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 :
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