Data-driven online motion analysis

Tianyu Huang; Jia Yang; Jie Li

doi:10.1109/CAIDCD.2009.5374981

Data-driven online motion analysis

Tianyu Huang^*, Jia Yang, Jie Li

^*此作品的通讯作者

计算机学院

Beijing Institute of Technology

科研成果: 书/报告/会议事项章节 › 会议稿件 › 同行评审

1 引用（Scopus）

摘要

The paper proposed an online analysis for motion captured motion data. Traditional manifold-based motion analysis can only perform in offline mode, which limits the applications and developments of the data-driven computer animation. By reserving the eigenspace and reconstructing the space using only the new instance, online motion analysis can be achieved. Numerical new training instances can be extended while maintaining the reasonable dimensions. The experiments results demonstrated the feasibility and merits.

源语言	英语
主期刊名	Proceeding 2009 IEEE 10th International Conference on Computer-Aided Industrial Design and Conceptual Design
主期刊副标题	E-Business, Creative Design, Manufacturing - CAID and CD'2009
页	1407-1411
页数	5
DOI	https://doi.org/10.1109/CAIDCD.2009.5374981
出版状态	已出版 - 2009
活动	2009 IEEE 10th International Conference on Computer-Aided Industrial Design and Conceptual Design: E-Business, Creative Design, Manufacturing - CAID and CD'2009 - Wenzhou, 中国期限: 26 11月 2009 → 29 11月 2009

出版系列

姓名	Proceeding 2009 IEEE 10th International Conference on Computer-Aided Industrial Design and Conceptual Design: E-Business, Creative Design, Manufacturing - CAID and CD'2009

会议

会议	2009 IEEE 10th International Conference on Computer-Aided Industrial Design and Conceptual Design: E-Business, Creative Design, Manufacturing - CAID and CD'2009
国家/地区	中国
市	Wenzhou
时期	26/11/09 → 29/11/09

访问文件

10.1109/CAIDCD.2009.5374981

其它文件与链接

链接到 Scopus 的出版物

引用此

Huang, T., Yang, J., & Li, J. (2009). Data-driven online motion analysis. 在 Proceeding 2009 IEEE 10th International Conference on Computer-Aided Industrial Design and Conceptual Design: E-Business, Creative Design, Manufacturing - CAID and CD'2009 (页码 1407-1411). 文章 5374981 (Proceeding 2009 IEEE 10th International Conference on Computer-Aided Industrial Design and Conceptual Design: E-Business, Creative Design, Manufacturing - CAID and CD'2009). https://doi.org/10.1109/CAIDCD.2009.5374981

Huang, Tianyu ; Yang, Jia ; Li, Jie. / Data-driven online motion analysis. Proceeding 2009 IEEE 10th International Conference on Computer-Aided Industrial Design and Conceptual Design: E-Business, Creative Design, Manufacturing - CAID and CD'2009. 2009. 页码 1407-1411 (Proceeding 2009 IEEE 10th International Conference on Computer-Aided Industrial Design and Conceptual Design: E-Business, Creative Design, Manufacturing - CAID and CD'2009).

@inproceedings{08ab62b8127b431dabe4c63dadc072d5,

title = "Data-driven online motion analysis",

abstract = "The paper proposed an online analysis for motion captured motion data. Traditional manifold-based motion analysis can only perform in offline mode, which limits the applications and developments of the data-driven computer animation. By reserving the eigenspace and reconstructing the space using only the new instance, online motion analysis can be achieved. Numerical new training instances can be extended while maintaining the reasonable dimensions. The experiments results demonstrated the feasibility and merits.",

keywords = "Captured motion data, Eigenspace reconstruction, Incremental online PCA, Online motion analysis, Principal component analysis",

author = "Tianyu Huang and Jia Yang and Jie Li",

year = "2009",

doi = "10.1109/CAIDCD.2009.5374981",

language = "English",

isbn = "9781424452675",

series = "Proceeding 2009 IEEE 10th International Conference on Computer-Aided Industrial Design and Conceptual Design: E-Business, Creative Design, Manufacturing - CAID and CD'2009",

pages = "1407--1411",

booktitle = "Proceeding 2009 IEEE 10th International Conference on Computer-Aided Industrial Design and Conceptual Design",

note = "2009 IEEE 10th International Conference on Computer-Aided Industrial Design and Conceptual Design: E-Business, Creative Design, Manufacturing - CAID and CD'2009 ; Conference date: 26-11-2009 Through 29-11-2009",

}

Huang, T, Yang, J & Li, J 2009, Data-driven online motion analysis. 在 Proceeding 2009 IEEE 10th International Conference on Computer-Aided Industrial Design and Conceptual Design: E-Business, Creative Design, Manufacturing - CAID and CD'2009., 5374981, Proceeding 2009 IEEE 10th International Conference on Computer-Aided Industrial Design and Conceptual Design: E-Business, Creative Design, Manufacturing - CAID and CD'2009, 页码 1407-1411, 2009 IEEE 10th International Conference on Computer-Aided Industrial Design and Conceptual Design: E-Business, Creative Design, Manufacturing - CAID and CD'2009, Wenzhou, 中国, 26/11/09. https://doi.org/10.1109/CAIDCD.2009.5374981

Data-driven online motion analysis. / Huang, Tianyu; Yang, Jia; Li, Jie.
Proceeding 2009 IEEE 10th International Conference on Computer-Aided Industrial Design and Conceptual Design: E-Business, Creative Design, Manufacturing - CAID and CD'2009. 2009. 页码 1407-1411 5374981 (Proceeding 2009 IEEE 10th International Conference on Computer-Aided Industrial Design and Conceptual Design: E-Business, Creative Design, Manufacturing - CAID and CD'2009).

科研成果: 书/报告/会议事项章节 › 会议稿件 › 同行评审

TY - GEN

T1 - Data-driven online motion analysis

AU - Huang, Tianyu

AU - Yang, Jia

AU - Li, Jie

PY - 2009

Y1 - 2009

N2 - The paper proposed an online analysis for motion captured motion data. Traditional manifold-based motion analysis can only perform in offline mode, which limits the applications and developments of the data-driven computer animation. By reserving the eigenspace and reconstructing the space using only the new instance, online motion analysis can be achieved. Numerical new training instances can be extended while maintaining the reasonable dimensions. The experiments results demonstrated the feasibility and merits.

AB - The paper proposed an online analysis for motion captured motion data. Traditional manifold-based motion analysis can only perform in offline mode, which limits the applications and developments of the data-driven computer animation. By reserving the eigenspace and reconstructing the space using only the new instance, online motion analysis can be achieved. Numerical new training instances can be extended while maintaining the reasonable dimensions. The experiments results demonstrated the feasibility and merits.

KW - Captured motion data

KW - Eigenspace reconstruction

KW - Incremental online PCA

KW - Online motion analysis

KW - Principal component analysis

UR - http://www.scopus.com/inward/record.url?scp=77949579747&partnerID=8YFLogxK

U2 - 10.1109/CAIDCD.2009.5374981

DO - 10.1109/CAIDCD.2009.5374981

M3 - Conference contribution

AN - SCOPUS:77949579747

SN - 9781424452675

T3 - Proceeding 2009 IEEE 10th International Conference on Computer-Aided Industrial Design and Conceptual Design: E-Business, Creative Design, Manufacturing - CAID and CD'2009

SP - 1407

EP - 1411

BT - Proceeding 2009 IEEE 10th International Conference on Computer-Aided Industrial Design and Conceptual Design

T2 - 2009 IEEE 10th International Conference on Computer-Aided Industrial Design and Conceptual Design: E-Business, Creative Design, Manufacturing - CAID and CD'2009

Y2 - 26 November 2009 through 29 November 2009

ER -

Huang T, Yang J, Li J. Data-driven online motion analysis. 在 Proceeding 2009 IEEE 10th International Conference on Computer-Aided Industrial Design and Conceptual Design: E-Business, Creative Design, Manufacturing - CAID and CD'2009. 2009. 页码 1407-1411. 5374981. (Proceeding 2009 IEEE 10th International Conference on Computer-Aided Industrial Design and Conceptual Design: E-Business, Creative Design, Manufacturing - CAID and CD'2009). doi: 10.1109/CAIDCD.2009.5374981

Data-driven online motion analysis

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