DOI: 10.1145/566654.566626. Articulated body deformation from range scan data

Articulated body deformation from range scan data

10.1145/566654.566626

Crossref journal-article

Association for Computing Machinery (ACM)

ACM Transactions on Graphics (320)

Abstract

This paper presents an example-based method for calculating skeleton-driven body deformations. Our example data consists of range scans of a human body in a variety of poses. Using markers captured during range scanning, we construct a kinematic skeleton and identify the pose of each scan. We then construct a mutually consistent parameterization of all the scans using a posable subdivision surface template. The detail deformations are represented as displacements from this surface, and holes are filled smoothly within the displacement maps. Finally, we combine the range scans using k -nearest neighbor interpolation in pose space. We demonstrate results for a human upper body with controllable pose, kinematics, and underlying surface shape.

Bibliography

Allen, B., Curless, B., & PopoviÄ, Z. (2002). Articulated body deformation from range scan data. ACM Transactions on Graphics, 21(3), 612â619.

Authors 3

Brett Allen (first)
Brian Curless (additional)
Zoran Popović (additional)

References 29 Referenced 147

AUBEL , A. , AND THALMANN , D. 2001 . Interactive modeling of the human musculature . In Proc. of Computer Animation 2001.]] AUBEL, A., AND THALMANN, D. 2001. Interactive modeling of the human musculature. In Proc. of Computer Animation 2001.]] / Proc. of Computer Animation by AUBEL A. (2001)
BLANZ , V. , AND VETTER , T. 1999 . A morphable model for the synthesis of 3D faces . In Proceedings of ACM SIGGRAPH 99, Addison Wesley, New York, A. Rockwood, Ed., Annual Conference Series, 187-194 .]] 10.1145/311535.311556 BLANZ, V., AND VETTER, T. 1999. A morphable model for the synthesis of 3D faces. In Proceedings of ACM SIGGRAPH 99, Addison Wesley, New York, A. Rockwood, Ed., Annual Conference Series, 187-194.]] 10.1145/311535.311556 / Proceedings of ACM SIGGRAPH 99, Addison Wesley, New York, A. Rockwood, Ed., Annual Conference Series, 187-194 by BLANZ V. (1999)
BUEHLER , C. , BOSSE , M. , MCMILLAN , L. , GORTLER , S. J. , AND COHEN , M. F. 2001 . Unstructured lumigraph rendering . In Proceedings of ACM SIGGRAPH 2001, ACM Press / ACM SIGGRAPH, E. Fiume, Ed., Annual Conference Series, ACM, 425-432 .]] 10.1145/383259.383309 BUEHLER, C., BOSSE, M., MCMILLAN, L., GORTLER, S. J., AND COHEN, M. F. 2001. Unstructured lumigraph rendering. In Proceedings of ACM SIGGRAPH 2001, ACM Press / ACM SIGGRAPH, E. Fiume, Ed., Annual Conference Series, ACM, 425-432.]] 10.1145/383259.383309 / Proceedings of ACM SIGGRAPH 2001, ACM Press / ACM SIGGRAPH, E. Fiume, Ed., Annual Conference Series, ACM, 425-432 by BUEHLER C. (2001)
CATMULL , E. , AND CLARK , J. 1978 . Recursively generated B-spline surfaces on arbitrary topological meshes . Computer-Aided Design 10 ( Sept. ), 350 - 355 .]] CATMULL, E., AND CLARK, J. 1978. Recursively generated B-spline surfaces on arbitrary topological meshes. Computer-Aided Design 10 (Sept.), 350-355.]] (10.1016/0010-4485(78)90110-0) / Computer-Aided Design / Recursively generated B-spline surfaces on arbitrary topological meshes by CATMULL E. (1978)
CHADWICK J. E. HAUMANN D. R. AND PARENT R. E. 1989. Layered construction for deformable animated characters. Computer Graphics (Proceedings of ACM SIGGRAPH 89) 23 3 243-252.]] 10.1145/74334.74358 CHADWICK J. E. HAUMANN D. R. AND PARENT R. E. 1989. Layered construction for deformable animated characters. Computer Graphics (Proceedings of ACM SIGGRAPH 89) 23 3 243-252.]] 10.1145/74334.74358 (10.1145/74334.74358)
CURLESS , B. , AND LEVOY , M. 1995 . Better optical triangulation through spacetime analysis . In Proceedings of IEEE International Conference on Computer Vision, 987-994 .]] CURLESS, B., AND LEVOY, M. 1995. Better optical triangulation through spacetime analysis. In Proceedings of IEEE International Conference on Computer Vision, 987-994.]] / Proceedings of IEEE International Conference on Computer Vision, 987-994 by CURLESS B. (1995)
CURLESS , B. , AND LEVOY , M. 1996 . A volumetric method for building complex models from range images . In Proceedings of ACM SIGGRAPH 96, ACM Press / ACM SIGGRAPH / Addison Wesley Longman, K. Akeley, Ed., Annual Conference Series, ACM, 303-312 .]] 10.1145/237170.237269 CURLESS, B., AND LEVOY, M. 1996. A volumetric method for building complex models from range images. In Proceedings of ACM SIGGRAPH 96, ACM Press / ACM SIGGRAPH / Addison Wesley Longman, K. Akeley, Ed., Annual Conference Series, ACM, 303-312.]] 10.1145/237170.237269 / Proceedings of ACM SIGGRAPH 96, ACM Press / ACM SIGGRAPH / Addison Wesley Longman, K. Akeley, Ed., Annual Conference Series, ACM, 303-312 by CURLESS B. (1996)
GILL , P. E. , MURRAY , W. , AND WRIGHT , M. H. 1989. Practical Optimization . Academic Press .]] GILL, P. E., MURRAY, W., AND WRIGHT, M. H. 1989. Practical Optimization. Academic Press.]] / Practical Optimization by GILL P. E.
10.1109/34.491619
GOWITZKE , B. A. , AND MILNER , M. 1988. Scientific Bases of Human Movement , third ed. Williams & Wilkins , Baltimore, MD .]] GOWITZKE, B. A., AND MILNER, M. 1988. Scientific Bases of Human Movement, third ed. Williams & Wilkins, Baltimore, MD.]] / Scientific Bases of Human Movement by GOWITZKE B. A.
GUENTER , B. , GRIMM , C. , WOOD , D. , MALVAR , H. , AND PIGHIN , F. 1998 . Making faces . In Proceedings of ACM SIGGRAPH 98, Addison Wesley, M. Cohen, Ed., Annual Conference Series, ACM, 55-66 .]] 10.1145/280814.280822 GUENTER, B., GRIMM, C., WOOD, D., MALVAR, H., AND PIGHIN, F. 1998. Making faces. In Proceedings of ACM SIGGRAPH 98, Addison Wesley, M. Cohen, Ed., Annual Conference Series, ACM, 55-66.]] 10.1145/280814.280822 / Proceedings of ACM SIGGRAPH 98, Addison Wesley, M. Cohen, Ed., Annual Conference Series, ACM, 55-66 by GUENTER B. (1998)
HERDA , L. , FUA , P. , PLÄNKERS , R. , BOULIC , R. , AND THALMANN , D. 2001 . Using skeleton-based tracking to increase the reliability of optical motion capture . Human Movement Science Journal 20 , 313 - 341 .]] HERDA, L., FUA, P., PLÄNKERS, R., BOULIC, R., AND THALMANN, D. 2001. Using skeleton-based tracking to increase the reliability of optical motion capture. Human Movement Science Journal 20, 313-341.]] (10.1016/S0167-9457(01)00050-1) / Human Movement Science Journal / Using skeleton-based tracking to increase the reliability of optical motion capture by HERDA L. (2001)
KRISHNAMURTHY , V. , AND LEVOY , M. 1996 . Fitting smooth surfaces to dense polygon meshes . In Proceedings of ACM SIGGRAPH 96, Addison Wesley, H. Rushmeier, Ed., Annual Conference Series, ACM, 313-324 .]] 10.1145/237170.237270 KRISHNAMURTHY, V., AND LEVOY, M. 1996. Fitting smooth surfaces to dense polygon meshes. In Proceedings of ACM SIGGRAPH 96, Addison Wesley, H. Rushmeier, Ed., Annual Conference Series, ACM, 313-324.]] 10.1145/237170.237270 / Proceedings of ACM SIGGRAPH 96, Addison Wesley, H. Rushmeier, Ed., Annual Conference Series, ACM, 313-324 by KRISHNAMURTHY V. (1996)
LEE , A. , MORETON , H. , AND HOPPE , H. 2000 . Displaced subdivision surfaces . In Proceedings of ACM SIGGRAPH 2000, ACM Press / ACM SIGGRAPH / Addison Wesley Longman, K. Akeley, Ed., ACM , 85 - 94 .]] 10.1145/344779.344829 LEE, A., MORETON, H., AND HOPPE, H. 2000. Displaced subdivision surfaces. In Proceedings of ACM SIGGRAPH 2000, ACM Press / ACM SIGGRAPH / Addison Wesley Longman, K. Akeley, Ed., ACM, 85-94.]] 10.1145/344779.344829 / Proceedings of ACM SIGGRAPH by LEE A. (2000)
LEWIS , J. P. , CORDNER , M. , AND FONG , N. 2000 . Pose space deformations: A unified approach to shape interpolation and skeleton-driven deformation . In Proceedings of ACM SIGGRAPH 2000, ACM Press / ACM SIGGRAPH / Addison Wesley Longman, K. Akeley, Ed., Annual Conference Series, ACM, 165-172 .]] 10.1145/344779.344862 LEWIS, J. P., CORDNER, M., AND FONG, N. 2000. Pose space deformations: A unified approach to shape interpolation and skeleton-driven deformation. In Proceedings of ACM SIGGRAPH 2000, ACM Press / ACM SIGGRAPH / Addison Wesley Longman, K. Akeley, Ed., Annual Conference Series, ACM, 165-172.]] 10.1145/344779.344862 / Proceedings of ACM SIGGRAPH 2000, ACM Press / ACM SIGGRAPH / Addison Wesley Longman, K. Akeley, Ed., Annual Conference Series, ACM, 165-172 by LEWIS J. P. (2000)
LUTTGENS , K. , AND WELLS , K. F. 1982. Kinesiology: scientific basis of human motion, seventh ed . CBS College Publishing , New York, NY .]] LUTTGENS, K., AND WELLS, K. F. 1982. Kinesiology: scientific basis of human motion, seventh ed. CBS College Publishing, New York, NY.]] / Kinesiology: scientific basis of human motion, seventh ed by LUTTGENS K.
MAGNENAT-THALMANN , N. , LAPERRIERE , R. , AND THALMANN , D. 1988 . Joint-dependent local deformations for hand animation and object grasping . In Proc. Graphics Interface , 26 - 33 .]] MAGNENAT-THALMANN, N., LAPERRIERE, R., AND THALMANN, D. 1988. Joint-dependent local deformations for hand animation and object grasping. In Proc. Graphics Interface, 26-33.]] / Proc. Graphics Interface / Joint-dependent local deformations for hand animation and object grasping by MAGNENAT-THALMANN N. (1988)
NG-THOW-HING , V. 1999 . Physically based anatomic modeling for construction of musculoskeletal systems . In Proceedings of the 1999 SIGGRAPH annual conference: Conference abstracts and applications, ACM Press , New York, NY 10036, USA, Computer Graphics, ACM , 264 - 264 .]] 10.1145/311625.312164 NG-THOW-HING, V. 1999. Physically based anatomic modeling for construction of musculoskeletal systems. In Proceedings of the 1999 SIGGRAPH annual conference: Conference abstracts and applications, ACM Press, New York, NY 10036, USA, Computer Graphics, ACM, 264-264.]] 10.1145/311625.312164 / Proceedings of the 1999 SIGGRAPH annual conference: Conference abstracts and applications, ACM Press by NG-THOW-HING V. (1999)
PIGHIN , F. , HECKER , J. , LISCHINSKI , D. , SZELISKI , R. , AND SALESIN , D. H. 1998 . Synthesizing realistic facial expressions from photographs . In Proceedings of ACM SIGGRAPH 98, Addison Wesley, M. Cohen, Ed., Annual Conference Series, ACM, 75-84 .]] 10.1145/280814.280825 PIGHIN, F., HECKER, J., LISCHINSKI, D., SZELISKI, R., AND SALESIN, D. H. 1998. Synthesizing realistic facial expressions from photographs. In Proceedings of ACM SIGGRAPH 98, Addison Wesley, M. Cohen, Ed., Annual Conference Series, ACM, 75-84.]] 10.1145/280814.280825 / Proceedings of ACM SIGGRAPH 98, Addison Wesley, M. Cohen, Ed., Annual Conference Series, ACM, 75-84 by PIGHIN F. (1998)
PRAUN , E. , SWELDENS , W. , AND SCHRÖDER , P. 2001 . Consistent mesh parameterizations . In Proceedings of ACM SIGGRAPH 2001, ACM Press / ACM SIGGRAPH, E. Fiume, Ed., Annual Conference Series, ACM, 179-184 .]] 10.1145/383259.383277 PRAUN, E., SWELDENS, W., AND SCHRÖDER, P. 2001. Consistent mesh parameterizations. In Proceedings of ACM SIGGRAPH 2001, ACM Press / ACM SIGGRAPH, E. Fiume, Ed., Annual Conference Series, ACM, 179-184.]] 10.1145/383259.383277 / Proceedings of ACM SIGGRAPH 2001, ACM Press / ACM SIGGRAPH, E. Fiume, Ed., Annual Conference Series, ACM, 179-184 by PRAUN E. (2001)
10.1109/38.708559
SCHEEPERS , F. , PARENT , R. E. , CARLSON , W. E. , AND MAY , S. F. 1997 . Anatomy-based modeling of the human musculature . In Proceedings of ACM SIGGRAPH 97, T. Whitted, Ed., Annual Conference Series, ACM, 163-172 .]] 10.1145/258734.258827 SCHEEPERS, F., PARENT, R. E., CARLSON, W. E., AND MAY, S. F. 1997. Anatomy-based modeling of the human musculature. In Proceedings of ACM SIGGRAPH 97, T. Whitted, Ed., Annual Conference Series, ACM, 163-172.]] 10.1145/258734.258827 / Proceedings of ACM SIGGRAPH 97, T. Whitted, Ed., Annual Conference Series, ACM, 163-172 by SCHEEPERS F. (1997)
SHEN JIANHUA , THAL MANN , N. M., AND THALMANN , D. 1994 . Human skin deformation from cross-sections . In Computer Graphics Int. '94 .]] SHEN JIANHUA, THALMANN, N. M., AND THALMANN, D. 1994. Human skin deformation from cross-sections. In Computer Graphics Int. '94.]] / Computer Graphics Int. '94 by SHEN JIANHUA MANN (1994)
SILAGHI , M.-C. , PLÄNKERS , R. , BOULIC , R. , FUA , P. , AND THALMANN , D. 1998 . Local and global skeleton fitting techniques for optical motion capture . In Proceedings of the International Workshop on Modelling and Motion Capture Techniques for Virtual Environments (CAPTECH-98) , Springer, Berlin, N. Magnenat-Thalmann and D. Thalmann, Eds. , vol. 1537 of LNAI, 26 - 40 .]] SILAGHI, M.-C., PLÄNKERS, R., BOULIC, R., FUA, P., AND THALMANN, D. 1998. Local and global skeleton fitting techniques for optical motion capture. In Proceedings of the International Workshop on Modelling and Motion Capture Techniques for Virtual Environments (CAPTECH-98), Springer, Berlin, N. Magnenat-Thalmann and D. Thalmann, Eds., vol. 1537 of LNAI, 26-40.]] (10.1007/3-540-49384-0_3) / Proceedings of the International Workshop on Modelling and Motion Capture Techniques for Virtual Environments (CAPTECH-98) by SILAGHI M.-C. (1998)
SLOAN , P.-P. , ROSE , C. , AND COHEN , M. F. 2001 . Shape by example . In Proceedings of 2001 Symposium on Interactive 3D Graphics.]] 10 .1145/364338.364382 SLOAN, P.-P., ROSE, C., AND COHEN, M. F. 2001. Shape by example. In Proceedings of 2001 Symposium on Interactive 3D Graphics.]] 10.1145/364338.364382 / Proceedings of 2001 Symposium on Interactive 3D Graphics.]] 10 by SLOAN P.-P. (2001)
TALBOT , J. 1998. Accurate Characterization of Skin Deformations Using Range Data. Master's thesis , Department of Computer Science , University of Toronto .]] TALBOT, J. 1998. Accurate Characterization of Skin Deformations Using Range Data. Master's thesis, Department of Computer Science, University of Toronto.]] / Department of Computer Science by TALBOT J.
10.1145/192161.192241
WILHELMS , J. , AND GELDER , A. V. 1997 . Anatomically based modeling . In Proceedings of ACM SIGGRAPH 97, T. Whitted, Ed., Annual Conference Series, ACM, 173-180 .]] 10.1145/258734.258833 WILHELMS, J., AND GELDER, A. V. 1997. Anatomically based modeling. In Proceedings of ACM SIGGRAPH 97, T. Whitted, Ed., Annual Conference Series, ACM, 173-180.]] 10.1145/258734.258833 / Proceedings of ACM SIGGRAPH 97, T. Whitted, Ed., Annual Conference Series, ACM, 173-180 by WILHELMS J. (1997)
10.1145/279232.279236

Dates

Type	When
Created	22 years, 10 months ago (Oct. 7, 2002, 9:52 a.m.)
Deposited	2 months, 2 weeks ago (June 18, 2025, 1:24 p.m.)
Indexed	2 months, 2 weeks ago (June 19, 2025, 12:44 a.m.)
Issued	23 years, 2 months ago (July 1, 2002)
Published	23 years, 2 months ago (July 1, 2002)
Published Online	23 years, 2 months ago (July 1, 2002)
Published Print	23 years, 2 months ago (July 1, 2002)

Funders 0

None

BibTeX

@article{Allen_2002, title={Articulated body deformation from range scan data}, volume={21}, ISSN={1557-7368}, url={http://dx.doi.org/10.1145/566654.566626}, DOI={10.1145/566654.566626}, number={3}, journal={ACM Transactions on Graphics}, publisher={Association for Computing Machinery (ACM)}, author={Allen, Brett and Curless, Brian and Popović, Zoran}, year={2002}, month=jul, pages={612–619} }

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  "abstract": "<jats:p>\n            This paper presents an example-based method for calculating skeleton-driven body deformations. Our example data consists of range scans of a human body in a variety of poses. Using markers captured during range scanning, we construct a kinematic skeleton and identify the pose of each scan. We then construct a mutually consistent parameterization of all the scans using a posable subdivision surface template. The detail deformations are represented as displacements from this surface, and holes are filled smoothly within the displacement maps. Finally, we combine the range scans using\n            <jats:italic>k</jats:italic>\n            -nearest neighbor interpolation in pose space. We demonstrate results for a human upper body with controllable pose, kinematics, and underlying surface shape.\n          </jats:p>",
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      "author": "SHEN JIANHUA MANN",
      "year": "1994",
      "unstructured": "SHEN JIANHUA , THAL MANN , N. M., AND THALMANN , D. 1994 . Human skin deformation from cross-sections . In Computer Graphics Int. '94 .]] SHEN JIANHUA, THALMANN, N. M., AND THALMANN, D. 1994. Human skin deformation from cross-sections. In Computer Graphics Int. '94.]]"
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      "year": "1998",
      "unstructured": "SILAGHI , M.-C. , PL\u00c4NKERS , R. , BOULIC , R. , FUA , P. , AND THALMANN , D. 1998 . Local and global skeleton fitting techniques for optical motion capture . In Proceedings of the International Workshop on Modelling and Motion Capture Techniques for Virtual Environments (CAPTECH-98) , Springer, Berlin, N. Magnenat-Thalmann and D. Thalmann, Eds. , vol. 1537 of LNAI, 26 - 40 .]] SILAGHI, M.-C., PL\u00c4NKERS, R., BOULIC, R., FUA, P., AND THALMANN, D. 1998. Local and global skeleton fitting techniques for optical motion capture. In Proceedings of the International Workshop on Modelling and Motion Capture Techniques for Virtual Environments (CAPTECH-98), Springer, Berlin, N. Magnenat-Thalmann and D. Thalmann, Eds., vol. 1537 of LNAI, 26-40.]]"
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    {
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      "author": "SLOAN P.-P.",
      "year": "2001",
      "unstructured": "SLOAN , P.-P. , ROSE , C. , AND COHEN , M. F. 2001 . Shape by example . In Proceedings of 2001 Symposium on Interactive 3D Graphics.]] 10 .1145/364338.364382 SLOAN, P.-P., ROSE, C., AND COHEN, M. F. 2001. Shape by example. In Proceedings of 2001 Symposium on Interactive 3D Graphics.]] 10.1145/364338.364382"
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    {
      "volume-title": "Department of Computer Science",
      "author": "TALBOT J.",
      "key": "e_1_2_1_26_1",
      "unstructured": "TALBOT , J. 1998. Accurate Characterization of Skin Deformations Using Range Data. Master's thesis , Department of Computer Science , University of Toronto .]] TALBOT, J. 1998. Accurate Characterization of Skin Deformations Using Range Data. Master's thesis, Department of Computer Science, University of Toronto.]]"
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