iccv iccv2013 iccv2013-148 iccv2013-148-reference knowledge-graph by maker-knowledge-mining
Source: pdf
Author: Dengxin Dai, Hayko Riemenschneider, Gerhard Schmitt, Luc Van_Gool
Abstract: There is an increased interest in the efficient creation of city models, be it virtual or as-built. We present a method for synthesizing complex, photo-realistic facade images, from a single example. After parsing the example image into its semantic components, a tiling for it is generated. Novel tilings can then be created, yielding facade textures with different dimensions or with occluded parts inpainted. A genetic algorithm guides the novel facades as well as inpainted parts to be consistent with the example, both in terms of their overall structure and their detailed textures. Promising results for multiple standard datasets in particular for the different building styles they contain demonstrate the potential of the method. – –
[1] http : / /vi s ion .mas .ecp . fr /Pe rs onne l / teboul / dat a .php.
[2] www .vis ion . ee . ethz . ch / ˜daid/Facade Syn.
[3] S. AlHalawani, Y.-L. Yang, H. Liu, and N. J. Mitra. Interactive facades: Analysis and synthesis of semi-regular facades. Eurographics, 2013.
[4] S. Avidan and A. Shamir. Seam carving for content-aware image resizing. In SIGGRAPH, 2007.
[5] F. Bao, M. Schwarz, and P. Wonka. Procedural facade variations from a single layout. ACM Trans. Graph., 32(1), 2013.
[6] M. F. Cohen, J. Shade, S. Hiller, and O. Deussen. Wang tiles for image and texture generation. In SIGGRAPH, 2003.
[7] A. Criminisi, P. Perez, and K. Toyama. Region filling and object removal by exemplar-based image inpainting. IEEE Trans. on Image Processing, 13(9), 2004.
[8] D. Dai, M. Prasad, G. Schmitt, and L. Van Gool. Learning domain knowledge for facade labeling. In ECCV, 2012.
[9] I. Drori, D. Cohen-Or, and H. Yeshurun. Fragment-based
[10]
[11]
[12]
[13]
[14]
[15]
[16]
[17]
[18]
[19]
[20]
[21]
[22] image completion. ACM Trans. Graph., 22(3), 2003. A. A. Efros and W. T. Freeman. Image quilting for texture synthesis and transfer. In SIGGRAPH, 2001 . A. A. Efros and T. K. Leung. Texture synthesis by nonparametric sampling. In ICCV, 1999. D. J. Heeger and J. R. Bergen. Pyramid-based texture analysis/synthesis. In SIGGRAPH, 1995. T. Korah and C. Rasmussen. Analysis ofbuilding textures for reconstructing partially occluded facades. In ECCV, 2008. V. Kwatra, I. Essa, A. Bobick, and N. Kwatra. Texture optimization for example-based synthesis. ACM Trans. Graph., 24(3), 2005. V. Kwatra, A. Sch o¨dl, I. Essa, G. Turk, and A. Bobick. Graphcut textures: image and video synthesis using graph cuts. In SIGGRAPH, 2003. S. Lefebvre, S. Hornus, and A. Lasram. By-example synthesis of architectural textures. In SIGGRAPH, 2010. A. Levinshtein, A. Stere, K. N. Kutulakos, D. J. Fleet, S. J. Dickinson, and K. Siddiqi. Turbopixels: Fast superpixels using geometric flows. TPAMI, 3 1(12), 2009. J. Lin, D. Cohen-Or, H. Zhang, C. Liang, A. Sharf, O. Deussen, and B. Chen. Structure-preserving retargeting of irregular 3d architecture. In SIGGRAPH Asia, 2011. Y. Liu, W.-C. Lin, and J. Hays. Near-regular texture analysis and manipulation. In SIGGRAPH, 2004. S. Luke. Essentials of Metaheuristics. 2009. P. M ¨uller, P. Wonka, S. Haegler, A. Ulmer, and L. Van Gool. Procedural modeling of buildings. In SIGGRAPH, 2006. P. Musialski, P. Wonka, D. G. Aliaga, M. Wimmer, L. Van Gool, and W. Purgathofer. A survey of urban reconstruction. Computer Graphics Forum, 32(6): 146–177, 2013.
[23] J. Portilla and E. P. Simoncelli. A parametric texture model based on joint statistics of complex wavelet coefficients. IJCV, 40(1), 2000.
[24] H. Riemenschneider, U. Krispel, W. Thaller, M. Donoser, S. Havemann, D. Fellner, and H. Bischof. Irregular lattices for complex shape grammar facade parsing. In CVPR, 2012.
[25] J. Sun, L. Yuan, J. Jia, and H.-Y. Shum. Image completion with structure propagation. In SIGGRAPH, 2005.
[26] O. Teboul, I. Kokkinos, P. Koutsourakis, and N. Paragios. Shape grammar parsing via reinforcement learning. In CVPR, 2011.
[27] Y.-T. Yeh, K. Breeden, L. Yang, M. Fisher, and P. Hanrahan. Synthesis of tiled patterns using factor graphs. ACM Trans. Graph., 32(1), 2013.
[28] H. Zhang, K. Xu, W. Jiang, J. Lin, D. Cohen-Or, and B. Chen. Layered analysis of irregular facades via symmetry maximization. In SIGGRAPH, 2013. 11007722