[en] An algorithm aiming at robust and simultaneous registrations of a sequence of 3-D shapes was recently presented by Jacq et al. [IEEE Trans. Biomed. Eng., vol. 55, no. 5, 2008]. This algorithm has to carry out an implicit representation of their common root shape (RS). A particular emphasis was put on the median consensus shape, which is a specific type of RS. Unlike this previous study, mainly focusing on the algorithm foundations while dealing with very specific applications examples, this paper attempts to show the versatility of the RS concept through a set of three problems involving a wider scope of application. The first problem copes with the design of prosthetic cortical plates for the hip joint. It shows how an explicit reconstruction of the RS, coming with its consensus map, could bring out an intermediary anatomical support from which pragmatic choices could be made, thereby performing a tradeoff between morphological, surgical, and production considerations. The second problem addresses in vivo real-time shoulder biomechanics through a miniature 3-D video camera. This new protocol implicitly operates through RS tracking of the content of virtual spotlights. It is shown that the current medical-oriented protocol, while operating within expert offices through low-cost equipments, could challenge high-end professional equipments despite some limitations of the 3-D video cameras currently available. The last problem deals with respiratory motions. This is an auxiliary measurement required by some medical imaging systems that can be handled as a basic application case of the former new protocol.
Disciplines :
Computer science
Author, co-author :
Jacq, Jean-Jose; Telecom Bretagne
Schwartz, Cédric ; Université de Liège - ULiège > Département des sciences de la motricité > Kinésithérapie générale et réadaptation
J. J. Jacq, T. Cresson, V. Burdin, and C. Roux, "Performing accurate joint kinematics from 3D in vivo image sequences through consensus-driven simultaneous registration," IEEE Trans. Biomed. Eng., vol. 55, no. 5, pp. 1620-1633, May 2008.
H. Hoppe, T. DeRose, T. Duchamp, J. McDonald, and W. Stuetzle, "Surface reconstruction from unorganized points," in Proc. SIGGRAPH, Comput. Graph., 1992, vol. 26, pp. 71-78.
B. Curless and M. Levoy, "A volumetric method for building complex models from range images," in Proc. SIGGRAPH, 1996, pp. 303-312.
F. L. Bookstein, "Principal warps: Thin-plate splines and the decomposition of deformations," IEEE Trans. Pattern Anal. Mach., vol. 11, no. 6, pp. 567-585, Jun. 1989.
F. L. Bookstein, Morphometric Tools for Landmark Data, Geometry and Biology. Cambridge, U.K.: Cambridge Univ. Press, 1991.
S. Kolta, A. Le Bras, D. Mitton, V. Bousson, J. A. de Guise, J. Fechtenbaum, J. D. Laredo, C. Roux, and W. Skalli, "Three-dimensional X-ray absorptiometry (3D-XA): A method for reconstruction of human bones using a dual X-ray absorptiometry device," Osteoporos. Int., vol. 16, no. 8, pp. 969-976, Aug. 2005.
R. Gérard, E. Stindel, G. Dardenne, J. J. Jacq, R. Seizeur, B. Sénécail, and C. Lefèvre. (2009, Mar. 14). Greater trochanter displacements after Charnley's trochanterotomy, during passive hip movements: A realtime 3D cadaveric approach. Surg. Radiol. Anat. [Online]. pp. 1-9. Available: http://www.springerlink.com/content/ c0077808gk6q2227/?p=f46c7b23beae4bb889d9dc5218024f5b&pi=42.
A. Leardini, L. Chiari, U. Della Croce, and A. Cappozzo, "Human movement analysis using stereophotogrammetry Part 3. Soft tissue artefact assessment and compensation," Gait Posture, vol. 21, pp. 212-225, 2005.
K. Matsui, K. Shimada, and P. D Andrew, "Deviation of skin marker from bone target during movement of the scapula," J. Orthop. Sci., vol. 11, no. 2, pp. 180-184, Mar. 2006.
S. Corazza, L. Mündermann, and T. Andriacchi, "A framework for the functional identification of joint centers using markerless motion capture, validation for the hip joint," J. Biomech., vol. 40, pp. 3510-3515, Aug. 2007.
G. Wu, F.C.T. Van Der Helm, H.E.J. Veeger, M. Makhsous, P. Van Roy, C. Anglin, J. Nagels, A. R. Karduna, K. McQuade, X. Wang, F. W. Werner, and B. Buchholz, "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," J. Biomech., vol. 38, pp. 981-992, 2005.
C. Schwartz, M. Lempereur, V. Burdin, J. J. Jacq, and O. Rémy-Néris, "Shoulder motion analysis using simultaneous skin shape registration," in Proc. EMBC 2007, Lyon, France, Aug. 23-26, pp. 533-536.
T. Weise, B. Leibe, and L. Van Gool, "Fast 3D scanning with automatic motion compensation," in Proc. CVPR, Jul. 2007, pp. 1-8.
G. Yahav, G. J. Iddan, and D. Mandelboum, "3D imaging camera for gaming application," in Proc. Int. Conf. Consum. Electron., Dig. Tech. Papers, Las Vegas, NV, Jan. 10-14, 2007, pp. 1-2.
T. Oggier, F. Lustenberger, and N. Blanc, "Miniature 3D TOF camera for real-time imaging," in LNCS, Perception and Interactive Technologies, LNAI (Lecture Notes in Artificial Intelligence, vol. 4021). Berlin, Germany: Springer-Verlag, 2006, pp. 212-216.
S. A. Gudmundsson, H. Aanaes, and R. Larsen, "Environmental effects on measurement uncertainties of time-of-flight cameras," in Proc. IEEE Int. Symp. Signals, Circuits Syst., Iasi, Romania, Jul. 13-14, 2007, pp. 1-4.
J. J. Jacq. (2008, Jul. 14). Building and tracking root shapes - Application to biomechanics (I): Estimating shoulder movements using a 3D-camera. Inst. TELECOM, TELECOM Bretagne, LaTIM, INSERM U650, video scapula.mp4, 1'50 [Online]. Available: http://public.me.com/jj.jacq/tbme09
M. Böhme, M. Haker, T. Martinetz, and E. Barth, "Shading constraint improves accuracy of Time-of-Flight measurements," in Proc. Workshop Time Flight Camera Based Comput. Vis. (TOF-CV), CVPR, Anchorage, Jun. 28, 2008, pp. 1-6.
B. Büttgen, H. A. El Mechat, F. Lustenberger, and P. Seitz, "Pseudonoise optical modulation for real-time 3-D imaging with minimum interference," IEEE Trans. Circuits Syst., vol. 54, no. 10, pp. 2109-2119, Oct. 2007.
C. Schaller, J. Penne, and J. Hornegger, "Time-of-flight sensor for respiratory motion gating," Med. Phys., vol. 35, no. 7, pp. 3090-3093, Jul. 2008.
A. Munshi, "OpenCL: Parallel computing on the GPU and CPU," presented at the SIGGRAPH 2008 Course - Beyond Programmable Shading, Los Angeles, CA, Aug. 14.