Data-Based Motion Prediction Julian J. Faraway Journal of Passenger Cars – Electronic and Electrical Systems, pp. 722-732, 2003 Proceedings of SAE Digial Human Modeling for Design and Engineering Conference, Monteal, CANADA, June 16-19, 2003. A complete scheme for motion prediction based on motion capture data is presented. The scheme rests on three main components: a special posture representation, a diverse motion capture database and prediction method. Most prior motion prediction schemes have been based on posture representations based on well-known local or global angles. Difficulties have arisen when trying to satisfy constraints, such as placing a hand on a target or scaling the posture for a subject of different stature. Inverse kinematic methods based on such angles require optimization that becomes increasingly complex and computationally intensive for longer linkages. A different representation called stretch pivot coordinates is presented that avoids these difficulties. The representation allows for easy rescaling for stature and other linkage length variations and satisfaction of endpoint constraints, all without optimization allowing for rapid real time use. Variables such as stature and age and task based variables such as target location and object weight to influence the predicted motion. This also allows the scientific study of the effect of such factors using statistical significance testing. The second type of prediction method is based on the idea of nearest neighbor nonparametric regression. A small number (perhaps even just one) of motions is selected that have characteristics similar to the motion we wish to predict. These motions are then averaged in a special way using the stretch pivot coordinates to produce the predicted motion with the required features such as stature, target location etc. This method lends itself to the prediction of motion based on small special purpose motion capture databases collected by the user for some specific problem. asb2003_02
Proceedings of SAE Digial Human Modeling for Design and Engineering ... A complete scheme for motion prediction based on motion capture data is presented.
Oct 6, 2009 - Tests on subsets of the NGA database used during model development. â Tests on data from recent earthquakes not present in the databases ...
Vehicle collision mechanics are useful in fields such as vehicle crashworthiness, passenger injury prediction, and ... the prediction results of this 4-DOF model against the commercial vehicle dynamics software. CarSimTM. The rest ... Section 3 prese
RoI Euclidean Distance. Video Information. Trajectory History. Video Combined ... Training. Feature Vector. Logistic. Regression. Label. Query Feature Vector.
Jun 14, 2016 - South Carolina Coastal Council, 505 U.S. 1003 (1991) and under Penn Central ...... Hotel Waikiki Corp. et al, 119 Haw. 321 (2008); Stanford ...
Jun 14, 2016 - ... his J.D. from Northeastern University School of Law in Boston, ...... sections on effective timeline for "official action" and whether Bridge.
Management and Sustainable Development, Vol. ... The essential problem of management is to transform a company's strategic objectives .... used by Siemens to predict a large software project's completion date. .... Boca Raton, Florida, USA.
management, logistics, forecasting and the design of production systems. ... research into and assessment of business applications of various forecasting ...
aggregation and transmission of information through prices. Twenty years ... The first business application however took place some years later. In Ortner .... that will provide the environment for hosting such business games is already under.
subjects such as data mining and prediction markets. I. Tatsiopoulos is a Professor in Production ... data-driven, self-adaptive method that comprises a universal non-linear functional approximation and has an extensive .... Other considerations conc
net force acting upon the object are displayed at the bottom of the screen. The animation can be. started, paused, continued or rewound. After gaining familiarity with the program, use it to answer the following questions: 2. Velocity is a vector qua
augmented point cloud constructed with our framework and demonstrate its practical use in correcting the pose of a street-level image collection. 1. Introduction.
Jun 22, 2006 - communication with an audio generator that is operative to receive a signal ... frequency of the electrical signal is not such that it would interfere ...
Go online. Useful data: Gravitational acceleration on Earth g. 9.8 m s-2. Q1: An object is moving with a uniform acceleration of 5 m s-2. A displacement-time ...... Q8: A disc is spinning about an axis through its centre with constant angular velocit
No part of this publication may be reproduced, stored in a retrieval system or transmitted in any form or by any ...... So 360. ⦠is equivalent to 2Ï rad, and this relationship can be used to convert from radians to degrees, and vice versa. It is
specific, use reference points and a set of reference ... non-moving objects as reference poınts? The Earth is a common reference point .... Think it through.
Climate Prediction Center's Central America Hazards Outlook. October 19 â October 25, 2017. Heavy rains were observed in parts of Guatemala, Honduras and ...
Aug 31, 1992 - and multivariable spatial prediction, and between generalized least squares ...... titative Analysis of Mineral and Energy Resources: D. Reidel, ...
Software experiments provide evidence that this is also true .... evaders in Ef, with the obvious interchange of roles for predictors and evaders. This tells us that in ...
David Patterson and John L. Hennessy. â Superscalar Processor .... Lee, J. and Smith, J. Branch Prediction Strategies and Branch. Target Buffer Design.
