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

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

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
出版狀態Published - 28 5月 2015
事件2015 International Symposium on VLSI Design, Automation and Test, VLSI-DAT 2015 - Hsinchu, Taiwan
持續時間: 27 4月 201529 4月 2015

出版系列

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

Conference

Conference2015 International Symposium on VLSI Design, Automation and Test, VLSI-DAT 2015
國家/地區Taiwan
城市Hsinchu
期間27/04/1529/04/15

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