DocumentCode
1677584
Title
An image labeling mechanism using digital Radon projections
Author
Svalbe, Imants
Author_Institution
Sch. of Phys. & Mater. Eng., Monash Univ., Melbourne, Vic., Australia
Volume
3
fYear
2001
fDate
6/23/1905 12:00:00 AM
Firstpage
1015
Abstract
The digital Radon transform (DRT) maps any digital image into an equivalent set of independent digital projections. Digital projections with a low variance add nearly constant values to each pixel location in the back-projected image. The contents of low variance projections could be replaced with image descriptors or captions A simple mechanism is demonstrated to encode arbitrary messages into greyscale image data as digital projections. The inverse DRT distributes the projection data across the whole image, maximising the encoded message capacity and minimising the perturbation of original image pixel values. The method, similar in principle to spread-spectrum encoding techniques, does not require the original image to extract embedded messages, but is fragile. The DRT, being an additive operation, has a low calculation complexity and can be computed reasonably rapidly. Pixel sampling and interpolation issues, inherent for the processing of projections in continuous space, are avoided here as the DRT uses whole pixel contents to forward- and back-project digital projections. Rounding the data limits the encoded message capacity and recovery
Keywords
Radon transforms; channel capacity; data compression; image coding; transform coding; back-projected image; data rounding; digital Radon projections; digital image; encoded message capacity; encoded message recovery; greyscale image data; image captions; image descriptors; image labeling mechanism; image pixel values; inverse DRT; low calculation complexity; low variance projections; pixel location; projection data; spread-spectrum encoding; Data mining; Digital images; Fourier transforms; Image coding; Image reconstruction; Image storage; Interpolation; Labeling; Pixel; Wavelet transforms;
fLanguage
English
Publisher
ieee
Conference_Titel
Image Processing, 2001. Proceedings. 2001 International Conference on
Conference_Location
Thessaloniki
Print_ISBN
0-7803-6725-1
Type
conf
DOI
10.1109/ICIP.2001.958298
Filename
958298
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