Skip to main content
Top

2015 | OriginalPaper | Chapter

Interactive Head 3D Reconstruction Based Combine of Key Points and Voxel

Authors : Yanwei Pang, Kun Li, Jing Pan, Yuqing He, Changshu Liu

Published in: Image and Graphics

Publisher: Springer International Publishing

Activate our intelligent search to find suitable subject content or patents.

search-config
loading …

Abstract

In the 3D reconstruction of the head, we can extract a large number of key points from the face, but not enough key points from the hair. The 3D reconstruction method based key points do well in the facial reconstruction, but not be able to reconstruction the hair part. Because the traditional 3D reconstruction method based voxel exploit more silhouette information, the method can reconstruct the hair better than the method based key points. A method based the combine of key points and voxel is presented to reconstruct head models. The main process: first of all, extract key points and silhouette; secondly, reconstruct the head by key points method and get the space needed to be reconstruct by voxel method interactive; finally, reconstruct the space which we get in last step; Through this combination 3D reconstruction method, we can reconstruct a good head.

Dont have a licence yet? Then find out more about our products and how to get one now:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Literature
1.
go back to reference Mülayim, A.Y., Yilmaz, U., Atalay, V.: Silhouette-based 3-D model reconstruction. IEEE Trans. Syst. Man Cybern. 33(4), 582–591 (2003)CrossRef Mülayim, A.Y., Yilmaz, U., Atalay, V.: Silhouette-based 3-D model reconstruction. IEEE Trans. Syst. Man Cybern. 33(4), 582–591 (2003)CrossRef
2.
go back to reference Wang, Y.: Research on Profile Extraction and Key Technologies for 3D Reconstruction, pp. 63–74. University of Chongqing, Chongqing (2010). (in Chinese) Wang, Y.: Research on Profile Extraction and Key Technologies for 3D Reconstruction, pp. 63–74. University of Chongqing, Chongqing (2010). (in Chinese)
3.
go back to reference Pons, J.P., Keriven, R., Faugeras, O.D.: Multi-view stereo reconstruction and scene flow estimation with a global image based matching score. Int. J. Comput. Vis. 72(2), 179–193 (2007)CrossRef Pons, J.P., Keriven, R., Faugeras, O.D.: Multi-view stereo reconstruction and scene flow estimation with a global image based matching score. Int. J. Comput. Vis. 72(2), 179–193 (2007)CrossRef
4.
go back to reference Seitz, S.M., Curless, B., Diebel, J.: A comparison and evaluation of multi-view stereo reconstruction algorithms. Comput. Vision Pattern Recogn. 1, 519–528 (2006) Seitz, S.M., Curless, B., Diebel, J.: A comparison and evaluation of multi-view stereo reconstruction algorithms. Comput. Vision Pattern Recogn. 1, 519–528 (2006)
5.
go back to reference Kazhdan, M., Bolitho, M., Hoppe, H.: Poisson surface reconstruction. In: Symposium on Geometry Processing, pp. 61–70 (2006) Kazhdan, M., Bolitho, M., Hoppe, H.: Poisson surface reconstruction. In: Symposium on Geometry Processing, pp. 61–70 (2006)
6.
go back to reference Morel, J.M., Yu, G.: ASIFT: A new framework for fully affine invariant image comparison. SIAM J. Imaging Sci. 2(2), 438–469 (2009)MathSciNetCrossRefMATH Morel, J.M., Yu, G.: ASIFT: A new framework for fully affine invariant image comparison. SIAM J. Imaging Sci. 2(2), 438–469 (2009)MathSciNetCrossRefMATH
7.
go back to reference Lowe, D.G.: Distinctive image features from scale-invariant keypoints. Int. J. Comput. Vis. 60(2), 91–110 (2004)CrossRef Lowe, D.G.: Distinctive image features from scale-invariant keypoints. Int. J. Comput. Vis. 60(2), 91–110 (2004)CrossRef
8.
go back to reference Snavely, N., Seitz, S.M., Szeliski, R.: Photo tourism: exploring image collections in 3D. ACM Trans. Graph. 25(3), 835–846 (2006)CrossRef Snavely, N., Seitz, S.M., Szeliski, R.: Photo tourism: exploring image collections in 3D. ACM Trans. Graph. 25(3), 835–846 (2006)CrossRef
9.
go back to reference Snavely, N., Seitz, S.M., Szeliski, R.: Modeling the world from internet photo collections. Int. J. Comput. Vis. 80(2), 189–210 (2007)CrossRef Snavely, N., Seitz, S.M., Szeliski, R.: Modeling the world from internet photo collections. Int. J. Comput. Vis. 80(2), 189–210 (2007)CrossRef
10.
go back to reference Lourakis, M., Argyros, A.: SBA: a software package for generic sparse bundle adjustment. ACM Trans. Math. Softw. 36(1), 2 (2009)MathSciNetCrossRef Lourakis, M., Argyros, A.: SBA: a software package for generic sparse bundle adjustment. ACM Trans. Math. Softw. 36(1), 2 (2009)MathSciNetCrossRef
11.
go back to reference Furukawa, Y., Curless, B., Seitz, S.M., Szeliski, R.: Towards internet-scale multi-view stereo. In: IEEE Conference on Computer Vision and Pattern Recognition, pp 1434–1441 (2010) Furukawa, Y., Curless, B., Seitz, S.M., Szeliski, R.: Towards internet-scale multi-view stereo. In: IEEE Conference on Computer Vision and Pattern Recognition, pp 1434–1441 (2010)
12.
go back to reference Furukawa, Y., Ponce, J.: Accurate, dense, and robust multi-view stereopsis. IEEE Trans. Pattern Anal. Mach. Intell. 32(8), 1362–1376 (2010)CrossRef Furukawa, Y., Ponce, J.: Accurate, dense, and robust multi-view stereopsis. IEEE Trans. Pattern Anal. Mach. Intell. 32(8), 1362–1376 (2010)CrossRef
13.
go back to reference Rother, C., Kolmogorov, V., Blake, A.: “GrabCut” — interactive foreground extraction using iterated graph cuts. ACM Trans. Graph. 23(3), 309–314 (2004)CrossRef Rother, C., Kolmogorov, V., Blake, A.: “GrabCut” — interactive foreground extraction using iterated graph cuts. ACM Trans. Graph. 23(3), 309–314 (2004)CrossRef
14.
go back to reference Ding, H., Zhang, X.: Object abstraction algorithm with fast GrabCut. Comput. Eng. Des. 33(4), 1477–1481 (2012). (in Chinese) Ding, H., Zhang, X.: Object abstraction algorithm with fast GrabCut. Comput. Eng. Des. 33(4), 1477–1481 (2012). (in Chinese)
15.
go back to reference Wu, C.: Towards linear-time incremental structure from motion. In: International Conference on 3D Vision, pp. 127–134 (2013) Wu, C.: Towards linear-time incremental structure from motion. In: International Conference on 3D Vision, pp. 127–134 (2013)
16.
go back to reference Wu, C., Agarwal, S., Curless, B., Seitz, S.M.: Multicore bundle adjustment. In: IEEE Conference on Computer Vision and Pattern Recognition, pp. 1063–6919 (2011) Wu, C., Agarwal, S., Curless, B., Seitz, S.M.: Multicore bundle adjustment. In: IEEE Conference on Computer Vision and Pattern Recognition, pp. 1063–6919 (2011)
Metadata
Title
Interactive Head 3D Reconstruction Based Combine of Key Points and Voxel
Authors
Yanwei Pang
Kun Li
Jing Pan
Yuqing He
Changshu Liu
Copyright Year
2015
DOI
https://doi.org/10.1007/978-3-319-21963-9_42

Premium Partner