Hand Gesture Recognition Using Modified 1$ and Background Subtraction Algorithms
Joint Authors
Khaled, Hazem
Sayed, Samir G.
Saad, El Sayed M.
Ali, Hossam
Source
Mathematical Problems in Engineering
Issue
Vol. 2015, Issue 2015 (31 Dec. 2015), pp.1-8, 8 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2015-04-20
Country of Publication
Egypt
No. of Pages
8
Main Subjects
Abstract EN
Computers and computerized machines have tremendously penetrated all aspects of our lives.
This raises the importance of Human-Computer Interface (HCI).
The common HCI techniques still rely on simple devices such as keyboard, mice, and joysticks, which are not enough to convoy the latest technology.
Hand gesture has become one of the most important attractive alternatives to existing traditional HCI techniques.
This paper proposes a new hand gesture detection system for Human-Computer Interaction using real-time video streaming.
This is achieved by removing the background using average background algorithm and the 1$ algorithm for hand’s template matching.
Then every hand gesture is translated to commands that can be used to control robot movements.
The simulation results show that the proposed algorithm can achieve high detection rate and small recognition time under different light changes, scales, rotation, and background.
American Psychological Association (APA)
Khaled, Hazem& Sayed, Samir G.& Saad, El Sayed M.& Ali, Hossam. 2015. Hand Gesture Recognition Using Modified 1$ and Background Subtraction Algorithms. Mathematical Problems in Engineering،Vol. 2015, no. 2015, pp.1-8.
https://search.emarefa.net/detail/BIM-1074625
Modern Language Association (MLA)
Khaled, Hazem…[et al.]. Hand Gesture Recognition Using Modified 1$ and Background Subtraction Algorithms. Mathematical Problems in Engineering No. 2015 (2015), pp.1-8.
https://search.emarefa.net/detail/BIM-1074625
American Medical Association (AMA)
Khaled, Hazem& Sayed, Samir G.& Saad, El Sayed M.& Ali, Hossam. Hand Gesture Recognition Using Modified 1$ and Background Subtraction Algorithms. Mathematical Problems in Engineering. 2015. Vol. 2015, no. 2015, pp.1-8.
https://search.emarefa.net/detail/BIM-1074625
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1074625