Projection Analysis Optimization for Human Transition Motion Estimation
Joint Authors
Li, Wanyi
Chen, Qiang
Zhang, Feifei
Zhang, Qian
Source
International Journal of Digital Multimedia Broadcasting
Issue
Vol. 2019, Issue 2019 (31 Dec. 2019), pp.1-9, 9 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2019-06-02
Country of Publication
Egypt
No. of Pages
9
Main Subjects
Telecommunications Engineering
Electronic engineering
Information Technology and Computer Science
Abstract EN
It is a difficult task to estimate the human transition motion without the specialized software.
The 3-dimensional (3D) human motion animation is widely used in video game, movie, and so on.
When making the animation, human transition motion is necessary.
If there is a method that can generate the transition motion, the making time will cost less and the working efficiency will be improved.
Thus a new method called latent space optimization based on projection analysis (LSOPA) is proposed to estimate the human transition motion.
LSOPA is carried out under the assistance of Gaussian process dynamical models (GPDM); it builds the object function to optimize the data in the low dimensional (LD) space, and the optimized data in LD space will be obtained to generate the human transition motion.
The LSOPA can make the GPDM learn the high dimensional (HD) data to estimate the needed transition motion.
The excellent performance of LSOPA will be tested by the experiments.
American Psychological Association (APA)
Li, Wanyi& Zhang, Feifei& Chen, Qiang& Zhang, Qian. 2019. Projection Analysis Optimization for Human Transition Motion Estimation. International Journal of Digital Multimedia Broadcasting،Vol. 2019, no. 2019, pp.1-9.
https://search.emarefa.net/detail/BIM-1159233
Modern Language Association (MLA)
Li, Wanyi…[et al.]. Projection Analysis Optimization for Human Transition Motion Estimation. International Journal of Digital Multimedia Broadcasting No. 2019 (2019), pp.1-9.
https://search.emarefa.net/detail/BIM-1159233
American Medical Association (AMA)
Li, Wanyi& Zhang, Feifei& Chen, Qiang& Zhang, Qian. Projection Analysis Optimization for Human Transition Motion Estimation. International Journal of Digital Multimedia Broadcasting. 2019. Vol. 2019, no. 2019, pp.1-9.
https://search.emarefa.net/detail/BIM-1159233
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1159233