DocumentCode
1100700
Title
Random Projections Imaging With Extended Space-Bandwidth Product
Author
Stern, Adrian ; Javidi, Bahram
Author_Institution
Ben-Gurion Univ. of the Negev, Beer-Sheva
Volume
3
Issue
3
fYear
2007
Firstpage
315
Lastpage
320
Abstract
We propose a novel approach to imaging that is not based on traditional optical imaging architecture. With the new approach, the image is reconstructed and visualized from random projections of the input object. The random projections are implemented within a single exposure by using a random phase mask which can be placed on a lens. For objects that have sparse representation in some known domain (e.g., Fourier or wavelet), the novel imaging systems have larger effective space - bandwidth product than conventional imaging systems. This implies, for example, that more object pixels may be reconstructed and visualized than the number of pixels of the image sensor. We present simulation results on the utility of the new approach. The proposed approach can have broad applications in efficient imaging capture, visualization, and display given ever increasing demands for larger and higher resolution images, faster image communications, and multidimensional image communications such as 3-D TV and display.
Keywords
data compression; image coding; image reconstruction; image resolution; compressed imaging; extended space-bandwidth product; image capturing; image reconstruction; image resolution; image visualization; random phase mask; random projection imaging; Bandwidth; Displays; Image communication; Image reconstruction; Image sensors; Lenses; Optical imaging; Pixel; Visualization; Wavelet domain; Compressed imaging; compressed sensing; efficient image visualization and display; random phase encoding; space-bandwidth product; sparse representation;
fLanguage
English
Journal_Title
Display Technology, Journal of
Publisher
ieee
ISSN
1551-319X
Type
jour
DOI
10.1109/JDT.2007.900919
Filename
4292140
Link To Document