A Retrieval Method for Human Mocap Data Based on Biomimetic Pattern Recognition

Computer Science and Information Systems

Xiaopeng Wei¹ 

[1] Key Laboratory of Advanced Design and Intelligent Computing (Dalian University)

关键词: MoCap (Motion Capture) Data;    Retrieval;    Biomimetic Pattern Recognition;    HSN (Hyper Sausage Neurons);   

DOI  :  10.2298/CSIS1001099W

学科分类：社会科学、人文和艺术（综合）

来源: Computer Science and Information Systems

【 摘 要 】

A retrieval method for human Mocap (Motion Capture) data based on biomimetic pattern recognition is presented in this paper. BVH rotation channels are extracted as features of motion for both the retrieval instance and the motion data. Several hyper sausage neurons are constructed according to the retrieval instance, and the trained domain covered by these hyper sausage neurons can be considered as the distribution range of a same kind of motions. By use of CMU free motion database, the retrieval algorithm has been implemented and examined, and the experimental results are illustrated. At the same time, the main contributions and limitations are discussed.

【 授权许可】

CC BY-NC-ND