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    [讨论]如何从zernike矩中提取出zernike系数啊 [复制链接]

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    离线jssylttc
     
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    只看楼主 正序阅读 楼主  发表于: 2012-04-23
    下面这个函数大家都不会陌生,计算zernike函数值的,并根据此可以还原出图像来, J}x>~?W  
    我输入10阶的n、m,r,theta为38025*1向量,最后得到的z是29525*10阶的矩阵, Jn@Z8%B@Z  
    这个,跟我们用zygo干涉仪直接拟合出的36项zernike系数,有何关系呢? ^7i^ \w0  
    那些系数是通过对29525*10阶的矩阵每列的值算出来的嘛? 8!Wfd)4=,F  
    jK3giT  
    sFbfFUd  
    Ty`-r5  
    JaH* rDs-  
    function z = zernfun(n,m,r,theta,nflag) 8# 6\+R  
    %ZERNFUN Zernike functions of order N and frequency M on the unit circle. zt7_r`#z  
    %   Z = ZERNFUN(N,M,R,THETA) returns the Zernike functions of order N 2~vo+ng  
    %   and angular frequency M, evaluated at positions (R,THETA) on the K5P Gi#  
    %   unit circle.  N is a vector of positive integers (including 0), and }BA9Ka#%  
    %   M is a vector with the same number of elements as N.  Each element Z1VC5* K  
    %   k of M must be a positive integer, with possible values M(k) = -N(k) q $t&|{  
    %   to +N(k) in steps of 2.  R is a vector of numbers between 0 and 1, zx ct(  
    %   and THETA is a vector of angles.  R and THETA must have the same [<_"`$sm=  
    %   length.  The output Z is a matrix with one column for every (N,M) S$S_nNq  
    %   pair, and one row for every (R,THETA) pair. 4uFIpS|rq  
    % #0}Ok98P  
    %   Z = ZERNFUN(N,M,R,THETA,'norm') returns the normalized Zernike CT|z[^  
    %   functions.  The normalization factor sqrt((2-delta(m,0))*(n+1)/pi), `2>XH:+7F  
    %   with delta(m,0) the Kronecker delta, is chosen so that the integral fr8Xoa%1=  
    %   of (r * [Znm(r,theta)]^2) over the unit circle (from r=0 to r=1, \BLp-B1s  
    %   and theta=0 to theta=2*pi) is unity.  For the non-normalized %,33gZzf  
    %   polynomials, max(Znm(r=1,theta))=1 for all [n,m]. ]PeLcB  
    % )\8URc|J  
    %   The Zernike functions are an orthogonal basis on the unit circle. _o\>V:IZ  
    %   They are used in disciplines such as astronomy, optics, and g+e:@@ug  
    %   optometry to describe functions on a circular domain. 5i|s>pD4z1  
    % )X7e$<SU*  
    %   The following table lists the first 15 Zernike functions. I4rV5;f H4  
    % `tX@8|  
    %       n    m    Zernike function           Normalization lco~X DI  
    %       -------------------------------------------------- k69kv9v@J  
    %       0    0    1                                 1 $+7ci~gs  
    %       1    1    r * cos(theta)                    2 pfR"s:#  
    %       1   -1    r * sin(theta)                    2 [w,(EE   
    %       2   -2    r^2 * cos(2*theta)             sqrt(6) FH4u$ g+  
    %       2    0    (2*r^2 - 1)                    sqrt(3) <}&7 a s  
    %       2    2    r^2 * sin(2*theta)             sqrt(6) \xF;{}v  
    %       3   -3    r^3 * cos(3*theta)             sqrt(8) q1H~ |1  
    %       3   -1    (3*r^3 - 2*r) * cos(theta)     sqrt(8) :MK=h;5Z  
    %       3    1    (3*r^3 - 2*r) * sin(theta)     sqrt(8) yDzdE;  
    %       3    3    r^3 * sin(3*theta)             sqrt(8) %Nl`~Kz9U  
    %       4   -4    r^4 * cos(4*theta)             sqrt(10) RV}GK L>gn  
    %       4   -2    (4*r^4 - 3*r^2) * cos(2*theta) sqrt(10) r)Or\HL  
    %       4    0    6*r^4 - 6*r^2 + 1              sqrt(5) aQga3;S!  
    %       4    2    (4*r^4 - 3*r^2) * cos(2*theta) sqrt(10) h(_P9E[g  
    %       4    4    r^4 * sin(4*theta)             sqrt(10) `ovgWv  
    %       -------------------------------------------------- yE}BfU {.  
    % [$^A@bqk  
    %   Example 1: 10?qjjb&  
    % U{"f.Z:Ydo  
    %       % Display the Zernike function Z(n=5,m=1) ?<! nm&~  
    %       x = -1:0.01:1; "@4ghot t  
    %       [X,Y] = meshgrid(x,x); }~rcrm.   
    %       [theta,r] = cart2pol(X,Y); {H+?z<BF<  
    %       idx = r<=1; y86))  
    %       z = nan(size(X)); m*`cuSU|o  
    %       z(idx) = zernfun(5,1,r(idx),theta(idx)); GYd]5`ri  
    %       figure -/zp&*0gcx  
    %       pcolor(x,x,z), shading interp `%oIRuYG]j  
    %       axis square, colorbar ^xt9pa$f  
    %       title('Zernike function Z_5^1(r,\theta)') '[Xl>Z[  
    % Ssw&'B|o  
    %   Example 2: xkM] J)C  
    % {8 N=WZ  
    %       % Display the first 10 Zernike functions yQ'eu;+]  
    %       x = -1:0.01:1; *!Y- !  
    %       [X,Y] = meshgrid(x,x); eHUg-\dy  
    %       [theta,r] = cart2pol(X,Y); ;Xyte  
    %       idx = r<=1; , |l@j%  
    %       z = nan(size(X)); 0Qp[\ia  
    %       n = [0  1  1  2  2  2  3  3  3  3]; ./7v",#*.'  
    %       m = [0 -1  1 -2  0  2 -3 -1  1  3]; gM#jA8gz  
    %       Nplot = [4 10 12 16 18 20 22 24 26 28]; mL$f[  
    %       y = zernfun(n,m,r(idx),theta(idx)); PyFj@n  
    %       figure('Units','normalized') d/]|657u  
    %       for k = 1:10 +}U2@03I  
    %           z(idx) = y(:,k); ei|cD[ NY  
    %           subplot(4,7,Nplot(k)) >fH*XP>(  
    %           pcolor(x,x,z), shading interp nVXg,Jl  
    %           set(gca,'XTick',[],'YTick',[]) 781]THY=  
    %           axis square ddoFaQ8  
    %           title(['Z_{' num2str(n(k)) '}^{' num2str(m(k)) '}']) O:e#!C8^  
    %       end O#:&*Mv  
    % j=9ze op %  
    %   See also ZERNPOL, ZERNFUN2. e #M iaX  
    Oc~aW3*A(  
    (ii( yz|  
    %   Paul Fricker 11/13/2006 {fU?idY)c  
     HxIoA  
    3cixQzb}u  
    krjN7&  
    Xu#:Fe}:  
    % Check and prepare the inputs: ZdH1nX(Yh3  
    % ----------------------------- _B[WY  
    if ( ~any(size(n)==1) ) || ( ~any(size(m)==1) ) MwAJ(  
        error('zernfun:NMvectors','N and M must be vectors.') ^C7C$TZS  
    end aMJ;bQD  
    $P nLG]X  
    9B=1 Yr[  
    if length(n)~=length(m) Y)Tl<  
        error('zernfun:NMlength','N and M must be the same length.') =X@o@1  
    end 0hwj\{"  
    `Mk4sKU\a  
    :Q7mV%%  
    n = n(:); NR3`M?Hjf  
    m = m(:); smup,RNZRX  
    if any(mod(n-m,2)) k ZxW"2  
        error('zernfun:NMmultiplesof2', ... .S7:;%qL6  
              'All N and M must differ by multiples of 2 (including 0).') \$pkk6Q3,w  
    end "!KpXBc,>  
    V`bs&5#Sx  
    ]?&FOzN5$P  
    if any(m>n) 6Dst;:  
        error('zernfun:MlessthanN', ... 8r^ ~0nm  
              'Each M must be less than or equal to its corresponding N.') +EkW>$  
    end /oL8;:m  
    #epy%>  
    MhxDV d  
    if any( r>1 | r<0 ) ,@.EpbB  
        error('zernfun:Rlessthan1','All R must be between 0 and 1.') Mu2`ODe]  
    end Q9slfQ  
    P^i.La,  
    C-w5KW  
    if ( ~any(size(r)==1) ) || ( ~any(size(theta)==1) ) NY!jwb@%  
        error('zernfun:RTHvector','R and THETA must be vectors.') x8"#!Pw:`"  
    end @;Y~frT  
    KOSQQf o  
    _|zBUrN  
    r = r(:); {rXs:N@  
    theta = theta(:); 8\Hr5FqB(  
    length_r = length(r); T)SbHp Y  
    if length_r~=length(theta) h{_*oBa  
        error('zernfun:RTHlength', ... F,T~\gO5,  
              'The number of R- and THETA-values must be equal.') :2y"3azxk  
    end ROdK8*jL  
    ][7p+IsB  
    RiR:69xwR*  
    % Check normalization: *e/K:k  
    % -------------------- &y\sL"YL!  
    if nargin==5 && ischar(nflag) -JV~[-,  
        isnorm = strcmpi(nflag,'norm'); ~uj;qq  
        if ~isnorm o2uj =Gnx  
            error('zernfun:normalization','Unrecognized normalization flag.') RU&_j* U  
        end Jpj!rXTX*  
    else q p~g P  
        isnorm = false; k;Fh4Hv  
    end X_ ?97iXjx  
    .C bGDZ  
    |vILp/"9=W  
    %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% I1"MPx{  
    % Compute the Zernike Polynomials Em^ (  
    %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% CxF-Z7 '  
    I%lE;'x  
    +  WDq =S  
    % Determine the required powers of r: .p&Yr%~  
    % ----------------------------------- BfmsMW  
    m_abs = abs(m); Qa`hR  
    rpowers = []; lMifpK  
    for j = 1:length(n) Q+$Tt7/  
        rpowers = [rpowers m_abs(j):2:n(j)]; <@uOCRb V  
    end ]%dnKP~  
    rpowers = unique(rpowers); 23ze/;6%A  
    %2l7Hmp4H  
    )^O-X.1  
    % Pre-compute the values of r raised to the required powers, %f ju G  
    % and compile them in a matrix: ${hz e<g  
    % ----------------------------- Tg ?x3?kw  
    if rpowers(1)==0 Vpp&|n9^  
        rpowern = arrayfun(@(p)r.^p,rpowers(2:end),'UniformOutput',false); m~`>`4  
        rpowern = cat(2,rpowern{:}); G|u3UhyB  
        rpowern = [ones(length_r,1) rpowern]; P?ep]  
    else =A!S/;z>  
        rpowern = arrayfun(@(p)r.^p,rpowers,'UniformOutput',false); 0ejdKdYN  
        rpowern = cat(2,rpowern{:}); ,FQK;BU!lh  
    end -kj< 1~YW  
    W/+K9S25  
    Mz=!w]qDH  
    % Compute the values of the polynomials: 'vIx#k4D1  
    % -------------------------------------- xN0*8  
    y = zeros(length_r,length(n)); d"Q |I  
    for j = 1:length(n) $u9]yiY.{  
        s = 0:(n(j)-m_abs(j))/2; NgZUnh3{  
        pows = n(j):-2:m_abs(j); @QEqB_W  
        for k = length(s):-1:1 [_6&N.  
            p = (1-2*mod(s(k),2))* ... Mi7y&~,  
                       prod(2:(n(j)-s(k)))/              ... pchBvly+0  
                       prod(2:s(k))/                     ... f4('gl9  
                       prod(2:((n(j)-m_abs(j))/2-s(k)))/ ... 8im@4A+n`  
                       prod(2:((n(j)+m_abs(j))/2-s(k))); r/:%}(7;  
            idx = (pows(k)==rpowers); [=TCEU{"~  
            y(:,j) = y(:,j) + p*rpowern(:,idx); [rY T  
        end @gfDp<  
         saZ>?Owz  
        if isnorm j tA*pL'/V  
            y(:,j) = y(:,j)*sqrt((1+(m(j)~=0))*(n(j)+1)/pi); n!ok?=(kQ  
        end (9RslvK L  
    end C;rG]t^%  
    % END: Compute the Zernike Polynomials I!: z,t<  
    %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% z3 ?\:Yz  
    3Rv7Qx  
    #`SD$;  
    % Compute the Zernike functions: 40P) 4w  
    % ------------------------------ QLq@u[A  
    idx_pos = m>0; ^ @=^;nB  
    idx_neg = m<0; z(HaRB3l  
    LXfCmc9|Z  
    {1lO  
    z = y; /CX VLl8~  
    if any(idx_pos) }At{'8*n  
        z(:,idx_pos) = y(:,idx_pos).*sin(theta*m(idx_pos)'); y=sGe!^  
    end 0Bolv_e  
    if any(idx_neg) :14i?4F d  
        z(:,idx_neg) = y(:,idx_neg).*cos(theta*m(idx_neg)'); -=}3j&,\R  
    end tpf7_YP_!-  
    P9Q2gVGAO{  
    ' [0AHM  
    % EOF zernfun %@J1]E;  
     
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    离线18257342135
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    只看该作者 5楼 发表于: 2016-12-13
    支持一下,慢慢研究
    离线jssylttc
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    只看该作者 4楼 发表于: 2012-05-14
    顶顶·········
    离线jssylttc
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    只看该作者 3楼 发表于: 2012-05-14
    回 sansummer 的帖子
    sansummer:这个太牛了,我目前只能把zygo中的zernike的36项参数带入到zemax中,但是我目前对其结果的可信性表示质疑,以后多交流啊 (2012-04-27 10:22)  :Waox"#=g  
    7()?C}Ni-  
    DDE还是手动输入的呢? eH>#6R1-  
    f?fKhu2  
    zygo和zemax的zernike系数,类型对应好就没问题了吧
    离线sansummer
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    只看该作者 2楼 发表于: 2012-04-27
    这个太牛了,我目前只能把zygo中的zernike的36项参数带入到zemax中,但是我目前对其结果的可信性表示质疑,以后多交流啊
    离线phoenixzqy
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    只看该作者 1楼 发表于: 2012-04-23
    慢慢研究,这个专业性很强的。用的人又少。
    让光学不再神秘,让光学变得容易,快速实现客户关于光学的设想与愿望。