Towards real-time body pose estimation for presenters in meeting environments

Ronald Walter Poppe; Dirk K.J. Heylen; Antinus Nijholt; Mannes Poel

Towards real-time body pose estimation for presenters in meeting environments

Ronald Walter Poppe, Dirk K.J. Heylen, Antinus Nijholt, Mannes Poel

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

16 Citations (Scopus)

83 Downloads (Pure)

Abstract

This paper describes a computer vision-based approach to body pose estimation. The algorithm can be executed in real-time and processes low resolution, monocular image sequences. A silhouette is extracted and matched against a projection of a 16 DOF human body model. In addition, skin color is used to locate hands and head. No detailed human body model is needed. We evaluate the approach both quantitatively using synthetic image sequences and qualitatively on video test data of short presentations. The algorithm is developed with the aim of using it in the context of a meeting room where the poses of a presenter have to be estimated. The results can be applied in the domain of virtual environments.

Original language	English
Title of host publication	Proceedings of the International Conference in Central Europe on Computer Graphics, Visualization and Computer Vision'2005 (WSCG'2005)
Place of Publication	Plzen, Czech Republic
Publisher	Science Press
Pages	41-44
Number of pages	4
ISBN (Print)	80-903100-9-5
Publication status	Published - 2005
Event	International Conference in Central Europe on Computer Graphics, Visualization and Computer Vision'2005 (WSCG'2005) - Duration: 1 Jan 2005 → 1 Jan 2005

Publication series

Name
Publisher	Science Press

Conference

Conference	International Conference in Central Europe on Computer Graphics, Visualization and Computer Vision'2005 (WSCG'2005)
Period	1/01/05 → 1/01/05

Keywords

HMI-IA: Intelligent Agents
EC Grant Agreement nr.: FP6/506811

Access to Document

wscg2005_realtime_pose_estimation_short

Cite this

@inproceedings{8e88c484845943aca98a3231f0dec7c8,

title = "Towards real-time body pose estimation for presenters in meeting environments",

abstract = "This paper describes a computer vision-based approach to body pose estimation. The algorithm can be executed in real-time and processes low resolution, monocular image sequences. A silhouette is extracted and matched against a projection of a 16 DOF human body model. In addition, skin color is used to locate hands and head. No detailed human body model is needed. We evaluate the approach both quantitatively using synthetic image sequences and qualitatively on video test data of short presentations. The algorithm is developed with the aim of using it in the context of a meeting room where the poses of a presenter have to be estimated. The results can be applied in the domain of virtual environments.",

keywords = "HMI-IA: Intelligent Agents, EC Grant Agreement nr.: FP6/506811",

author = "Poppe, {Ronald Walter} and Heylen, {Dirk K.J.} and Antinus Nijholt and Mannes Poel",

note = "Imported from HMI; International Conference in Central Europe on Computer Graphics, Visualization and Computer Vision'2005 (WSCG'2005) ; Conference date: 01-01-2005 Through 01-01-2005",

year = "2005",

language = "English",

isbn = "80-903100-9-5",

publisher = "Science Press",

pages = "41--44",

booktitle = "Proceedings of the International Conference in Central Europe on Computer Graphics, Visualization and Computer Vision'2005 (WSCG'2005)",

address = "China",

}

Poppe, RW, Heylen, DKJ , Nijholt, A & Poel, M 2005, Towards real-time body pose estimation for presenters in meeting environments. in Proceedings of the International Conference in Central Europe on Computer Graphics, Visualization and Computer Vision'2005 (WSCG'2005). Science Press, Plzen, Czech Republic, pp. 41-44, International Conference in Central Europe on Computer Graphics, Visualization and Computer Vision'2005 (WSCG'2005), 1/01/05.

Towards real-time body pose estimation for presenters in meeting environments. / Poppe, Ronald Walter; Heylen, Dirk K.J.; Nijholt, Antinus et al.

Proceedings of the International Conference in Central Europe on Computer Graphics, Visualization and Computer Vision'2005 (WSCG'2005). Plzen, Czech Republic : Science Press, 2005. p. 41-44.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

TY - GEN

T1 - Towards real-time body pose estimation for presenters in meeting environments

AU - Poppe, Ronald Walter

AU - Heylen, Dirk K.J.

AU - Nijholt, Antinus

AU - Poel, Mannes

N1 - Imported from HMI

PY - 2005

Y1 - 2005

N2 - This paper describes a computer vision-based approach to body pose estimation. The algorithm can be executed in real-time and processes low resolution, monocular image sequences. A silhouette is extracted and matched against a projection of a 16 DOF human body model. In addition, skin color is used to locate hands and head. No detailed human body model is needed. We evaluate the approach both quantitatively using synthetic image sequences and qualitatively on video test data of short presentations. The algorithm is developed with the aim of using it in the context of a meeting room where the poses of a presenter have to be estimated. The results can be applied in the domain of virtual environments.

AB - This paper describes a computer vision-based approach to body pose estimation. The algorithm can be executed in real-time and processes low resolution, monocular image sequences. A silhouette is extracted and matched against a projection of a 16 DOF human body model. In addition, skin color is used to locate hands and head. No detailed human body model is needed. We evaluate the approach both quantitatively using synthetic image sequences and qualitatively on video test data of short presentations. The algorithm is developed with the aim of using it in the context of a meeting room where the poses of a presenter have to be estimated. The results can be applied in the domain of virtual environments.

KW - HMI-IA: Intelligent Agents

KW - EC Grant Agreement nr.: FP6/506811

M3 - Conference contribution

SN - 80-903100-9-5

SP - 41

EP - 44

BT - Proceedings of the International Conference in Central Europe on Computer Graphics, Visualization and Computer Vision'2005 (WSCG'2005)

PB - Science Press

CY - Plzen, Czech Republic

T2 - International Conference in Central Europe on Computer Graphics, Visualization and Computer Vision'2005 (WSCG'2005)

Y2 - 1 January 2005 through 1 January 2005

ER -

Towards real-time body pose estimation for presenters in meeting environments

Abstract

Publication series

Conference

Keywords

Access to Document

Fingerprint

Cite this