Adaptable Anatomical Models for Realistic Bone Motion Reconstruction

Computer Graphics Forum

Volumn 34, Issue 2, 2015, Pages 459-471

  Zhu, Lifeng ^a   Hu, Xiaoyan ^a   Kavan, Ladislav ^a  

^a UNIVERSITY OF PENNSYLVANIA   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; BONE; INVERSE KINEMATICS; INVERSE PROBLEMS; KINEMATICS; OPTIMIZATION;

ANATOMICAL MODELS; JOINT STRUCTURE; OPTICAL MOTION CAPTURE; OPTIMIZATION ALGORITHMS; PERSONALIZED MODEL; SKIN DEFORMATION; SUBJECT-SPECIFIC; SYNTHETIC DATA;

JOINTS (ANATOMY);

EID: 84932154980     PISSN: 01677055     EISSN: 14678659     Source Type: Journal    
DOI: 10.1111/cgf.12575     Document Type: Conference Paper

References (46)

1. Anguelov D., Srinivasan P., Koller D., Thrun S., Rodgers J., Davis J.,: Scape: shape completion and animation of people. In ACM Trans. Graph. (2005). 3
2. Ballan L., Taneja A., Gall J., Van Gool L., Pollefeys M.,: Motion capture of hands in action using discriminative salient points. In ECCV. Springer, 2012. 3
3. Corazza S., Gambaretto E., Mundermann L., Andriacchi T.P.,: Automatic generation of a subject-specific model for accurate markerless motion capture and biomechanical applications. IEEE Transactions on Biomedical Engineering 57, 4 (2010), 806-812. 3
4. Clutterbuck S., Jacobs J.,: A physically based approach to virtual character deformation. In ACM SIGGRAPH 2010 talks (2010). 2
5. Corazza S., Mündermann L., Chaudhari A., Demattio T., Cobelli C., Andriacchi T.,: A markerless motion capture system to study musculoskeletal biomechanics: Visual hull and simulated annealing approach. Annals of biomedical engineering 34, 6 (2006), 1019-1029. 3
6. Corazza S., Mündermann L., Gambaretto E., Ferrigno G., Andriacchi T.P.,: Markerless motion capture through visual hull, articulated icp and subject specific model generation. IJCV 87, 1-2 (2010), 156-169. 3
7. Ceseracciu E., Sawacha Z., Cobelli C.,: Comparison of markerless and marker-based motion capture technologies through simultaneous data collection during gait: Proof of concept. PloS one 9, 3 (2014), e87640. 3
8. Chang W., Zwicker M.,: Global registration of dynamic range scans for articulated model reconstruction. ACM Trans. Graph. 30, 3 (2011), 26. 3, 6
9. Delp S.L., Anderson F.C., Arnold A.S., Loan P., Habib A., John C.T., Guendelman E., Thelen D.G.,: Opensim: open-source software to create and analyze dynamic simulations of movement. IEEE Transactions on Biomedical Engineering 54, 11 (2007), 1940-1950. 2, 3, 9, 11
10. De Aguiar E., Stoll C., Theobalt C., Ahmed N., Seidel H.-P., Thrun S.,: Performance capture from sparse multi-view video. In ACM Trans. Graph. (2008), vol. 27. 3
11. Dicko A., Gilles B., Faure F., Palombi O.,: From generic to specific musculoskeletal simulations using an ontology-based modeling pipeline. In Intelligent Computer Graphics 2012. Springer, 2012, pp. 227-242. 3
12. Dicko A.-H., Liu T., Gilles B., Kavan L., Faure F., Palombi O., Cani M.-P.,: Anatomy transfer. ACM Trans. Graph. 32, 6 (2013). 2, 3, 11
13. Delp S.L., Loan J.P., Hoy M.G., Zajac F.E., Topp E.L., Rosen J.M.,: An interactive graphics-based model of the lower extremity to study orthopaedic surgical procedures. IEEE Transactions on Biomedical Engineering 37, 8 (1990). 3
14. Fan Y., Litven J., Pai D.K.,: Active volumetric musculoskeletal systems. ACM Trans. Graph. 33, 4 (2014). 2, 8
15. Garling E., Kaptein B., Mertens B., Barendregt W., Veeger H., Nelissen R., Valstar E.,: Soft-tissue artefact assessment during step-up using fluoroscopy and skin-mounted markers. Journal of Biomechanics 40 (2007), S18-S24. 3
16. Gilles B., Reveret L., Pai D.,: Creating and animating subject-specific anatomical models. In Computer Graphics Forum (2010), vol. 29, pp. 2340-2351. 3
17. Gall J., Stoll C., De Aguiar E., Theobalt C., Rosenhahn B., Seidel H.-P.,: Motion capture using joint skeleton tracking and surface estimation. In CVPR (2009). 3
18. Helten T., Baak A., Bharaj G., Muller M., Seidel H.-P., Theobalt C.,: Personalization and evaluation of a real-time depth-based full body tracker. In 3DTV-Conference, 2013 (2013), IEEE, pp. 279-286. 3
19. Holzbaur K.R., Murray W.M., Delp S.L.,: A model of the upper extremity for simulating musculoskeletal surgery and analyzing neuromuscular control. Annals of biomedical engineering 33, 6 (2005), 829-840. 3, 8
20. Hasler N., Stoll C., Sunkel M., Rosenhahn B., Seidel H.-P.,: A statistical model of human pose and body shape. In Computer Graphics Forum (2009), vol. 28. 3
21. Jacobson A., Baran I., Popovic J., Sorkine O.,: Bounded biharmonic weights for real-time deformation. ACM Trans. Graph. 30, 4 (2011), 78. 5, 8, 9
22. Jacobson A., Sorkine O.,: Stretchable and twistable bones for skeletal shape deformation. ACM Trans. Graph. 30, 6 (2011), 165:1-165:8. 8
23. Kummer B., Lohscheidt K.,: Mathematical model of the longitudinal growth of long bones. Anatomischer Anzeiger 158, 5 (1985), 377. 5
24. Kavan L., Sorkine O.,: Elasticity-inspired deformers for character articulation. ACM Trans. Graph. 31, 6 (2012). 3
25. Kraevoy V., Sheffer A., Shamir A., Cohen-Or D.,: Non-homogeneous resizing of complex models. ACM Trans. Graph. 27, 5 (2008), 111:1-111:9. 3
26. Li H., Adams B., Guibas L.J., Pauly M.,: Robust single-view geometry and motion reconstruction. ACM Trans. Graph. 28, 5 (2009), 175. 6, 7
27. Lewis J.P., Cordner M., Fong N.,: Pose space deformation: A unified approach to shape interpolation and skeleton-driven deformation. In Proc. ACM SIGGRAPH (2000), pp. 165-172. 8, 12
28. Le B.H., Deng Z.,: Robust and accurate skeletal rigging from mesh sequences. ACM Trans. Graph. 33, 4 (2014). 3
29. Lu G., DeSouza G., Armer J., Shyu. B. A. C.-R.,: A system for limb-volume measurement using 3d models from an infrared depth sensor. In IEEE Symposium Series on Computational Intelligence, Symposium on Computational Intelligence for Healthcare and e-Health (CICARE) (2013). 3
30. Liu Y., Gall J., Stoll C., Dai Q., Seidel H., Theobalt C.,: Markerless motion capture of multiple characters using multi-view image segmentation. TPAMI (2013). 3
31. Li H., Luo L., Vlasic D., Peers P., Popovic J., Pauly M., Rusinkiewicz S.,: Temporally coherent completion of dynamic shapes. ACM Trans. Graph. 31, 1 (2012), 2. 3
32. Lu T.-W., O'Connor J.,: Bone position estimation from skin marker co-ordinates using global optimisation with joint constraints. Journal of biomechanics 32, 2 (1999), 129-134. 3
33. Lee S.-H., Terzopoulos D.,: Spline joints for multi-body dynamics. In ACM Trans. Graph. (2008), vol. 27. 4
34. Moeslund T., Hilton A., Kruger V., Sigal L.,: Visual analysis of humans: looking at people. Springer, 2011. 3
35. McAdams A., Zhu Y., Selle A., Empey M., Tamstorf R., Teran J., Sifakis E.,: Efficient elasticity for character skinning with contact and collisions. In ACM Trans. Graph. (2011), vol. 30, p. 37. 8
36. Nester C., Jones R., Liu A., Howard D., Lundberg A., Arndt A., Lundgren P., Stacoff A., Wolf P.,: Foot kinematics during walking measured using bone and surface mounted markers. Journal of biomechanics 40, 15 (2007), 3412-3423. 3
37. Pekelny Y., Gotsman C.,: Articulated object reconstruction and markerless motion capture from depth video. In Computer Graphics Forum (2008), vol. 27, pp. 399-408. 3
38. Poppe R.,: Vision-based human motion analysis: An overview. Computer vision and image understanding 108, 1 (2007). 3
39. Straka M., Hauswiesner S., Ruether M., Bischof H.,: Simultaneous shape and pose adaption of articulated models using linear optimization. In ECCV (2012). 3
40. Shotton J., Sharp T., Kipman A., Fitzgibbon A., Finocchio M., Blake A., Cook M., Moore R.,: Realtime human pose recognition in parts from single depth images. Communications of the ACM 56, 1 (2013), 116-124. 3
41. Todorov E.,: Probabilistic inference of multi-joint movements, skeletal parameters and marker attachments from diverse sensor data. IEEE Trans. on Biomed. Eng. (2007). 3
42. Vlasic D., Baran I., Matusik W., Popovic J.,: Articulated mesh animation from multi-view silhouettes. In ACM Trans. Graph. (2008), vol. 27, p. 97. 3
43. Wu G., Siegler S., Allard P., Kirtley C., Leardini A., Rosenbaum D., Whittle M., Dima D.D., Cristofolini L., Witte H., Schmid O., Stokes I.,: Isbrecommendation on definitions of joint coordinate system of various joints for the reporting of human joint motion part i: Ankle, hip, and spine. Journal of Biomechanics 35, 4 (2002), 543-548. 4
44. Wu G., van der Helm F.C., Veeger H.D., Makhsous M., Roy P.V., Anglin C., Nagels J., Karduna A.R., McQuade K., Wang X., Werner F.W., Buchholz B.,: Isb recommendation on definitions of joint coordinate systems of various joints for the reporting of human joint motion part ii: shoulder, elbow, wrist and hand. Journal of Biomechanics 38, 5 (2005), 981-992. 4
45. Wei X., Zhang P., Chai J.,: Accurate realtime full-body motion capture using a single depth camera. ACM Trans. Graph. 31, 6 (2012), 188. 3, 8
46. Ye G., Liu Y., Hasler N., Ji X., Dai Q., Theobalt C.,: Performance capture of interacting characters with handheld kinects. In ECCV. Springer, 2012, pp. 828-841. 3