A 3D hand tracking design for gesture control in complex environments

Po Yu Chien; Yuan Hsiang Miao; Jiun-In  Guo

doi:10.1109/VLSI-DAT.2015.7114577

A 3D hand tracking design for gesture control in complex environments

Po Yu Chien, Yuan Hsiang Miao, Jiun-In Guo

電子研究所

研究成果: Conference contribution › 同行評審

摘要

This paper proposes a low-complexity design for 3D hand tracking, which can provide depth information and is able to work under critical backgrounds. This paper also proposes an effective way to segment hands out of entire image and also facilitates depth estimation of tracked hands in real-time by dualcamera systems. Multithreading and several techniques are applied to reduce computational complexity in proposed design. The final algorithm has been implemented both on PCs (with Intel Core i7 processor) and an embedded system (with ARM Cortex A9 processor). On PCs, it reaches 24 frames per second at VGA video. On the other hand, after reducing image size (i.e. QVGA video), it achieves the performance about 8 frames per second on PandaBoard embedded system.

原文	English
主出版物標題	2015 International Symposium on VLSI Design, Automation and Test, VLSI-DAT 2015
發行者	Institute of Electrical and Electronics Engineers Inc.
ISBN（電子）	9781479962754
DOIs	https://doi.org/10.1109/VLSI-DAT.2015.7114577
出版狀態	Published - 28 5月 2015
事件	2015 International Symposium on VLSI Design, Automation and Test, VLSI-DAT 2015 - Hsinchu, 台灣持續時間: 27 4月 2015 → 29 4月 2015

出版系列

名字	2015 International Symposium on VLSI Design, Automation and Test, VLSI-DAT 2015

Conference

Conference	2015 International Symposium on VLSI Design, Automation and Test, VLSI-DAT 2015
國家/地區	台灣
城市	Hsinchu
期間	27/04/15 → 29/04/15

存取文件

10.1109/VLSI-DAT.2015.7114577

其它文件與鏈接

Link to publication in Scopus

引用此

Chien, P. Y., Miao, Y. H., & Guo, J.-I. (2015). A 3D hand tracking design for gesture control in complex environments. 於 2015 International Symposium on VLSI Design, Automation and Test, VLSI-DAT 2015 文章 7114577 (2015 International Symposium on VLSI Design, Automation and Test, VLSI-DAT 2015). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/VLSI-DAT.2015.7114577

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title = "A 3D hand tracking design for gesture control in complex environments",

abstract = "This paper proposes a low-complexity design for 3D hand tracking, which can provide depth information and is able to work under critical backgrounds. This paper also proposes an effective way to segment hands out of entire image and also facilitates depth estimation of tracked hands in real-time by dualcamera systems. Multithreading and several techniques are applied to reduce computational complexity in proposed design. The final algorithm has been implemented both on PCs (with Intel Core i7 processor) and an embedded system (with ARM Cortex A9 processor). On PCs, it reaches 24 frames per second at VGA video. On the other hand, after reducing image size (i.e. QVGA video), it achieves the performance about 8 frames per second on PandaBoard embedded system.",

author = "Chien, {Po Yu} and Miao, {Yuan Hsiang} and Jiun-In Guo",

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note = "2015 International Symposium on VLSI Design, Automation and Test, VLSI-DAT 2015 ; Conference date: 27-04-2015 Through 29-04-2015",

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Chien, PY, Miao, YH & Guo, J-I 2015, A 3D hand tracking design for gesture control in complex environments. 於 2015 International Symposium on VLSI Design, Automation and Test, VLSI-DAT 2015., 7114577, 2015 International Symposium on VLSI Design, Automation and Test, VLSI-DAT 2015, Institute of Electrical and Electronics Engineers Inc., 2015 International Symposium on VLSI Design, Automation and Test, VLSI-DAT 2015, Hsinchu, 台灣, 27/04/15. https://doi.org/10.1109/VLSI-DAT.2015.7114577

A 3D hand tracking design for gesture control in complex environments. / Chien, Po Yu; Miao, Yuan Hsiang; Guo, Jiun-In .
2015 International Symposium on VLSI Design, Automation and Test, VLSI-DAT 2015. Institute of Electrical and Electronics Engineers Inc., 2015. 7114577 (2015 International Symposium on VLSI Design, Automation and Test, VLSI-DAT 2015).

研究成果: Conference contribution › 同行評審

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T1 - A 3D hand tracking design for gesture control in complex environments

AU - Chien, Po Yu

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AU - Guo, Jiun-In

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N2 - This paper proposes a low-complexity design for 3D hand tracking, which can provide depth information and is able to work under critical backgrounds. This paper also proposes an effective way to segment hands out of entire image and also facilitates depth estimation of tracked hands in real-time by dualcamera systems. Multithreading and several techniques are applied to reduce computational complexity in proposed design. The final algorithm has been implemented both on PCs (with Intel Core i7 processor) and an embedded system (with ARM Cortex A9 processor). On PCs, it reaches 24 frames per second at VGA video. On the other hand, after reducing image size (i.e. QVGA video), it achieves the performance about 8 frames per second on PandaBoard embedded system.

AB - This paper proposes a low-complexity design for 3D hand tracking, which can provide depth information and is able to work under critical backgrounds. This paper also proposes an effective way to segment hands out of entire image and also facilitates depth estimation of tracked hands in real-time by dualcamera systems. Multithreading and several techniques are applied to reduce computational complexity in proposed design. The final algorithm has been implemented both on PCs (with Intel Core i7 processor) and an embedded system (with ARM Cortex A9 processor). On PCs, it reaches 24 frames per second at VGA video. On the other hand, after reducing image size (i.e. QVGA video), it achieves the performance about 8 frames per second on PandaBoard embedded system.

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M3 - Conference contribution

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T3 - 2015 International Symposium on VLSI Design, Automation and Test, VLSI-DAT 2015

BT - 2015 International Symposium on VLSI Design, Automation and Test, VLSI-DAT 2015

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Chien PY, Miao YH, Guo JI. A 3D hand tracking design for gesture control in complex environments. 於 2015 International Symposium on VLSI Design, Automation and Test, VLSI-DAT 2015. Institute of Electrical and Electronics Engineers Inc. 2015. 7114577. (2015 International Symposium on VLSI Design, Automation and Test, VLSI-DAT 2015). doi: 10.1109/VLSI-DAT.2015.7114577

A 3D hand tracking design for gesture control in complex environments

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Conference

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指紋

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