A. Barr, Global and local deformations of solid primitives, ACM SIGGRAPH Computer Graphics, vol.18, issue.3, pp.21-30, 1984.
DOI : 10.1145/964965.808573

C. Barron and I. Kakadiaris, Estimating anthropometry and pose from a single image, Proceedings IEEE Conference on Computer Vision and Pattern Recognition. CVPR 2000 (Cat. No.PR00662), pp.669-676, 2000.
DOI : 10.1109/CVPR.2000.855884

M. Black, Robust Incremental Optical Flow, 1992.

M. Black and P. Anandan, The Robust Estimation of Multiple Motions: Parametric and Piecewise-Smooth Flow Fields, Computer Vision and Image Understanding, vol.63, issue.1, pp.57-92, 1996.
DOI : 10.1006/cviu.1996.0006

A. Blake, B. North, and M. Isard, Learning multiclass dynamics, Advances in Neural Information Processing Systems, vol.11, pp.389-395, 1999.

M. Brand, Shadow puppetry, Proceedings of the Seventh IEEE International Conference on Computer Vision, pp.1237-1244, 1999.
DOI : 10.1109/ICCV.1999.790422

C. Bregler, M. , and J. , Tracking people with twists and exponential maps, Proceedings. 1998 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (Cat. No.98CB36231), 1998.
DOI : 10.1109/CVPR.1998.698581

T. Cham, R. , and J. , A multiple hypothesis approach to figure tracking, IEEE International Conference on Computer Vision and Pattern Recognition, pp.239-245, 1999.

K. Choo and D. Fleet, People tracking using hybrid Monte Carlo filtering, IEEE International Conference on Computer Vision, 2001.

Q. Delamarre and O. Faugeras, 3D articulated models and multi-view tracking with silhouettes, Proceedings of the Seventh IEEE International Conference on Computer Vision, 1999.
DOI : 10.1109/ICCV.1999.790292
URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.42.8241

J. Deutscher, A. Blake, R. , and I. , Articulated body motion capture by annealed particle filtering, Proceedings IEEE Conference on Computer Vision and Pattern Recognition. CVPR 2000 (Cat. No.PR00662), 2000.
DOI : 10.1109/CVPR.2000.854758
URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.317.9043

J. Deutscher, A. Davidson, R. , and I. , Articulated partitioning of high dimensional search spacs associated with articulated body motion capture, IEEE International Conference on Computer Vision and Pattern Recog- nition, 2001.

J. Deutscher, B. North, B. Bascle, and A. Blake, Tracking through singularities and discontinuities by random sampling, Proceedings of the Seventh IEEE International Conference on Computer Vision, pp.1144-1149, 1999.
DOI : 10.1109/ICCV.1999.790409

T. Drummond and R. Cipolla, Real-time tracking of highly articulated structures in the presence of noisy measurements, Proceedings Eighth IEEE International Conference on Computer Vision. ICCV 2001, 2001.
DOI : 10.1109/ICCV.2001.937642

R. Fletcher, Practical Methods of Optimization, 1987.
DOI : 10.1002/9781118723203

D. Gavrila, D. , and L. , 3D model based tracking of humans in action: a multiview approach, IEEE International Conference on Computer Vision and Pattern Recognition, pp.73-80, 1996.

L. Gonglaves, E. Bernardo, E. Ursella, and P. Perona, Monocular tracking of the human arm in 3D, Proceedings of IEEE International Conference on Computer Vision, pp.764-770, 1995.
DOI : 10.1109/ICCV.1995.466861

N. Gordon and D. Salmond, Bayesian state estimation for tracking and guidance using the bootstrap filter, Journal of Guidance, Control and Dynamics, 1995.

N. Gordon, D. Salmond, and A. Smith, Novel approach to non-linear/non-Gaussian state estimation, IEE Proceedings F, 1993.

. Hanim-humanoid, Animation Working Group Specifications for a Standard Humanoid, 2002.

T. Heap and D. Hogg, Wormholes in shape space: tracking through discontinuous changes in shape, Sixth International Conference on Computer Vision (IEEE Cat. No.98CH36271), pp.334-349, 1998.
DOI : 10.1109/ICCV.1998.710741

N. Howe, M. Leventon, F. , and W. , Bayesian reconstruction of 3D human motion from single-camera video, Neural Information Processing Systems, 1999.

M. Isard and A. Blake, CONDENSATION? Conditional density propagation for visual tracking, International Journal of Computer Vision, 1998.

S. Ju, M. Black, Y. , and Y. , Cardboard people: a parameterized model of articulated image motion, Proceedings of the Second International Conference on Automatic Face and Gesture Recognition, pp.38-44, 1996.
DOI : 10.1109/AFGR.1996.557241

I. Kakadiaris and D. Metaxas, Model-based estimation of 3D human motion with occlusion prediction based on active multi-viewpoint selection, IEEE International Conference on Computer Vision and Pattern Recognition, pp.81-87, 1996.

H. J. Lee, C. , and Z. , Determination of 3D human body postures from a single view, Computer Vision, Graphics, and Image Processing, vol.30, issue.2, pp.148-168, 1985.
DOI : 10.1016/0734-189X(85)90094-5

J. Liu, Metropolized independent sampling with comparisons to rejection sampling and importance sampling, Statistics and Computing, vol.82, issue.2, 1996.
DOI : 10.1007/BF00162521

J. Maccormick and A. Blake, A probabilistic contour discriminant for object localisation, Sixth International Conference on Computer Vision (IEEE Cat. No.98CH36271), 1998.
DOI : 10.1109/ICCV.1998.710748

J. Maccormick and M. Isard, Partitioned sampling, articulated objects, and interface-quality hand tracker, European Conference on Computer Vision, pp.3-19, 2000.

R. Merwe, A. Doucet, N. Freitas, W. , and E. , The unscented particle filter, 2000.

C. Papageorgiu and T. Poggio, Trainable pedestrian detection, Proceedings 1999 International Conference on Image Processing (Cat. 99CH36348), 1999.
DOI : 10.1109/ICIP.1999.819462

M. Pitt and N. Shephard, Filtering via Simulation: Auxiliary Particle Filters, Journal of the American Statistical Association, vol.24, issue.446, 1997.
DOI : 10.1016/0005-1098(71)90097-5
URL : http://www.tandfonline.com/doi/pdf/10.1080/07350015.2015.1052457

R. Plankers and P. Fua, Articulated soft objects for video-based body modeling, Proceedings Eighth IEEE International Conference on Computer Vision. ICCV 2001, pp.394-401, 2001.
DOI : 10.1109/ICCV.2001.937545

J. Rehg and T. Kanade, Model-based tracking of self-occluding articulated objects, Proceedings of IEEE International Conference on Computer Vision, pp.612-617, 1995.
DOI : 10.1109/ICCV.1995.466882

K. Rohr, Towards Model-Based Recognition of Human Movements in Image Sequences, Computer Vision and Image Understanding, vol.59, issue.1, pp.94-115, 1994.
DOI : 10.1006/cviu.1994.1006

R. Rosales and S. Sclaroff, Inferring body pose without tracking body parts, Proceedings IEEE Conference on Computer Vision and Pattern Recognition. CVPR 2000 (Cat. No.PR00662), pp.721-727, 2000.
DOI : 10.1109/CVPR.2000.854946
URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.2.4786

H. Sidenbladh and M. Black, Learning image statistics for Bayesian tracking, Proceedings Eighth IEEE International Conference on Computer Vision. ICCV 2001, 2001.
DOI : 10.1109/ICCV.2001.937696

H. Sidenbladh, M. Black, and D. Fleet, Stochastic Tracking of 3D Human Figures Using 2D Image Motion, European Conference on Computer Vision, 2000.
DOI : 10.1007/3-540-45053-X_45

H. Sidenbladh, M. Black, and L. Sigal, Implicit Probabilistic Models of Human Motion for Synthesis and Tracking, European Conference on Computer Vision, 2002.
DOI : 10.1007/3-540-47969-4_52

C. Sminchisescu, Consistency and coupling in human model likelihoods, Proceedings of Fifth IEEE International Conference on Automatic Face Gesture Recognition, pp.27-32, 2002.
DOI : 10.1109/AFGR.2002.1004125
URL : https://hal.archives-ouvertes.fr/inria-00590164

C. Sminchisescu, Estimation algorithms for ambiguous visual models?three-dimensional human modeling and motion reconstruction in monocular video sequences, 2002.
URL : https://hal.archives-ouvertes.fr/tel-00584112

C. Sminchisescu, D. Metaxas, and S. Dickinson, Improving the scope of deformable model shape and motion estimation, Proceedings of the 2001 IEEE Computer Society Conference on Computer Vision and Pattern Recognition. CVPR 2001, pp.485-492, 2001.
DOI : 10.1109/CVPR.2001.990514
URL : https://hal.archives-ouvertes.fr/inria-00590157

C. Sminchisescu and A. Telea, Human pose estimation from silhouettes. A consistent approach using distance level sets, WSCG International Conference for Computer Graphics, Visualization and Computer Vision, 2002.
URL : https://hal.archives-ouvertes.fr/inria-00590165

C. Sminchisescu and B. Triggs, A robust multiple hypothesis approach to monocular human motion tracking, 2001.
URL : https://hal.archives-ouvertes.fr/inria-00072414

C. Sminchisescu and B. Triggs, Covariance scaled sampling for monocular 3D body tracking, Proceedings of the 2001 IEEE Computer Society Conference on Computer Vision and Pattern Recognition. CVPR 2001, pp.447-454, 2001.
DOI : 10.1109/CVPR.2001.990509
URL : https://hal.archives-ouvertes.fr/inria-00548273

C. Sminchisescu and B. Triggs, Building Roadmaps of Local Minima of Visual Models, European Conference on Computer Vision, pp.566-582, 2002.
DOI : 10.1007/3-540-47969-4_38
URL : https://hal.archives-ouvertes.fr/inria-00548248

C. Sminchisescu and B. Triggs, Hyperdynamics Importance Sampling, European Conference on Computer Vision, pp.769-783, 2002.
DOI : 10.1007/3-540-47969-4_51
URL : https://hal.archives-ouvertes.fr/inria-00548249

C. Sminchisescu and B. Triggs, Kinematic jump processes for monocular 3D human tracking, 2003 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 2003. Proceedings., 2003.
DOI : 10.1109/CVPR.2003.1211339
URL : https://hal.archives-ouvertes.fr/inria-00548223

C. J. Taylor, Reconstruction of articulated objects from point correspondences in a single uncalibrated image, IEEE International Conference on Computer Vision and Pattern Recognition, pp.677-684, 2000.

B. Triggs, P. Mclauchlan, R. Hartley, and A. Fitzgibbon, Bundle Adjustment ??? A Modern Synthesis, Vision Algorithms: Theory and Practice, 2000.
DOI : 10.1007/3-540-44480-7_21
URL : https://hal.archives-ouvertes.fr/inria-00548290

D. Vanderbilt, L. , and S. G. , A Monte carlo simulated annealing approach to optimization over continuous variables, Journal of Computational Physics, vol.56, issue.2, 1984.
DOI : 10.1016/0021-9991(84)90095-0

S. Wachter and H. Nagel, Tracking of persons in monocular image sequences, Proceedings IEEE Nonrigid and Articulated Motion Workshop, pp.174-192, 1999.
DOI : 10.1109/NAMW.1997.609843

S. C. Zhu and D. Mumford, Learning generic prior models for visual computation, Proceedings of IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 1997.
DOI : 10.1109/CVPR.1997.609366