Code covered by the BSD License  

Highlights from
deprecated -- Light Field Toolbox v0.2 -- v0.3 now available

image thumbnail

deprecated -- Light Field Toolbox v0.2 -- v0.3 now available

by

 

26 Apr 2013 (Updated )

A set of tools for working with light field (aka plenoptic) imagery in Matlab

rodrigues(in)
function	[out,dout]=rodrigues(in)

% RODRIGUES	Transform rotation matrix into rotation vector and viceversa.
%		
%		Sintax:  [OUT]=RODRIGUES(IN)
% 		If IN is a 3x3 rotation matrix then OUT is the
%		corresponding 3x1 rotation vector
% 		if IN is a rotation 3-vector then OUT is the 
%		corresponding 3x3 rotation matrix
%

%%
%%		Copyright (c) March 1993 -- Pietro Perona
%%		California Institute of Technology
%%

%% ALL CHECKED BY JEAN-YVES BOUGUET, October 1995.
%% FOR ALL JACOBIAN MATRICES !!! LOOK AT THE TEST AT THE END !!

%% BUG when norm(om)=pi fixed -- April 6th, 1997;
%% Jean-Yves Bouguet

%% Add projection of the 3x3 matrix onto the set of special ortogonal matrices SO(3) by SVD -- February 7th, 2003;
%% Jean-Yves Bouguet

% BUG FOR THE CASE norm(om)=pi fixed by Mike Burl on Feb 27, 2007


[m,n] = size(in);
%bigeps = 10e+4*eps;
bigeps = 10e+20*eps;

if ((m==1) & (n==3)) | ((m==3) & (n==1)) %% it is a rotation vector
    theta = norm(in);
    if theta < eps
        R = eye(3);

        %if nargout > 1,

        dRdin = [0 0 0;
            0 0 1;
            0 -1 0;
            0 0 -1;
            0 0 0;
            1 0 0;
            0 1 0;
            -1 0 0;
            0 0 0];

        %end;

    else
        if n==length(in)  in=in'; end; 	%% make it a column vec. if necess.

        %m3 = [in,theta]

        dm3din = [eye(3);in'/theta];

        omega = in/theta;

        %m2 = [omega;theta]

        dm2dm3 = [eye(3)/theta -in/theta^2; zeros(1,3) 1];

        alpha = cos(theta);
        beta = sin(theta);
        gamma = 1-cos(theta);
        omegav=[[0 -omega(3) omega(2)];[omega(3) 0 -omega(1)];[-omega(2) omega(1) 0 ]];
        A = omega*omega';

        %m1 = [alpha;beta;gamma;omegav;A];

        dm1dm2 = zeros(21,4);
        dm1dm2(1,4) = -sin(theta);
        dm1dm2(2,4) = cos(theta);
        dm1dm2(3,4) = sin(theta);
        dm1dm2(4:12,1:3) = [0 0 0 0 0 1 0 -1 0;
            0 0 -1 0 0 0 1 0 0;
            0 1 0 -1 0 0 0 0 0]';

        w1 = omega(1);
        w2 = omega(2);
        w3 = omega(3);

        dm1dm2(13:21,1) = [2*w1;w2;w3;w2;0;0;w3;0;0];
        dm1dm2(13: 21,2) = [0;w1;0;w1;2*w2;w3;0;w3;0];
        dm1dm2(13:21,3) = [0;0;w1;0;0;w2;w1;w2;2*w3];

        R = eye(3)*alpha + omegav*beta + A*gamma;

        dRdm1 = zeros(9,21);

        dRdm1([1 5 9],1) = ones(3,1);
        dRdm1(:,2) = omegav(:);
        dRdm1(:,4:12) = beta*eye(9);
        dRdm1(:,3) = A(:);
        dRdm1(:,13:21) = gamma*eye(9);

        dRdin = dRdm1 * dm1dm2 * dm2dm3 * dm3din;


    end;
    out = R;
    dout = dRdin;

    %% it is prob. a rot matr.
elseif ((m==n) & (m==3) & (norm(in' * in - eye(3)) < bigeps)...
        & (abs(det(in)-1) < bigeps))
    R = in;

    % project the rotation matrix to SO(3);
    [U,S,V] = svd(R);
    R = U*V';

    tr = (trace(R)-1)/2;
    dtrdR = [1 0 0 0 1 0 0 0 1]/2;
    theta = real(acos(tr));


    if sin(theta) >= 1e-4,

        dthetadtr = -1/sqrt(1-tr^2);

        dthetadR = dthetadtr * dtrdR;
        % var1 = [vth;theta];
        vth = 1/(2*sin(theta));
        dvthdtheta = -vth*cos(theta)/sin(theta);
        dvar1dtheta = [dvthdtheta;1];

        dvar1dR =  dvar1dtheta * dthetadR;


        om1 = [R(3,2)-R(2,3), R(1,3)-R(3,1), R(2,1)-R(1,2)]';

        dom1dR = [0 0 0 0 0 1 0 -1 0;
            0 0 -1 0 0 0 1 0 0;
            0 1 0 -1 0 0 0 0 0];

        % var = [om1;vth;theta];
        dvardR = [dom1dR;dvar1dR];

        % var2 = [om;theta];
        om = vth*om1;
        domdvar = [vth*eye(3) om1 zeros(3,1)];
        dthetadvar = [0 0 0 0 1];
        dvar2dvar = [domdvar;dthetadvar];


        out = om*theta;
        domegadvar2 = [theta*eye(3) om];

        dout = domegadvar2 * dvar2dvar * dvardR;


    else
        if tr > 0; 			% case norm(om)=0;

            out = [0 0 0]';

            dout = [0 0 0 0 0 1/2 0 -1/2 0;
                0 0 -1/2 0 0 0 1/2 0 0;
                0 1/2 0 -1/2 0 0 0 0 0];
        else

            % case norm(om)=pi;
            if(0)

                %% fixed April 6th by Bouguet -- not working in all cases!
                out = theta * (sqrt((diag(R)+1)/2).*[1;2*(R(1,2:3)>=0)'-1]);
                %keyboard;

            else

                % Solution by Mike Burl on Feb 27, 2007
                % This is a better way to determine the signs of the
                % entries of the rotation vector using a hash table on all
                % the combinations of signs of a pairs of products (in the
                % rotation matrix)

                % Define hashvec and Smat
                hashvec = [0; -1; -3; -9; 9; 3; 1; 13; 5; -7; -11];
                Smat = [1,1,1; 1,0,-1; 0,1,-1; 1,-1,0; 1,1,0; 0,1,1; 1,0,1; 1,1,1; 1,1,-1;
                    1,-1,-1; 1,-1,1];

                M = (R+eye(3,3))/2;
                uabs = sqrt(M(1,1));
                vabs = sqrt(M(2,2));
                wabs = sqrt(M(3,3));

                mvec = [M(1,2), M(2,3), M(1,3)];
                syn  = ((mvec > 1e-4) - (mvec < -1e-4)); % robust sign() function
                hash = syn * [9; 3; 1];
                idx = find(hash == hashvec);
                svec = Smat(idx,:)';

                out = theta * [uabs; vabs; wabs] .* svec;

            end;

            if nargout > 1,
                fprintf(1,'WARNING!!!! Jacobian domdR undefined!!!\n');
                dout = NaN*ones(3,9);
            end;
        end;
    end;

else
    error('Neither a rotation matrix nor a rotation vector were provided');
end;

return;

%% test of the Jacobians:

%%%% TEST OF dRdom:
om = randn(3,1);
dom = randn(3,1)/1000000;

[R1,dR1] = rodrigues(om);
R2 = rodrigues(om+dom);

R2a = R1 + reshape(dR1 * dom,3,3);

gain = norm(R2 - R1)/norm(R2 - R2a)

%%% TEST OF dOmdR:
om = randn(3,1);
R = rodrigues(om);
dom = randn(3,1)/10000;
dR = rodrigues(om+dom) - R;

[omc,domdR] = rodrigues(R);
[om2] = rodrigues(R+dR);

om_app = omc + domdR*dR(:);

gain = norm(om2 - omc)/norm(om2 - om_app)


%%% OTHER BUG: (FIXED NOW!!!)

omu = randn(3,1);   
omu = omu/norm(omu)
om = pi*omu;        
[R,dR]= rodrigues(om);
[om2] = rodrigues(R);
[om om2]

%%% NORMAL OPERATION

om = randn(3,1);         
[R,dR]= rodrigues(om);
[om2] = rodrigues(R);
[om om2]

return

% Test: norm(om) = pi

u = randn(3,1);
u = u / sqrt(sum(u.^2));
om = pi*u;
R = rodrigues(om);

R2 = rodrigues(rodrigues(R));

norm(R - R2)

Contact us