@InProceedings{moulard:isr:2013, author = {Moulard, Thomas and Yoshida, Eiichi and Nakaoka, Shin\textquotesingle ichiro}, title = {Optimization-based motion retargeting integrating spatial and dynamic constraints for humanoid}, booktitle = {International Symposium on Robotics}, year = {2013}, address = {Seoul, South Korea}, month = {October 24-October 26}, url = {https://staff.aist.go.jp/e.yoshida/papers/retargeting-isr2013.pdf}, keywords = {Optimization, Dynamics, Indexes, Robots, Trajectory, Kinematics}, doi = {10.1109/ISR.2013.6695715}, abstract = {In this paper, we present an optimizationbased retargeting method for precise reproduction of captured human motions by a humanoid robot. We take into account two important aspects of retargeting simultaneously: spatial relationship and robot dynamics model. The former takes care of the spatial relationship between the body parts based on \textquotedblleft interaction mesh\textquotedblright to follow the human motion in a natural manner, whereas the latter adapts the resulting motion in such a way that the dynamic constraints such as torque limit or dynamic balance are being satisfied. We have integrated the interaction mesh and the dynamic constraints in a unified optimization framework, which is advantageous for generation of natural motions by a humanoid robot compared to previous work that performs those processes separately. We have validated the basic effectiveness of the proposed method with a sequence of postures converted from captured human data to a humanoid robot.} }