A low-complexity modeling approach for embedded coding of wavelet coefficients

A low-complexity modeling approach for embedded coding of wavelet coefficients
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DOI:
10.1109/dcc.1998.672180
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发表时间:
1998-03
期刊:
Proceedings DCC '98 Data Compression Conference (Cat. No.98TB100225)
影响因子:
--
通讯作者:
E. Ordentlich;M. Weinberger;G. Seroussi
E. Ordentlich;M. Weinberger;G. Seroussi
中科院分区:
其他
文献类型:
--
作者:
E. Ordentlich;M. Weinberger;G. Seroussi

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We present a new low-complexity method for modeling and coding the bitplanes of a wavelet-transformed image in a fully embedded fashion. The scheme uses a simple ordering model for embedding, based on the principle that coefficient bits that are likely to reduce the distortion the most should be described first in the encoded bitstream. The ordering model is tied to a conditioning model in a way that deinterleaves the conditioned subsequences of coefficient bits, making them amenable to coding with a very simple, adaptive elementary Golomb (1966) code. The proposed scheme, without relying on zerotrees or arithmetic coding, attains PSNR vs. bit rate performance superior to that of SPIHT, and competitive with its arithmetic coding variant, SPIHT-AC.