (2000)
Bertalmio, M., Vese, L., Sapiro, G., Osher, S.: Simultaneous structure and texture image inpainting. IEEE Transactions on Image Processing 12, 882–889 (2003)
Drori, I., Cohen-Or, D., Yeshurum, H.: Fragment-based image completion. In: Proceedings of ACM SIGGRAPH 2003, vol. 22, pp. 303–312 (2003)
Sagiroglu, M.S., Ercil, A.: A texture based matching approach for automated assembly of puzzles. In: ICPR, pp. III: 1036–1041 (2006)
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Vetter, S., Grzegorzek, M., Paulus, D. (2010). Wavelet-Based Inpainting for Object Removal from Image Series. In: Goesele, M., Roth, S., Kuijper, A., Schiele, B., Schindler, K. (eds) Pattern Recognition. DAGM 2010. Lecture Notes in Computer Science, vol 6376. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-15986-2_35
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DOI: https://doi.org/10.1007/978-3-642-15986-2_35
Publisher Name: Springer, Berlin, Heidelberg
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