Three-dimensional object-distortion-tolerant recognition for integral imaging using independent component analysis
JOSA A, Vol. 26, Issue 2, pp. 245-251 (2009)
http://dx.doi.org/10.1364/JOSAA.26.000245
Enhanced HTML 
Acrobat PDF (897 KB)
Abstract
Independent component analysis (ICA) aims at extracting unknown components from multivariate data assuming that the underlying components are mutually independent. This technique has been successfully applied to the recognition and classification of objects. We present a method that combines the benefits of ICA and the ability of the integral imaging technique to obtain 3D information for the recognition of 3D objects with different orientations. Our recognition is also possible when the 3D objects are partially occluded by intermediate objects.
© 2009 Optical Society of America
OCIS Codes
(100.5010) Image processing : Pattern recognition
(100.6890) Image processing : Three-dimensional image processing
ToC Category:
Image Processing
History
Original Manuscript: August 28, 2008
Manuscript Accepted: November 11, 2008
Published: January 20, 2009
Citation
Cuong Manh Do, Raúl Martínez-Cuenca, and Bahram Javidi, "Three-dimensional object-distortion-tolerant recognition for integral imaging using independent component analysis," J. Opt. Soc. Am. A 26, 245-251 (2009)
http://www.opticsinfobase.org/josaa/abstract.cfm?URI=josaa-26-2-245
You do not have subscription access to this journal. Citation lists with outbound citation links are available to subscribers only. You may subscribe either as an OSA member, or as an authorized user of your institution.
Contact your librarian or system administrator
or
Log in to access OSA Member Subscription
You do not have subscription access to this journal. Cited by links are available to subscribers only. You may subscribe either as an OSA member, or as an authorized user of your institution.
Contact your librarian or system administrator
or
Log in to access OSA Member Subscription
You do not have subscription access to this journal. Figure files are available to subscribers only. You may subscribe either as an OSA member, or as an authorized user of your institution.
Contact your librarian or system administrator
or
Log in to access OSA Member Subscription
You do not have subscription access to this journal. Article level metrics are available to subscribers only. You may subscribe either as an OSA member, or as an authorized user of your institution.
Contact your librarian or system administrator
or
Log in to access OSA Member Subscription
Related Journal Articles 
- Three-dimensional object recognition by use of digital holography (OL)
- Optical Image Recognition of Three-Dimensional Objects (AO)
- Dynamic Measurements of Internal Three-Dimensional Displacement Fields with Digital Speckle Photography and Flash X rays (AO)
- Real-Time Three-Dimensional Object Recognition with Multiple Perspectives Imaging (AO)
- Three-dimensional object recognition by use of a photorefractive volume holographic processor (OL)
Related Conference Papers
- Peculiarities of optical formation and filtering the images of 3D objects in coherent light
- Automatic classification of images with a photorefractive crystal
- Stereo Panorama Personal Virtual Environment
- Photon Counting 3-D Passive Sensing and Object Recognition
- 3D automatic target recognition of passive photon counting integral imaging using advanced correlation filters
« Previous Article | Next Article »
OSA is a member of 