Title :
Retrieval of symmetrical image blur using zero sheets
Author :
Premaratne, P. ; Ko, C.C.
Author_Institution :
Dept. of Electr. Eng., Nat. Univ. of Singapore, Singapore
fDate :
2/1/2001 12:00:00 AM
Abstract :
The analytically continued Fourier transform of a two-dimensional image vanishes to zero on a two-dimensional surface embedded in a four-dimensional space. This surface uniquely characteristics the image and is known as a `zero sheet´. Since the manipulation of a function in four-dimensional space is cumbersome, the projections of zero sheets, known as `zero tracks´ are calculated. This knowledge of zero sheets can be extended to a number of practical applications including image processing. Image restoration can be realised without prior knowledge of the point spread function, i.e. blind deconvolution is possible even when only a single blurred image is given. If the blurred image concerned contains a point spread function with diagonal symmetry, the point zeros calculated row-wise and column-wise contain some similarities, which supports retrieval of both the true image and a point spread function. This novel scheme performs the separation effectively in the absence of contamination
Keywords :
deconvolution; image restoration; image retrieval; optical transfer function; 2D image; 2D surface; blind deconvolution; continued Fourier transform; four-dimensional space; image characteristics; image processing; image restoration; point spread function; point zeros; symmetrical image blur retrieval; zero sheets;
Journal_Title :
Vision, Image and Signal Processing, IEE Proceedings -
DOI :
10.1049/ip-vis:20010143