CONFERENCE PROCEEDINGS
Advanced Search
Home > Proceedings > Volume 10997 > Article
Paper
22 May 2019 An overview of spatial-temporal human gesture recognition under degraded environments using integral imaging
Xin Shen, Hee-Seung Kim, Satoru Komatsu, Adam Markman, Bahram Javidi
Author Affiliations +
Proceedings Volume 10997, Three-Dimensional Imaging, Visualization, and Display 2019; 109970X (2019) https://doi.org/10.1117/12.2521338
Event: SPIE Defense + Commercial Sensing, 2019, Baltimore, MD, United States
Abstract
We overview a previously reported method for spatial-temporal human gesture recognition under degraded environmental conditions using three-dimensional (3D) integral imaging (InIm) technology with correlation filters. The degraded conditions include low illumination environment and occlusion in front of the human gesture. The human gesture is captured by passive integral imaging, the signal is then processed using computational reconstruction algorithms and denoising algorithms to decrease the noise and remove partial occlusion. Gesture recognition is finally processed using correlation filters. Experimental results show that the proposed approach is promising for human gesture recognition under degraded environmental conditions compared with conventional recognition algorithms.
© (2019) COPYRIGHT Society of Photo-Optical Instrumentation Engineers (SPIE). Downloading of the abstract is permitted for personal use only.
Citation Download Citation
Xin Shen, Hee-Seung Kim, Satoru Komatsu, Adam Markman, and Bahram Javidi "An overview of spatial-temporal human gesture recognition under degraded environments using integral imaging", Proc. SPIE 10997, Three-Dimensional Imaging, Visualization, and Display 2019, 109970X (22 May 2019); https://doi.org/10.1117/12.2521338
ACCESS THE FULL ARTICLE
ORGANIZATIONAL
Sign in with credentials provided by your organization.
INSTITUTIONAL
Select your institution to access the SPIE Digital Library.
SELECT YOUR INSTITUTION
PERSONAL
Sign in with your SPIE account to access your personal subscriptions or to use specific features such as save to my library, sign up for alerts, save searches, etc.
PERSONAL SIGN IN
No SPIE Account? Create one
PURCHASE THIS CONTENT
SUBSCRIBE TO DIGITAL LIBRARY
50 downloads per 1-year subscription
Members: $195
Non-members: $335 ADD TO CART
25 downloads per 1 - year subscription
Members: $145
Non-members: $250 ADD TO CART
PURCHASE SINGLE ARTICLE
Includes PDF, HTML & Video, when available
Members: $17.00
Non-members: $21.00 ADD TO CART
PROCEEDINGS
 7 PAGES
DOWNLOAD PAPER SAVE TO MY LIBRARY
GET CITATION
Advertisement
Advertisement
RIGHTS & PERMISSIONS
Get copyright permission  Get copyright permission on Copyright Marketplace
KEYWORDS
Gesture recognition
Integral imaging
RELATED CONTENT
Subscribe to Digital Library
Receive Erratum Email Alert
Back to Top