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分形与图像压缩
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
图片生成过程 ,[object Object],Sierpinski垫片
[object Object],[object Object],[object Object],[object Object],分形图像编码的基本原理
由一组压缩仿射变换:  。及  对应的压缩比  满 足  及其一组对应的伴随概率  且  ,那么称  为一迭代函数系统, 记为 迭代函数系 IFS(Iteration Function System)
仿射变换集: W 1 ~W 5 概率集: P 1 ~P 5 IFS
[object Object],[object Object],[object Object],则 A  的意义可分解为旋转 , 伸缩 , 扭曲 , 反演等。
[object Object],a*x1+b*y1+e=r1  ( 1 )  a*x2+b*y2+e=r2  ( 2 ) a*x3+b*y3+e=r3  ( 3 ) c*x1+d*y1+f=s1  ( 4 ) c*x2+d*y2+f=s2  ( 5 ) c*x3+d*y3+f=s3  ( 6 ) 由以上六方程可求出 a 、 b 、 c 、 d 、 e 、 f 。
[object Object],[object Object],分形图像压缩的理论基础除了迭代函数系统( IFS )以外还包括以下两个关键定理:
吸引子定理 是一个完备的度量空间, 是压缩映射, 定义 则 在 上存在唯一的不动 集 A ,即满足 并且 A 可由下式给出 对 有 ,A 即为该 IFS 的吸引子 表示变换 w 的 n 次复合,即:   设 以上定理说明:迭代函数系统生成的图形总是存在的,而且是唯一的。 若:
相关概念 ,[object Object],[object Object],[object Object]
拼贴定理 是一个完备量度空间 , 给定 与 如果可以找到一个具有压缩因子 的 , 使得右式成立 : , 其中 A 为该 IFS 的吸引子。等价地对任一 有 :   。其中 H 为中非空紧集的全体构成的集合族 , 为 Hausdorff 距离 。 设 则 拼贴定理说明对任意给定的有界集 ,  一定可以找到一个 IFS, 其吸引子在一定的 Hausdorff 距离下与给定集相近。
分形图像压缩方法 ,[object Object],HOME 现实图像 分形图像 IFS 近似替代 图像编码 求 IFS 参数 图像解码 求 IFS 吸引子
[object Object],[object Object],[object Object],[object Object],[object Object]
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],编码过程
3 、编码: 对每个 R i 确定最佳匹配 D i , 记录 R i 和 D i 的位置和变换参数 2 、匹配: 几何变换、亮度变换 1 、分块: Range :  Domain :
常用的 8 种压缩映射
[object Object],[object Object],解码过程
C=10.72; PSNR(db):31.9; Time(s):369
问题:在兼顾解码质量的前提下,提高编码速度  和压缩比 (a) 原图像  ( b )解码图像  ( c) 差图像 Time(s) 231 Time(s) 560
分形图像压缩的特点 ,[object Object],[object Object],[object Object],[object Object],HOME
PIFS 改进算法 ,[object Object],[object Object],[object Object],[object Object]
[object Object],[object Object]

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