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学习人体姿势和运动模型的动画Learning Human Pose and Motion Models for Animation |
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| 课程网址: | http://videolectures.net/gpip06_hertzmann_lhpmm/ |
| 主讲教师: | Aaron Hertzmann |
| 开课单位: | 多伦多大学 |
| 开课时间: | 2007-02-25 |
| 课程语种: | 英语 |
| 中文简介: |  |
| 课程简介: | Computer animation is an extraordinarily labor-intensive process; obtaining high-quality motion models could make the process faster and easier. I will describe methods for learning models of human poses and motion from motion capture data. I will begin with a pose model based on the Gaussian Process Latent Variable Model (GPLVM), and the application of this model to Inverse Kinematics posing. I will then describe the Gaussian Process Dynamical Model (GPDM) for modeling motion dynamics. I may also mention a few other extensions to the GPLVM for modeling motion data. I will discuss the properties of these models (both good and bad) and potential directions for future work. |
| 关 键 词: | 计算机动画; 高斯过程潜变量模型; 动力学模型 |
| 课程来源: | 视频讲座网 |
| 最后编审: | 2020-06-27：yumf |
| 阅读次数: | 57 |