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A differential-index assignment scheme for tree-structured vector quantization

delete1999-05-01
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J
Jong-Ki Han *
H
Hyung‐Myung Kim
DOI:10.1109/42.774171delete
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摘要

摘要

En 中文
A differential index (DI) assignment scheme is proposed for the image encoding system in which a variable-length tree-structured vector quantizer (VLTSVQ) is adopted. Each source vector is quantized into a terminal node of VLTSVQ and each terminal node is represented as a unique binary vector. The proposed index assignment scheme utilizes the correlation between interblocks of the image to increase the compression ratio with the image quality maintained; Simulation results show that the proposed scheme achieves a much higher compression ratio than the conventional one does and that the amount of the bit rate reduction of the proposed scheme becomes large as the correlation: of the image becomes large. The proposed encoding scheme can be effectively used to encode MR images whose pixel values are, in:general, highly correlated with those of the neighbor pixels.
Keyword:
differential index (DI) assignment
medical image
TSVQ
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期刊

IEEE Transactions on Medical Imaging 封面图
IEEE Transactions on Medical Imaging
IF:
9.8
论文数:
6.2K
被引数:
3.7W

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