diff options
Diffstat (limited to 'SD-VBS/common/toolbox/toolbox_basic/TOOLBOX_calib/rodrigues.m')
-rwxr-xr-x | SD-VBS/common/toolbox/toolbox_basic/TOOLBOX_calib/rodrigues.m | 217 |
1 files changed, 217 insertions, 0 deletions
diff --git a/SD-VBS/common/toolbox/toolbox_basic/TOOLBOX_calib/rodrigues.m b/SD-VBS/common/toolbox/toolbox_basic/TOOLBOX_calib/rodrigues.m new file mode 100755 index 0000000..9d55337 --- /dev/null +++ b/SD-VBS/common/toolbox/toolbox_basic/TOOLBOX_calib/rodrigues.m | |||
@@ -0,0 +1,217 @@ | |||
1 | function [out,dout]=rodrigues(in) | ||
2 | |||
3 | % RODRIGUES Transform rotation matrix into rotation vector and viceversa. | ||
4 | % | ||
5 | % Sintax: [OUT]=RODRIGUES(IN) | ||
6 | % If IN is a 3x3 rotation matrix then OUT is the | ||
7 | % corresponding 3x1 rotation vector | ||
8 | % if IN is a rotation 3-vector then OUT is the | ||
9 | % corresponding 3x3 rotation matrix | ||
10 | % | ||
11 | |||
12 | %% | ||
13 | %% Copyright (c) March 1993 -- Pietro Perona | ||
14 | %% California Institute of Technology | ||
15 | %% | ||
16 | |||
17 | %% ALL CHECKED BY JEAN-YVES BOUGUET, October 1995. | ||
18 | %% FOR ALL JACOBIAN MATRICES !!! LOOK AT THE TEST AT THE END !! | ||
19 | |||
20 | %% BUG when norm(om)=pi fixed -- April 6th, 1997; | ||
21 | %% Jean-Yves Bouguet | ||
22 | |||
23 | |||
24 | [m,n] = size(in); | ||
25 | %bigeps = 10e+4*eps; | ||
26 | bigeps = 10e+20*eps; | ||
27 | |||
28 | if ((m==1) & (n==3)) | ((m==3) & (n==1)) %% it is a rotation vector | ||
29 | theta = norm(in); | ||
30 | if theta < eps | ||
31 | R = eye(3); | ||
32 | |||
33 | %if nargout > 1, | ||
34 | |||
35 | dRdin = [0 0 0; | ||
36 | 0 0 1; | ||
37 | 0 -1 0; | ||
38 | 0 0 -1; | ||
39 | 0 0 0; | ||
40 | 1 0 0; | ||
41 | 0 1 0; | ||
42 | -1 0 0; | ||
43 | 0 0 0]; | ||
44 | |||
45 | %end; | ||
46 | |||
47 | else | ||
48 | if n==length(in) in=in'; end; %% make it a column vec. if necess. | ||
49 | |||
50 | %m3 = [in,theta] | ||
51 | |||
52 | dm3din = [eye(3);in'/theta]; | ||
53 | |||
54 | omega = in/theta; | ||
55 | |||
56 | %m2 = [omega;theta] | ||
57 | |||
58 | dm2dm3 = [eye(3)/theta -in/theta^2; zeros(1,3) 1]; | ||
59 | |||
60 | alpha = cos(theta); | ||
61 | beta = sin(theta); | ||
62 | gamma = 1-cos(theta); | ||
63 | omegav=[[0 -omega(3) omega(2)];[omega(3) 0 -omega(1)];[-omega(2) omega(1) 0 ]]; | ||
64 | A = omega*omega'; | ||
65 | |||
66 | %m1 = [alpha;beta;gamma;omegav;A]; | ||
67 | |||
68 | dm1dm2 = zeros(21,4); | ||
69 | dm1dm2(1,4) = -sin(theta); | ||
70 | dm1dm2(2,4) = cos(theta); | ||
71 | dm1dm2(3,4) = sin(theta); | ||
72 | dm1dm2(4:12,1:3) = [0 0 0 0 0 1 0 -1 0; | ||
73 | 0 0 -1 0 0 0 1 0 0; | ||
74 | 0 1 0 -1 0 0 0 0 0]'; | ||
75 | |||
76 | w1 = omega(1); | ||
77 | w2 = omega(2); | ||
78 | w3 = omega(3); | ||
79 | |||
80 | dm1dm2(13:21,1) = [2*w1;w2;w3;w2;0;0;w3;0;0]; | ||
81 | dm1dm2(13: 21,2) = [0;w1;0;w1;2*w2;w3;0;w3;0]; | ||
82 | dm1dm2(13:21,3) = [0;0;w1;0;0;w2;w1;w2;2*w3]; | ||
83 | |||
84 | R = eye(3)*alpha + omegav*beta + A*gamma; | ||
85 | |||
86 | dRdm1 = zeros(9,21); | ||
87 | |||
88 | dRdm1([1 5 9],1) = ones(3,1); | ||
89 | dRdm1(:,2) = omegav(:); | ||
90 | dRdm1(:,4:12) = beta*eye(9); | ||
91 | dRdm1(:,3) = A(:); | ||
92 | dRdm1(:,13:21) = gamma*eye(9); | ||
93 | |||
94 | dRdin = dRdm1 * dm1dm2 * dm2dm3 * dm3din; | ||
95 | |||
96 | |||
97 | end; | ||
98 | out = R; | ||
99 | dout = dRdin; | ||
100 | |||
101 | %% it is prob. a rot matr. | ||
102 | elseif ((m==n) & (m==3) & (norm(in' * in - eye(3)) < bigeps)... | ||
103 | & (abs(det(in)-1) < bigeps)) | ||
104 | R = in; | ||
105 | |||
106 | |||
107 | |||
108 | tr = (trace(R)-1)/2; | ||
109 | dtrdR = [1 0 0 0 1 0 0 0 1]/2; | ||
110 | theta = real(acos(tr)); | ||
111 | |||
112 | |||
113 | if sin(theta) >= 1e-5, | ||
114 | |||
115 | dthetadtr = -1/sqrt(1-tr^2); | ||
116 | |||
117 | dthetadR = dthetadtr * dtrdR; | ||
118 | % var1 = [vth;theta]; | ||
119 | vth = 1/(2*sin(theta)); | ||
120 | dvthdtheta = -vth*cos(theta)/sin(theta); | ||
121 | dvar1dtheta = [dvthdtheta;1]; | ||
122 | |||
123 | dvar1dR = dvar1dtheta * dthetadR; | ||
124 | |||
125 | |||
126 | om1 = [R(3,2)-R(2,3), R(1,3)-R(3,1), R(2,1)-R(1,2)]'; | ||
127 | |||
128 | dom1dR = [0 0 0 0 0 1 0 -1 0; | ||
129 | 0 0 -1 0 0 0 1 0 0; | ||
130 | 0 1 0 -1 0 0 0 0 0]; | ||
131 | |||
132 | % var = [om1;vth;theta]; | ||
133 | dvardR = [dom1dR;dvar1dR]; | ||
134 | |||
135 | % var2 = [om;theta]; | ||
136 | om = vth*om1; | ||
137 | domdvar = [vth*eye(3) om1 zeros(3,1)]; | ||
138 | dthetadvar = [0 0 0 0 1]; | ||
139 | dvar2dvar = [domdvar;dthetadvar]; | ||
140 | |||
141 | |||
142 | out = om*theta; | ||
143 | domegadvar2 = [theta*eye(3) om]; | ||
144 | |||
145 | dout = domegadvar2 * dvar2dvar * dvardR; | ||
146 | |||
147 | |||
148 | else | ||
149 | if tr > 0; % case norm(om)=0; | ||
150 | |||
151 | out = [0 0 0]'; | ||
152 | |||
153 | dout = [0 0 0 0 0 1/2 0 -1/2 0; | ||
154 | 0 0 -1/2 0 0 0 1/2 0 0; | ||
155 | 0 1/2 0 -1/2 0 0 0 0 0]; | ||
156 | else % case norm(om)=pi; %% fixed April 6th | ||
157 | |||
158 | |||
159 | out = theta * (sqrt((diag(R)+1)/2).*[1;2*(R(1,2:3)>=0)'-1]); | ||
160 | %keyboard; | ||
161 | |||
162 | if nargout > 1, | ||
163 | fprintf(1,'WARNING!!!! Jacobian domdR undefined!!!\n'); | ||
164 | dout = NaN*ones(3,9); | ||
165 | end; | ||
166 | end; | ||
167 | end; | ||
168 | |||
169 | else | ||
170 | error('Neither a rotation matrix nor a rotation vector were provided'); | ||
171 | end; | ||
172 | |||
173 | return; | ||
174 | |||
175 | %% test of the Jacobians: | ||
176 | |||
177 | %%%% TEST OF dRdom: | ||
178 | om = randn(3,1); | ||
179 | dom = randn(3,1)/1000000; | ||
180 | |||
181 | [R1,dR1] = rodrigues(om); | ||
182 | R2 = rodrigues(om+dom); | ||
183 | |||
184 | R2a = R1 + reshape(dR1 * dom,3,3); | ||
185 | |||
186 | gain = norm(R2 - R1)/norm(R2 - R2a) | ||
187 | |||
188 | %%% TEST OF dOmdR: | ||
189 | om = randn(3,1); | ||
190 | R = rodrigues(om); | ||
191 | dom = randn(3,1)/10000; | ||
192 | dR = rodrigues(om+dom) - R; | ||
193 | |||
194 | [omc,domdR] = rodrigues(R); | ||
195 | [om2] = rodrigues(R+dR); | ||
196 | |||
197 | om_app = omc + domdR*dR(:); | ||
198 | |||
199 | gain = norm(om2 - omc)/norm(om2 - om_app) | ||
200 | |||
201 | |||
202 | %%% OTHER BUG: (FIXED NOW!!!) | ||
203 | |||
204 | omu = randn(3,1); | ||
205 | omu = omu/norm(omu) | ||
206 | om = pi*omu; | ||
207 | [R,dR]= rodrigues(om); | ||
208 | [om2] = rodrigues(R); | ||
209 | [om om2] | ||
210 | |||
211 | %%% NORMAL OPERATION | ||
212 | |||
213 | om = randn(3,1); | ||
214 | [R,dR]= rodrigues(om); | ||
215 | [om2] = rodrigues(R); | ||
216 | [om om2] | ||
217 | |||