Abstract
Due to the undesirable reconstruction result of the ear part in the 3D face reconstruction which based on single image, we propose an ear reconstruction approach based on the Poisson image blending method. First of all, the 3D face shape is reconstructed from the single frontal image by fitting the sparse morphable model. Then the cylindrical expansion approach and the elliptical skin color criterion are combined in order to utilize for the texture reconstruction and correction process. Finally, the Poisson image blending method is selected to carry out the second recovery for the ear part. The experiment results demonstrate that our approach not only ensure a fast and simplified reconstruction process but also efficiently improve the undesirable reconstruction result in the face profile especially the ear part, which has existed in some 3D face modeling technologies. Meanwhile, it further enhances the sense of reality of the reconstruction result.
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References
Xu, C.H., Wang, Y.H., Tan, T.N.: Overview of research on 3D face modeling. J. Image Graph. 9(8), 893–903 (2004)
Horn, B.K.P.: Height and gradient from shading. Int. J. Comput. Vis. 5(1), 37–75 (1990)
Blanz, V., Vetter, T.: Face recognition based on fitting a 3D morphable model. IEEE Trans. Patt. Anal. Mach. Intell. 25(9), 1063–1074 (2003)
Li, X.: Research of 3D Modeling Based on the Single Frontal Image. Soochow University (2016)
Bookstein, F.L.: Principal warps: thin-plate splines and the decomposition of deformations. IEEE Trans. Patt. Anal. Mach. Intell. 11(6), 567–585 (2002)
Rez, P., Gangnet, M., Blake, A.: Poisson image editing. ACM Trans. Graph. 22(3), 313–318 (2003)
Yin, B., Sun, Y., Wang, C., et al.: BJUT-3D large scale 3D face database and information processing. J. Comput. Res. Dev. 46(6), 1009–1018 (2009)
Ran, H.Z., Zhou, J.L., Wang, L.: Face detection in color image. Asia Pac. J. Anthropol. 10(1), 56–58 (2009)
Tian, Y.: 3D Face Reconstruction Based on Single Frontal Face Image. Chongqing University (2011)
Deng, Q.P.: 3D Face Reconstruction Based on a Single Image and Statistical Model. Shanghai Jiao Tong University (2010)
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Li, Y., Zhang, Q., Wang, B., Li, X., Hu, J. (2018). Research of the Ear Reconstruction Based on the Poisson Image Blending. In: Zhai, G., Zhou, J., Yang, X. (eds) Digital TV and Wireless Multimedia Communication. IFTC 2017. Communications in Computer and Information Science, vol 815. Springer, Singapore. https://doi.org/10.1007/978-981-10-8108-8_41
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DOI: https://doi.org/10.1007/978-981-10-8108-8_41
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