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fbtwitterlinkedinvimeoflicker grey 14rssslideshare1
Languages: English
Types: Article
Subjects: QA75

Classified by OpenAIRE into

arxiv: Computer Science::Computer Vision and Pattern Recognition, Computer Science::Graphics
ACM Ref: ComputingMethodologies_IMAGEPROCESSINGANDCOMPUTERVISION, ComputingMethodologies_COMPUTERGRAPHICS
This paper presents a fully automatic approach to fitting a generic facial model to detailed range scans of human faces to reconstruct 3D facial models and textures with no manual intervention (such as specifying landmarks). A Scaling Iterative Closest Points (SICP) algorithm is introduced to compute the optimal rigid registrations between the generic model and the range scans with different sizes. And then a new template-fitting method, formulated in an optmization framework of minimizing the physically based elastic energy derived from thin shells, faithfully reconstructs the surfaces and the textures from the range scans and yields dense point correspondences across the reconstructed facial models. Finally, we demonstrate a facial expression transfer method to clone facial expressions from the generic model onto the reconstructed facial models by using the deformation transfer technique.
  • The results below are discovered through our pilot algorithms. Let us know how we are doing!

    • 1. Allen, B., Curless, B., Popovic, Z.: The space of human body shapes: reconstruction and parameterization from range scans. In: Proc. SIGGRAPH '03 Papers. pp. 587{ 594. ACM, San Diego, California, USA (2003)
    • 2. Besl, P.J., McKay, N.D.: A method for registration of 3-D shapes. IEEE Trans. Pattern Anal. Mach. Intell. 14(2), 239{256 (1992)
    • 3. Blanz, V., Vetter, T.: A morphable model for the synthesis of 3d faces. In: Proc. SIGGRAPH '99. pp. 187{194. ACM, Los Angeles, California, USA (1999)
    • 4. Botsch, M., Sorkine, O.: On linear variational surface deformation methods IEEE Trans. Vis. Comput. Graph. 14(1), 213{230 (2008)
    • 5. Botsch, M., Sumner, R.W., Pauly, M., Gross, M.: Deformation transfer for detailpreserving surface editing. In: Proc. VMV '06. pp. 257{364. Aachen, Germany (2006)
    • 6. Du, S., Zheng, N., Ying, S., Wei, J.: ICP with bounded scale for registration of m-D point sets. In: Proc. ICME '07. pp. 1291{1294. IEEE Computer Society, Beijing, China (2007)
    • 7. Du, S., Zheng, N., Ying, S., You, Q., Wu, Y.: An extension of the ICP algorithm considering scale factor. In: Proc. ICIP '07. vol. 5, pp. 193{196. IEEE Computer Society, San Antonio, Texas, USA (2007)
    • 8. Haber, J., Terzopoulos, D.: Facial modeling and animation. In: Proc. SIGGRAPH '04 Courses. p. 6. ACM, Los Angeles, California, USA (2004)
    • 9. Hormann, K., Polthier, K., She er, A.: Mesh parameterization: theory and practice. In: Proc. SIGGRAPH Asia '08 Courses. pp. 1{87. ACM, Singapore (2008)
    • 10. Horn, B.K.P.: Closed-form solution of absolute orientation using unit quaternions. J. Opt. Soc. Am. A 4(4), 629{642 (1987)
    • 11. Li, H., Adams, B., Guibas, L.J., Pauly, M.: Robust single-view geometry and motion reconstruction. In: Proc. SIGGRAPH Asia '09 Papers. pp. 175:1{10. ACM, New York, NY, USA (2009)
    • 12. Noh, J.y., Neumann, U.: Expression cloning. In: Proc. SIGGRAPH '01. pp. 277{ 288. ACM, Los Angeles, California, USA (2001)
    • 13. Phillips, P.J., Flynn, P.J., Scruggs, W.T., Bowyer, K.W., Chang, J., Ho man, K.J., Marques, J., Min, J., Worek, W.J.: Overview of the face recognition grand challenge. In: Proc. CVPR '05. pp. 947{954. IEEE Computer Society, San Diego, CA, USA (2005)
    • 14. Pighin, F., Lewis, J.P.: Performance-driven facial animation. In: Proc. SIGGRAPH '06 Courses. ACM, San Diego, California, USA (2006)
    • 15. Pyun, H., Kim, Y., Chae, W., Kang, H.W., Shin, S.Y.: An example-based approach for facial expression cloning. In: Proc. SCA '03. pp. 167{176. Eurographics Association, San Diego, California (2003)
    • 16. Rusinkiewicz, S., Levoy, M.: E cient variants of the icp algorithm. In: Proc. 3DIM '01. pp. 145{152. IEEE Computer Society, Quebec City, Canada (2001)
    • 17. Sumner, R.W., Popovic, J.: Deformation transfer for triangle meshes. In: Proc. SIGGRAPH '04 Papers. pp. 399{405. ACM, Los Angeles, California, USA (2004)
    • 18. Terzopoulos, D., Platt, J., Barr, A., Fleischer, K.: Elastically deformable models. In: Proc. SIGGRAPH '87. pp. 205{214. ACM, Anaheim, California, USA (1987)
    • 19. Turk, G., Levoy, M.: Zippered polygon meshes from range images. In: Proc. SIGGRAPH '94. pp. 311{318. ACM, Orlando, Florida, USA (1994)
    • 20. Vlasic, D., Brand, M., P ster, H., Popovic, J.: Face transfer with multilinear models. In: Proc. SIGGRAPH '05 Papers. pp. 426{433. ACM, Los Angeles, California, USA (2005)
    • 21. Weise, T., Li, H., Van Gool, L., Pauly, M.: Face/o : live facial puppetry. In: Proc. SCA '09. pp. 7{16. ACM, New Orleans, Louisiana (2009)
    • 22. Zhang, L., Snavely, N., Curless, B., Seitz, S.M.: Spacetime faces: high resolution capture for modeling and animation. In: Proc. SIGGRAPH '04 Papers. pp. 548{ 558. ACM, Los Angeles, California, USA (2004)
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