TY - CPAPER
KW - Automatic segmentation
KW - Automatic segmentation techniques
KW - Automatic segmentations
KW - Dimensionality reduction
KW - Engineering
KW - Geometric feature
KW - Industrial engineering
KW - Intangible cultural heritages
KW - Motion analysis
KW - Motion capture
KW - Motion capture data
KW - Quan-Zhou chest-clapping dance
AU - S.-X. Chen
AU - J.-W. Li
AU - J.-D. Lin
AB - Quan-zhou chest-clapping dance is one of the national intangible cultural heritages of China, and the motion capture technique is an important method to realize its protection and inheritance. In this paper, we present the automatic segmentation technique of the motion capture data, in which the motion data is automatically segmented through KPCA combined with PPCA to reduce the dimension and project the 56 dimensional data in 2 dimensional space; formulate the feature function to obtain the derivative of projection error, detect the segmentation point of data through analyzing the change of geometric features to realize the automatic segmentation. It is indicated in the experiment that the motion capture technique has certain feasibility.
C2 - Innov. Des. Commun. Eng. - Proc. Int. Conf. Innov. Commun. Eng. ICICE
DO - 10.1201/b18737-121
LA - English
N1 - Journal Abbreviation: Innov. Des. Commun. Eng. - Proc. Int. Conf. Innov. Commun. Eng. ICICE
N2 - Quan-zhou chest-clapping dance is one of the national intangible cultural heritages of China, and the motion capture technique is an important method to realize its protection and inheritance. In this paper, we present the automatic segmentation technique of the motion capture data, in which the motion data is automatically segmented through KPCA combined with PPCA to reduce the dimension and project the 56 dimensional data in 2 dimensional space; formulate the feature function to obtain the derivative of projection error, detect the segmentation point of data through analyzing the change of geometric features to realize the automatic segmentation. It is indicated in the experiment that the motion capture technique has certain feasibility.
PB - CRC Press/Balkema
PY - 2015
SN - 9781138027527 (ISBN)
SP - 581
EP - 585
TI - Automatic segmentation of motion capture data of Quan-Zhou chest-clapping dance
UR - https://www.scopus.com/inward/record.uri?eid=2-s2.0-84949812272&doi=10.1201%2fb18737-121&partnerID=40&md5=5902b2d6897b444f42ce5d1e180be172
ER -