任意形状支撑上图像数据小波系数的零树编码

A. Kawanaka, V. Algazi
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引用次数: 8

摘要

[仅提供摘要形式]。提出了一种适用于运动图像面向对象编码和计算机图形学中纹理数据高效表示的任意形状图像数据小波编码方法。在区域边界处采用对称扩展技术,保持小波系数的位置,得到任意形状图像的小波变换。对于小波系数的熵编码,将零树编码技术改进为对任意形状的区域进行编码,将缺失的(在分解支持之外的)系数视为不重要,只传输分解支持内的零树符号。将该方法对包括人、茶壶和项链在内的几幅测试图像的编码性能与形状自适应DCT和对包含区域边界的DCT块应用低通外推的普通DCT方法进行了比较。实验表明,与SA-DCT和普通DCT方法相比,该方法具有更好的编码效率。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Zerotree coding of wavelet coefficients for image data on arbitrarily shaped support
[Summary form only given]. A wavelet coding method for arbitrarily shaped image data, applicable to object-oriented coding of moving pictures, and to the efficient representation of texture data in computer graphics is proposed. The wavelet transform of an arbitrarily shaped image is obtained by applying the symmetrical extension technique at region boundaries and keeping the location of the wavelet coefficient. For entropy coding of the wavelet coefficients, the zerotree coding technique is modified to work with arbitrarily shaped regions by treating missing (outside of the decomposed support) coefficients as insignificant and transmitting only those zerotree symbols which are in the decomposed support. The coding performance of the proposed method for several test images that include a person, a teapot and a necklace is compared to a shape-adaptive DCT and an ordinary DCT method applying low pass extrapolation to the DCT block containing the region boundaries. Experiments show that the proposed method has a better coding efficiency compared to SA-DCT and the ordinary DCT method.
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