Design of a kinect sensor based posture recognition system

Chia Wen Chang; Min Da Nian; Yi Fang Chen; Ching Ho Chi; Chin Wang Tao

doi:10.1109/IIH-MSP.2014.216

Design of a kinect sensor based posture recognition system

Chia Wen Chang, Min Da Nian, Yi Fang Chen, Ching Ho Chi, Chin Wang Tao

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

8 Scopus citations

Abstract

The posture recognition system based on Kinect sensor system is developed in this paper. The proposed posture recognition system contains semaphore signals, Kinect 3D sensor system, and self-organizing maps algorithm (SOM). The human-robot interaction is an intuitive and easy operation by posture recognition. However, there are not uniform postures to be a control action criterion. The flag semaphores are adopted in this paper. Then, information of skeleton point is collected by Kinect sensor. The SOM is utilized to analysis the posture information and to recognize the semaphore signal. In experiments, it notes that the posture recognition system can be accomplished to recognize the related semaphore signal.

Original language	English
Title of host publication	Proceedings - 2014 10th International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIH-MSP 2014
Editors	Junzo Watada, Akinori Ito, Jeng-Shyang Pan, Han-Chieh Chao, Chien-Ming Chen
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	856-859
Number of pages	4
ISBN (Electronic)	9781479953905
DOIs	https://doi.org/10.1109/IIH-MSP.2014.216
State	Published - 24 12 2014
Externally published	Yes
Event	10th International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIH-MSP 2014 - Kitakyushu, Japan Duration: 27 08 2014 → 29 08 2014

Publication series

Name	Proceedings - 2014 10th International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIH-MSP 2014

Conference

Conference	10th International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIH-MSP 2014
Country/Territory	Japan
City	Kitakyushu
Period	27/08/14 → 29/08/14

Bibliographical note

Publisher Copyright:
© 2014 IEEE.

Keywords

Image Recognition
Kinect
SOM

Access to Document

10.1109/IIH-MSP.2014.216

Cite this

Chang, C. W., Nian, M. D., Chen, Y. F., Chi, C. H., & Tao, C. W. (2014). Design of a kinect sensor based posture recognition system. In J. Watada, A. Ito, J.-S. Pan, H.-C. Chao, & C.-M. Chen (Eds.), Proceedings - 2014 10th International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIH-MSP 2014 (pp. 856-859). Article 6998462 (Proceedings - 2014 10th International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIH-MSP 2014). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/IIH-MSP.2014.216

Chang, Chia Wen ; Nian, Min Da ; Chen, Yi Fang et al. / Design of a kinect sensor based posture recognition system. Proceedings - 2014 10th International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIH-MSP 2014. editor / Junzo Watada ; Akinori Ito ; Jeng-Shyang Pan ; Han-Chieh Chao ; Chien-Ming Chen. Institute of Electrical and Electronics Engineers Inc., 2014. pp. 856-859 (Proceedings - 2014 10th International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIH-MSP 2014).

@inproceedings{ac54ab93a6f9408daaadb152b80b451b,

title = "Design of a kinect sensor based posture recognition system",

abstract = "The posture recognition system based on Kinect sensor system is developed in this paper. The proposed posture recognition system contains semaphore signals, Kinect 3D sensor system, and self-organizing maps algorithm (SOM). The human-robot interaction is an intuitive and easy operation by posture recognition. However, there are not uniform postures to be a control action criterion. The flag semaphores are adopted in this paper. Then, information of skeleton point is collected by Kinect sensor. The SOM is utilized to analysis the posture information and to recognize the semaphore signal. In experiments, it notes that the posture recognition system can be accomplished to recognize the related semaphore signal.",

keywords = "Image Recognition, Kinect, SOM",

author = "Chang, {Chia Wen} and Nian, {Min Da} and Chen, {Yi Fang} and Chi, {Ching Ho} and Tao, {Chin Wang}",

note = "Publisher Copyright: {\textcopyright} 2014 IEEE.; 10th International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIH-MSP 2014 ; Conference date: 27-08-2014 Through 29-08-2014",

year = "2014",

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doi = "10.1109/IIH-MSP.2014.216",

language = "英语",

series = "Proceedings - 2014 10th International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIH-MSP 2014",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

pages = "856--859",

editor = "Junzo Watada and Akinori Ito and Jeng-Shyang Pan and Han-Chieh Chao and Chien-Ming Chen",

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Chang, CW, Nian, MD, Chen, YF, Chi, CH & Tao, CW 2014, Design of a kinect sensor based posture recognition system. in J Watada, A Ito, J-S Pan, H-C Chao & C-M Chen (eds), Proceedings - 2014 10th International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIH-MSP 2014., 6998462, Proceedings - 2014 10th International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIH-MSP 2014, Institute of Electrical and Electronics Engineers Inc., pp. 856-859, 10th International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIH-MSP 2014, Kitakyushu, Japan, 27/08/14. https://doi.org/10.1109/IIH-MSP.2014.216

Design of a kinect sensor based posture recognition system. / Chang, Chia Wen; Nian, Min Da; Chen, Yi Fang et al.
Proceedings - 2014 10th International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIH-MSP 2014. ed. / Junzo Watada; Akinori Ito; Jeng-Shyang Pan; Han-Chieh Chao; Chien-Ming Chen. Institute of Electrical and Electronics Engineers Inc., 2014. p. 856-859 6998462 (Proceedings - 2014 10th International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIH-MSP 2014).

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

TY - GEN

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AU - Chang, Chia Wen

AU - Nian, Min Da

AU - Chen, Yi Fang

AU - Chi, Ching Ho

AU - Tao, Chin Wang

PY - 2014/12/24

Y1 - 2014/12/24

N2 - The posture recognition system based on Kinect sensor system is developed in this paper. The proposed posture recognition system contains semaphore signals, Kinect 3D sensor system, and self-organizing maps algorithm (SOM). The human-robot interaction is an intuitive and easy operation by posture recognition. However, there are not uniform postures to be a control action criterion. The flag semaphores are adopted in this paper. Then, information of skeleton point is collected by Kinect sensor. The SOM is utilized to analysis the posture information and to recognize the semaphore signal. In experiments, it notes that the posture recognition system can be accomplished to recognize the related semaphore signal.

AB - The posture recognition system based on Kinect sensor system is developed in this paper. The proposed posture recognition system contains semaphore signals, Kinect 3D sensor system, and self-organizing maps algorithm (SOM). The human-robot interaction is an intuitive and easy operation by posture recognition. However, there are not uniform postures to be a control action criterion. The flag semaphores are adopted in this paper. Then, information of skeleton point is collected by Kinect sensor. The SOM is utilized to analysis the posture information and to recognize the semaphore signal. In experiments, it notes that the posture recognition system can be accomplished to recognize the related semaphore signal.

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KW - Kinect

KW - SOM

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PB - Institute of Electrical and Electronics Engineers Inc.

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ER -

Chang CW, Nian MD, Chen YF, Chi CH, Tao CW. Design of a kinect sensor based posture recognition system. In Watada J, Ito A, Pan JS, Chao HC, Chen CM, editors, Proceedings - 2014 10th International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIH-MSP 2014. Institute of Electrical and Electronics Engineers Inc. 2014. p. 856-859. 6998462. (Proceedings - 2014 10th International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIH-MSP 2014). doi: 10.1109/IIH-MSP.2014.216

Design of a kinect sensor based posture recognition system

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