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Human Motion Adaptation: A Multi-Criteria Approach
Technical Paper
2006-01-2351
ISSN: 0148-7191, e-ISSN: 2688-3627
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English
Abstract
The paper faces the problem of human motion simulation by providing a new approach for the adaptation of a real motion to new virtual anthropometrics and environment conditions. A multi-criteria motion adaptation algorithm has been conceptualized and implemented as an alternative to the existing solutions of human motion simulation. Having as input a real human motion, in terms of sequential postures and new virtual conditions, the algorithm generates new random human postures and evaluates them based on a number of criteria providing such a motion that would satisfy the new conditions. Real motion captured data of a car's door opening from the driver's seat position, derived from experiments, have been used in order to test and demonstrate the algorithm's efficiency in motion simulation. The results presented in this paper show that realistic and accurately adapted human motions can be generated and used in computer-aided design for ergonomics.
Authors
Citation
Alexopoulos, K., Pappas, M., Karabatsou, V., Mavrikios, D. et al., "Human Motion Adaptation: A Multi-Criteria Approach," SAE Technical Paper 2006-01-2351, 2006, https://doi.org/10.4271/2006-01-2351.Also In
References
- Alexopoulos, K. Mavrikios, D. Pappas, M. Ntelis, E. Chryssolouris, G. “Multi-Criteria Upper Body Human Motion Adaptation” International Journal of Computer Integrated Manufacturing Taylor & Francis 2006
- Badler, N.I. Phillips C. B. Webber B. L. Simulating Humans: Computer Graphics, Animation and Control Oxford University Press New York, NY 1992
- Bindiganavale, R. Building Parameterized Action Presentations from Observation PhD thesis University of Pennsylvania 2000
- Boulic, R. Becheiraz P. Emeric L. Thalmann D. “Integration of Motion Control Techniques for Virtual Human and Avatar Real-Time Animation” Proceeding of the ACM Symposium on Virtual Reality Software and Technology (VRST) Lausanne, Switzerland 111 118 ACM Press New York, NY, USA 1997
- Bruderlin, A. Williams L. “Motion signal processing” Proceedings of the 22nd Annual Conference on Computer Graphics (SIGGRAPH) Los Angeles, California 97 104 ACM Press New York, NY, USA 1995
- Chaffin D.B. Faraway J.J. Zhang X. Woolley C. “Stature, age and gender effects on reach motion postures” Human Factors 42 3 408 420 Human Factors and Ergonomics Society (HFES) Santa Monica, USA 2000
- Chryssolouris, G. Manufacturing Systems: Theory and Practice 2 nd Springer-Verlag New York, NY, USA 2005
- Chryssolouris, G. Dicke, K. Lee, M. “On the resources allocation problem” International Journal of Production Research 30 12 2773 2795 Taylor & Francis 1992
- Chryssolouris, G. Papakostas N. Mourtzis D. “A Decision Making Approach for Nesting Scheduling: A Textile Case” International Journal of Production Research 38 17 4555 4564 Taylor & Francis 2000
- Das, B. Sengupta A.K. “Computer-aided human modelling programs for workstation design” Ergonomics 38 9 1958 1972 Taylor & Francis London, UK 1995
- Das, B. Behara D.N. “Three-dimensional workspace for industrial workstations” Human Factors 40 4 633 646 Human Factors and Ergonomics Society (HFES) Santa Monica, USA 1998
- Faraway, J. Zhang X. Chaffin D.B. “Rectifying postures reconstructed from joint angles to meet constraints” Journal of Biomechanics 32 7 733 736 Elsevier Ltd 1999
- Gleicher, M. “Retargeting motion to new characters” Proceedings of the 25th Annual Conference on Computer Graphics (SIGGRAPH) Orlando, Florida 33 42 ACM Press New York, NY, USA 1998
- Human Solutions GmbH http://www.ramsis.de/ (accessed March 2006)
- Jung, E. S. Choe J. “Human reach posture prediction based on psychophysical discomfort” International Journal of Industrial Ergonomics 18 2 173 179 Elsevier Ltd. 1996
- Lee, J. Shin S.Y. “A Hierarchical Approach to Interactive Motion Editing for Human-like Figures” Proceedings of the 26th Annual Conference on Computer Graphics (SIGGRAPH) Los Angeles, California 39 48 ACM Press/Addison-Wesley Publishing Co. New York, NY, USA 1999
- Mavrikios, D. Karabatsou, V. Pappas, M. Chryssolouris, G. “An efficient approach to human motion modeling for the verification of human-centric product design and manufacturing in virtual environment” Robotics & Computer Integrated Manufacturing Elsevier Ltd. 2006
- Mavrikios, D. Karabatsou, V. Alexopoulos, K. Pappas, M. Gogos, P. Chryssolouris, G. “An approach to human motion modelling - Analysis of motion differences and motion prediction” International Journal of Industrial Ergonomics Elsevier Ltd 2006
- Monzami, J.S. Baerlocher P. Boulic R. Thalmann D. “Using an Intermediate Skeleton and Inverse Kinematics for Motion Retargeting” Computer Graphics Forum 19 3 11 19 Blackwell Publishers Oxford, UK 2000
- Park, W. Chaffin D. B. Martin B. J. “Memory- based motion simulation” Proceeding of the 5 th Annual Digital Human Modeling Conference & Exhibition (DHMC) Munich, Germany 255 270 VDI Verlag Düsseldorf, Germany 2002
- Park, W. Chaffin D.B. Martin B.J. Toward “Memory-Based Human Motion Simulation: Development and Validation of a Motion Modification Algorithm” IEEE Transactions On Systems, Man, And Cybernetics, Part A: Systems and Humans 34 3 376 386 IEEE Systems, Man, and Cybernetics Society New York, NY, USA 2004
- Rigotti, C. Cerveti P. Andreoni G. Pedotti A. Ferrigno G. “Modeling and Driving a Reduced Human Mannequin through Motion Captured Data: A Neutral Network Approach” IEEE Transactions On Systems, Man, And Cybernetics, Part A: Systems and Humans 31 3 187 193 IEEE Systems, Man, and Cybernetics Society New York, NY, USA 2001
- Tolani, D. Goswami A. Badler N.I. “Real-Time Inverse Kinematics Techniques for Anthropomorphic Limbs” Graphical Models 62 6 353 388 Elsevier Ltd. 2000
- Wang, X. “A behaviour-based inverse kinematics algorithm to predict arm prehension postures for computer aided ergonomic evaluation” Journal of Biomechanics 32 5 453 460 Elsevier Ltd. 1999
- Wang, X. “Prediction of lower-limb movements of clutch pedal operation from an existing motion database” Proceeding of the 5 th Annual Digital Human Modeling Conference & Exhibition (DHMC) Munich, Germany 271 283 VDI Verlag Düsseldorf, Germany 2002
- Witkin, A. Popovic Z. “Motion warping” Proceedings of the 22nd Annual Conference on Computer Graphics (SIGGRAPH) Los Angeles, California 105 108 ACM Press New York, NY, USA 1995
- Yang, J. Marler R. T. Kim H. Arora J. Abdel-Malek K. “Multi-objective optimization for upper body posture prediction” Proceedings of the 10th Multidisciplinary Analysis and Optimization Conference (AIAA/ISSMO) Albany, N.Y. American Institute of Aeronautics and Astronautics (AIAA) 2004
- Zhang, X. Chaffin D.B. “Task effects on three-dimensional dynamic postures during seated reaching movements: an analysis method and illustration” Proceedings of the 40th Annual Meeting of the Human Factors and Ergonomics Society Philadelphia, PA 1 1 594 598 Human Factors and Ergonomics Society (HFES) Santa Monica, USA 1996