3D Hand Gesture Analysis through a Real-Time Gesture Search Engine. (9th June 2015)
- Record Type:
- Journal Article
- Title:
- 3D Hand Gesture Analysis through a Real-Time Gesture Search Engine. (9th June 2015)
- Main Title:
- 3D Hand Gesture Analysis through a Real-Time Gesture Search Engine
- Authors:
- Yousefi, Shahrouz
Li, Haibo - Abstract:
- 3D gesture recognition and tracking are highly desired features of interaction design in future mobile and smart environments. Specifically, in virtual/augmented reality applications, intuitive interaction with the physical space seems unavoidable and 3D gestural interaction might be the most effective alternative for the current input facilities such as touchscreens. In this paper, we introduce a novel solution for real-time 3D gesture-based interaction by finding the best match from an extremely large gesture database. This database includes images of various articulated hand gestures with the annotated 3D position/orientation parameters of the hand joints. Our unique matching algorithm is based on the hierarchical scoring of the low-level edge-orientation features between the query frames and database and retrieving the best match. Once the best match is found from the database in each moment, the pre-recorded 3D motion parameters can instantly be used for natural interaction. The proposed bare-hand interaction technology performs in real time with high accuracy using an ordinary camera.
- Is Part Of:
- International journal of advanced robotic systems. Volume 12:Number 6(2015)
- Journal:
- International journal of advanced robotic systems
- Issue:
- Volume 12:Number 6(2015)
- Issue Display:
- Volume 12, Issue 6 (2015)
- Year:
- 2015
- Volume:
- 12
- Issue:
- 6
- Issue Sort Value:
- 2015-0012-0006-0000
- Page Start:
- Page End:
- Publication Date:
- 2015-06-09
- Subjects:
- Gesture Recognition -- Gesture Tracking -- 3D Motion Analysis -- Gesture Search Engine -- 3D Interaction
Robotics -- Periodicals
Robotics
Periodicals
629.892 - Journal URLs:
- http://arx.sagepub.com/ ↗
http://search.epnet.com/direct.asp?db=bch&jid=13CR&scope=site ↗
http://www.intechweb.org/journal.php?id=3 ↗
http://www.uk.sagepub.com/home.nav ↗ - DOI:
- 10.5772/60045 ↗
- Languages:
- English
- ISSNs:
- 1729-8806
- Deposit Type:
- Legaldeposit
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- Available online (eLD content is only available in our Reading Rooms) ↗
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- British Library DSC - BLDSS-3PM
British Library HMNTS - ELD Digital store - Ingest File:
- 6968.xml