Fast and automatic body circular measurement based on a single Kinect

Nguyen Luc Dao; Teng Deng; Jianfei Cai

doi:10.1109/APSIPA.2014.7041571

Fast and automatic body circular measurement based on a single Kinect

Nguyen Luc Dao, Teng Deng, Jianfei Cai

Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research

9 Citations (Scopus)

Abstract

The development of commodity depth camera such as Kinect has paved the way for low-cost human body measurement. The existing Kinect-based body measurement methods are too time-consuming since their purposes also include 3D reconstruction. In this paper, we present a Kinect-based simple but fast and effective solution that is tailored only for human body measurement. In particular, our method captures four views of a subject body and constructs a 3D point cloud for each view. The point clouds are then registered and merged to have a full body cloud on which the body measurements are estimated automatically. The experimental results show that our method requires much shorter execution time than the previous works while still producing measurements with comparable quality.

Original language	English
Title of host publication	2014 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, (APSIPA 2014)
Editors	Kosin Chamnongthai, C.-C. Jay Kuo, Hitoshi Kiya
Place of Publication	Piscataway NJ USA
Publisher	IEEE, Institute of Electrical and Electronics Engineers
Number of pages	4
ISBN (Electronic)	9786163618238, 9781479942503
DOIs	https://doi.org/10.1109/APSIPA.2014.7041571
Publication status	Published - 2015
Externally published	Yes
Event	Annual Summit and Conference of the Asia-Pacific-Signal-and-Information-Processing-Association (APSIPA) 2014 - Chiang Mai, Thailand Duration: 9 Dec 2014 → 12 Dec 2014 https://ieeexplore.ieee.org/xpl/conhome/7016284/proceeding (Proceedings)

Conference

Conference	Annual Summit and Conference of the Asia-Pacific-Signal-and-Information-Processing-Association (APSIPA) 2014
Abbreviated title	APSIPA ASC 2014
Country/Territory	Thailand
City	Chiang Mai
Period	9/12/14 → 12/12/14
Internet address	https://ieeexplore.ieee.org/xpl/conhome/7016284/proceeding (Proceedings)

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10.1109/APSIPA.2014.7041571

Cite this

Dao, N. L., Deng, T., & Cai, J. (2015). Fast and automatic body circular measurement based on a single Kinect. In K. Chamnongthai, C.-C. Jay Kuo, & H. Kiya (Eds.), 2014 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, (APSIPA 2014) Article 7041571 IEEE, Institute of Electrical and Electronics Engineers. https://doi.org/10.1109/APSIPA.2014.7041571

Dao, Nguyen Luc ; Deng, Teng ; Cai, Jianfei. / Fast and automatic body circular measurement based on a single Kinect. 2014 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, (APSIPA 2014). editor / Kosin Chamnongthai ; C.-C. Jay Kuo ; Hitoshi Kiya. Piscataway NJ USA : IEEE, Institute of Electrical and Electronics Engineers, 2015.

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title = "Fast and automatic body circular measurement based on a single Kinect",

abstract = "The development of commodity depth camera such as Kinect has paved the way for low-cost human body measurement. The existing Kinect-based body measurement methods are too time-consuming since their purposes also include 3D reconstruction. In this paper, we present a Kinect-based simple but fast and effective solution that is tailored only for human body measurement. In particular, our method captures four views of a subject body and constructs a 3D point cloud for each view. The point clouds are then registered and merged to have a full body cloud on which the body measurements are estimated automatically. The experimental results show that our method requires much shorter execution time than the previous works while still producing measurements with comparable quality.",

author = "Dao, {Nguyen Luc} and Teng Deng and Jianfei Cai",

year = "2015",

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publisher = "IEEE, Institute of Electrical and Electronics Engineers",

address = "United States of America",

note = "Annual Summit and Conference of the Asia-Pacific-Signal-and-Information-Processing-Association (APSIPA) 2014, APSIPA ASC 2014 ; Conference date: 09-12-2014 Through 12-12-2014",

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Dao, NL, Deng, T & Cai, J 2015, Fast and automatic body circular measurement based on a single Kinect. in K Chamnongthai, C-C Jay Kuo & H Kiya (eds), 2014 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, (APSIPA 2014)., 7041571, IEEE, Institute of Electrical and Electronics Engineers, Piscataway NJ USA, Annual Summit and Conference of the Asia-Pacific-Signal-and-Information-Processing-Association (APSIPA) 2014, Chiang Mai, Thailand, 9/12/14. https://doi.org/10.1109/APSIPA.2014.7041571

Fast and automatic body circular measurement based on a single Kinect. / Dao, Nguyen Luc; Deng, Teng; Cai, Jianfei.
2014 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, (APSIPA 2014). ed. / Kosin Chamnongthai; C.-C. Jay Kuo; Hitoshi Kiya. Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, 2015. 7041571.

Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research

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T1 - Fast and automatic body circular measurement based on a single Kinect

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AU - Deng, Teng

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PY - 2015

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N2 - The development of commodity depth camera such as Kinect has paved the way for low-cost human body measurement. The existing Kinect-based body measurement methods are too time-consuming since their purposes also include 3D reconstruction. In this paper, we present a Kinect-based simple but fast and effective solution that is tailored only for human body measurement. In particular, our method captures four views of a subject body and constructs a 3D point cloud for each view. The point clouds are then registered and merged to have a full body cloud on which the body measurements are estimated automatically. The experimental results show that our method requires much shorter execution time than the previous works while still producing measurements with comparable quality.

AB - The development of commodity depth camera such as Kinect has paved the way for low-cost human body measurement. The existing Kinect-based body measurement methods are too time-consuming since their purposes also include 3D reconstruction. In this paper, we present a Kinect-based simple but fast and effective solution that is tailored only for human body measurement. In particular, our method captures four views of a subject body and constructs a 3D point cloud for each view. The point clouds are then registered and merged to have a full body cloud on which the body measurements are estimated automatically. The experimental results show that our method requires much shorter execution time than the previous works while still producing measurements with comparable quality.

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Dao NL, Deng T, Cai J. Fast and automatic body circular measurement based on a single Kinect. In Chamnongthai K, Jay Kuo CC, Kiya H, editors, 2014 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, (APSIPA 2014). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers. 2015. 7041571 doi: 10.1109/APSIPA.2014.7041571

Fast and automatic body circular measurement based on a single Kinect

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