Dinei A. Florencio and Ronald Schafer
1994
Pyramid Image Coding is a natural coding scheme for
applications where progressive transmission is desired.
In this kind of coder, versions of the original image
at several resolution levels are formed by successive
filtering and subsampling. Then, beginning from the
coarsest image, the image is used to produce an estimate
for the next (higher resolution) level and the error
is coded and transmitted. While expansive pyramids
(e.g., Burt’s Laplacian Pyramid) are usually less efficient,
non-expansive pyramids tend to produce ringing
(e.g., Subband/Wavelet) and/or blocking (e.g., DCT).
In this paper we introduce a non-expansive pyramid
that does not. produce ringing or blocking effects. Instead,
the main artifact is texture removal. The simulations
have produced images with entropies in the
range of .2 to 1.5 bpp, with SNR figures similar to or
better than JPEG at equivalent rates. The proposed
coder has several atractive features, including 8 bit integer
operations only, a perfect reconstruction mode,
progressive transmission and an interesting progressive
computatiorl property.
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Publisher IEEE SPS
| Type | Inproceedings |