Hand Gesture Recognition Using Particle Swarm Movement
Joint Authors
Nyirarugira, Clementine
Choi, Hyo-rim
Kim, TaeYong
Source
Mathematical Problems in Engineering
Issue
Vol. 2016, Issue 2016 (31 Dec. 2016), pp.1-8, 8 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2016-06-20
Country of Publication
Egypt
No. of Pages
8
Main Subjects
Abstract EN
We present a gesture recognition method derived from particle swarm movement for free-air hand gesture recognition.
Online gesture recognition remains a difficult problem due to uncertainty in vision-based gesture boundary detection methods.
We suggest an automated process of segmenting meaningful gesture trajectories based on particle swarm movement.
A subgesture detection and reasoning method is incorporated in the proposed recognizer to avoid premature gesture spotting.
Evaluation of the proposed method shows promising recognition results: 97.6% on preisolated gestures, 94.9% on stream gestures with assistive boundary indicators, and 94.2% for blind gesture spotting on digit gesture vocabulary.
The proposed recognizer requires fewer computation resources; thus it is a good candidate for real-time applications.
American Psychological Association (APA)
Nyirarugira, Clementine& Choi, Hyo-rim& Kim, TaeYong. 2016. Hand Gesture Recognition Using Particle Swarm Movement. Mathematical Problems in Engineering،Vol. 2016, no. 2016, pp.1-8.
https://search.emarefa.net/detail/BIM-1111819
Modern Language Association (MLA)
Nyirarugira, Clementine…[et al.]. Hand Gesture Recognition Using Particle Swarm Movement. Mathematical Problems in Engineering No. 2016 (2016), pp.1-8.
https://search.emarefa.net/detail/BIM-1111819
American Medical Association (AMA)
Nyirarugira, Clementine& Choi, Hyo-rim& Kim, TaeYong. Hand Gesture Recognition Using Particle Swarm Movement. Mathematical Problems in Engineering. 2016. Vol. 2016, no. 2016, pp.1-8.
https://search.emarefa.net/detail/BIM-1111819
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1111819