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技术 2022年11月16日
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  从今天开始学习极化SAR图像,记录于此。

  极化散射矩阵S是用来表示单个像素散射特性的一种简便办法,它包含了目标的全部极化信息。

<img src="data:image/png;base64,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" alt="" width="125" height="53" />,在满足互易条件下,有<img src="data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAGcAAAAoCAIAAABsLXMXAAADh0lEQVRoge2ZMWvjMBTH39fQ7DVbtxsOT1q63A1ZbtCQJUOHQgdDhsLtgsBNBweC7EVwc0Bk6RLQ1sF4KyFoyVCMhnAYoRvsJFbsXM9q7Sbg3xYRpPf+7+lJTwbb0xz4aAMukl41H3rVfOhV86FXzYdeNR961XzoVfOhV82HXjUfqqqliWBRiAAAABChD7+lMtao+T1dpB9goR/teuGqZtZiggFwxGOdj+hkTgkCALiKxObNy3VC+16UVfuz5jcIBiP+bJz/vEh6DTBkyfbt67VPF16UVDMxw6g2GiZhGE1Eauz504kXVdUQZvHxxKmYTMRlFLVOvCjv0G3ChgAAaMRid/J0MZ1VjDhTuvDCPQ30kubnTnXJC6J9L45vHkbNJ8WBjSdi3WF+7XLkVTBLXjOrbS9qbrlGPU7JAAAABoQ96fdeshta9eJEb6CfWLFkxxn3rrTmxemO6lAdLuTOUUs7XoC11pp4Nq3pM0zC8AV1BR16AdaevsikIkKdqfbm06BDL8Bak4pJEP1jPbcLKa6ROSGV2maSBnufPkf3X/c/AiozqyUNSz9b4n+92KXewaCD+cE9+zk8ZXzZftgF+ZrKlyM7tJyGAKjGlBUnAYRTqXdBzyQNAI342hQOoHJsUxGhUi/dCk28SEWEyiMbEX0KI55oY22m+NidR0saArrh6z/7CcDajYiuAAAQoVyqQoc0mU8JAkRmsa7sh1REyEl4kzB8kClXbcxVZq215pmPwkov/e408SIVEQoIX1lr824/KOJdzONIbGKG0VHqgE0XdLrU1uhkwR+K9xQovUlVMQnDzrbdJmxYOqS2CRvusjmN2RhP5rXzvCdNvDAJw3ltsUbHM4K/C7XLIxMzHJR7WDchCjzecuvLdikaWtIQCFf57ihv5PMgkzTIt4Je0vBLeVM7Ve/g2/GtpblqlWhYxYkTjRUnQUBlppcU35bLwXmQKT6GgMrsRdJvbunYJmzontErToJqZW+sWmV7ulXM5qFEmD0uj206E7SkIeBfcjnFh3Jmra1LCKcCHmiqWjUaGxFdOSOKExiQ6JbQ5Vn2sCtOAkTu7siPo9JxIiFqnn+bqWbWfIScB7/qSH79qT98z4HCvsojknnmo4ET/urIjgaqKT4+fQPcp3Gm+PjodnNeKE6qXxUUJ6euvgBAuHLn6L+H+tCr5kOvmg+9aj70qvnQq+bDXxbm8ZMa3wjXAAAAAElFTkSuQmCC" alt="" width="65" height="25" />。

  目标的Mueller 矩阵定义为<img src="data:image/png;base64,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" alt="" width="71" height="21" />,式中M 即为目标的Mueller 矩阵,其计算表达式为<img src="data:image/png;base64,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" alt="" width="94" height="20" />,其中矩阵W定义为

<img src="data:image/png;base64,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" alt="" width="279" height="94" />,其中变换矩阵R为<img src="data:image/png;base64,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" alt="" width="119" height="79" />。已有文献证明:Mueller 矩阵M 与极化散射矩阵S 之间有唯一对应关系。

极化散射矩阵S描述了入射波Jones 矢量与散射波Jones 矢量之间的关系,而Mueller 矩阵则描述了入射波Stokes 矢量<img src="data:image/png;base64,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" alt="" width="13" height="19" />与散射波Stokes 矢量<img src="data:image/png;base64,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" alt="" width="14" height="15" />之间的关系。

极化协方差矩阵也称为复埃尔米特矩阵,同极化散射矩阵一样,它也包含了雷达测量得到的全部目标极化信息。极化SAR 图像处理过程一般都是在极化协方差矩阵和极化相干矩阵的基础上进行,它是进行多极化SAR数据分析和处理的基础。

通常情况下,极化协方差矩阵的计算是基于极化散射矩阵矢量化。对于互易介质<img src="data:image/png;base64,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" alt="" width="55" height="19" />,极化测量矢量<img src="data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAABEAAAAcCAIAAAAIkcNzAAABBklEQVQ4jdWTPWoDMRCF3zVUq03nLtVWe4NtVfgQAp9BkCrgSuALCNy4MegACyoCLoS6YIIbQ0Co2ELZ2IV/8MprywuBJK/ToI/3ZjTCbrjwj5n2ff4yXTqfYRSjSEUKUYcf9snqt5hoBAUAytR6gE80gqKSrnmcaZysQIWJt7OF76SyVowSrn3v9QNjPr86Ba85IaW07R0mOZ+acRfbkM4jYRonK5CJ9jHYGSsnyvVkTJhDMwtbv47HMxv6A3YZrzkBKYpn4M4YOkw0guKJydocE+Z9zs200QiKQpiQY1orSwKmNrvzxN8+tOByFW4ynZfZaj4CSq7stdf1HuSFbRwM/eV/ugcOhBTIolHJPAAAAABJRU5ErkJggg==" alt="" width="13" height="23" />可表示为<img src="data:image/png;base64,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" alt="" width="234" height="42" />。目标的极化协方差矩阵为矢量<img src="data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAABEAAAAcCAIAAAAIkcNzAAABBklEQVQ4jdWTPWoDMRCF3zVUq03nLtVWe4NtVfgQAp9BkCrgSuALCNy4MegACyoCLoS6YIIbQ0Co2ELZ2IV/8MprywuBJK/ToI/3ZjTCbrjwj5n2ff4yXTqfYRSjSEUKUYcf9snqt5hoBAUAytR6gE80gqKSrnmcaZysQIWJt7OF76SyVowSrn3v9QNjPr86Ba85IaW07R0mOZ+acRfbkM4jYRonK5CJ9jHYGSsnyvVkTJhDMwtbv47HMxv6A3YZrzkBKYpn4M4YOkw0guKJydocE+Z9zs200QiKQpiQY1orSwKmNrvzxN8+tOByFW4ynZfZaj4CSq7stdf1HuSFbRwM/eV/ugcOhBTIolHJPAAAAABJRU5ErkJggg==" alt="" width="13" height="23" />的Kronecker内积

<img src="data:image/png;base64,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" alt="" width="298" height="85" />。

极化相干矩阵与极化协方差矩阵仅存在线性变换关系,相比与极化协方差矩阵,它可以更好的解释散射机理。极化相干矩阵的获取也是基于极化散射矩阵的矢量化。Pauli 基矩阵的一个特殊性质就是可以用于极化散射矩阵的矢量化:

<img src="data:image/png;base64,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" alt="" width="301" height="29" />,这里除以系数<img src="data:image/png;base64,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" alt="" width="21" height="24" />是为了保证总功率相等。

Pauli 基的极化矢量k可以得到其相干矩阵T:<img src="data:image/png;base64,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" alt="" width="82" height="23" />。(T半正定)在互易情况下<img src="data:image/png;base64,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" alt="" width="65" height="23" />,根据Huynen分解理论,极化相干矩阵T

<img src="data:image/png;base64,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" alt="" width="254" height="68" />,其中<img src="data:image/png;base64,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" alt="" width="136" height="13" />统称为“Huynen参数”,它们对应于一定的目标散射信息,可以表示为极化散射矩阵参数的函数。

  基于Cloude-Pottier分解的方法,将相干矩阵T做特征分解,从而得到三个参数。极化熵(entropy) H(0<=H<=1)定义为<img src="data:image/png;base64,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" alt="" width="121" height="42" />,其中<img src="data:image/png;base64,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" alt="" width="115" height="27" />,而<img src="data:image/png;base64,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" alt="" width="92" height="23" />为相干矩阵T的第i个特征值。这个参数表示的是在散射过程中有效的散射机制的个数。各向异性(the anisotropy) A(0<=A<=1)描述的是次要散射机制之间的比例,其定义为<img src="data:image/png;base64,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" alt="" width="75" height="35" />。只有当H的取值为中间值(即在0.5左右)时,各向异性A才能产生额外的信息。这是因为只有在这种情况下,次要散射机制才在散射过程中起到了作用。alpha角a(0<=a<=90度)代表了散射机制的类型,其定义为<img src="data:image/png;base64,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" alt="" width="68" height="37" />,其中<img 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" alt="" width="261" height="24" />(个人翻译为:cos(ai)是相干矩阵特征向量ei第一个分量的magnitude???)。

对于极化SAR图像中提取的极化特征,协方差矩阵和相干矩阵考虑上三角矩阵,对非对角元素取幅度和相位,可以得到9维的特征量,Skokes矩阵和Muller矩阵类似。

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src="data:image/png;base64,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" alt="" width="343" height="284" />

如图 (a)所示,表面散射(奇次散射)是指极化电磁波在平面光滑介质上所发生的散射过程。这种散射过程类似于可见光的镜面反射,常见的地物类型为平坦且光滑的地物,如干涸的河床、公路路面、平静的水面、光滑平正的岩石或荒地等。

如图 (b)所示,漫散射是指极化电磁波在粗糙介质上所发生的散射过程,也称为布拉格散射。自然界中的地物表面经常是粗糙而起伏的,这时就不能用较为理想化的表面散射模型来近似,而必须采用漫散射来表示。常见地物类型为农作物,有波浪的水面,凝固的火山熔岩等。

如图 (c)所示,偶次散射模型的散射体通常由两个散射面构成且两个散射面互相垂直,通常也称为二面角散射。偶次散射过程的典型代表是电磁波在二面角散射体上的散射,其它如城市中墙壁与地面间、森林中粗壮的树干与地面间的散射机理均可以用偶次散射模型来近似。

如图 2.1.(d)所示,对于体散射模型,我们假设雷达回波是从由一些在空间随机方向分布的非常细的圆柱形散射体组成的粒子云反射回来的。这种模型的典型代表是由大量枝叶组成的植被区域。

<img 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" 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" alt="" width="473" height="370" />

参考文献:

多极化SAR图像分类技术研究—硕士论文 邹同元

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