一种新的彩色图像数据库压缩技术

N. V. Thakur, O. Kakde
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引用次数: 8

摘要

提出了一种基于分形编码和螺旋结构的彩色图像数据库压缩技术。分形编码用于灰度图像。虽然已经提出了压缩灰度图像和彩色图像的新方法,但所提出的方法首先是将RGB彩色空间图像的三个颜色平面形成一个平面图像。然后将传统方形结构的单平面图像表示成螺旋结构进行压缩。在新的螺旋结构图像上,应用分形编码得到编码图像。用不同的公差值进行了大量的实验。中值被用作码本形成的基础。对实现结果进行了比较,结果表明压缩效果更好,图像质量损失较小。由于颜色平面从三到一的螺旋乘法和最小化,所提出的方法更有效。该方法属于有损压缩,时间复杂度在n数量级,即O(n)。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A Novel Compression Technique for Color Image Database
This paper presents a novel compression technique for color image database using fractal coding and spiral architecture. Fractal coding is used for gray level images. Although new approaches have been proposed that compress gray level and color images, the proposed approach, firstly, forms one-plane image from three color planes of RGB color space image. Then the one-plane image in traditional square structure is represented in spiral architecture for compression. On this new spiral architecture image, fractal coding is applied to get encoded image. Extensive experiments are carried out with various tolerance values. Median is used as the basis in codebook formation. Implementation results are compared and show more compression with little trade off in image quality. Due to the spiral multiplication and minimization of color planes from three to one, the proposed approach is more effective. Proposed approach falls in lossy compression category, with time complexity in the order of n i.e. O(n).
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