Hand Gesture Recognition with Skin Detection and Deep Learning Method. Issue 2 (June 2019)
- Record Type:
- Journal Article
- Title:
- Hand Gesture Recognition with Skin Detection and Deep Learning Method. Issue 2 (June 2019)
- Main Title:
- Hand Gesture Recognition with Skin Detection and Deep Learning Method
- Authors:
- Huang, Hanwen
Chong, Yanwen
Nie, Congchong
Pan, Shaoming - Abstract:
- Abstract: Gesture recognition, although has been exploring for many years, is still a challenging problem. Complex background, camera angles and illumination conditions make the problem more difficult. Thus, this paper presents a fast and robust method for hand gesture recognition based on RGB video. First we detect the skin based on their color. Then we extract the contour and segment the hand region. Finally we recognize the gesture. The results of experiment demonstrate that the proposed method are efficient to recognize gesture with a higher accuracy than the state of the art.
- Is Part Of:
- Journal of physics. Volume 1213:Issue 2(2019)
- Journal:
- Journal of physics
- Issue:
- Volume 1213:Issue 2(2019)
- Issue Display:
- Volume 1213, Issue 2 (2019)
- Year:
- 2019
- Volume:
- 1213
- Issue:
- 2
- Issue Sort Value:
- 2019-1213-0002-0000
- Page Start:
- Page End:
- Publication Date:
- 2019-06
- Subjects:
- Physics -- Congresses
530.5 - Journal URLs:
- http://www.iop.org/EJ/journal/1742-6596 ↗
http://ioppublishing.org/ ↗ - DOI:
- 10.1088/1742-6596/1213/2/022001 ↗
- Languages:
- English
- ISSNs:
- 1742-6588
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - 5036.223000
British Library DSC - BLDSS-3PM
British Library HMNTS - ELD Digital store - Ingest File:
- 11111.xml