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<a href="lie_8hpp.html">Go to the documentation of this file.</a><div class="fragment"><div class="line"><a name="l00001"></a><span class="lineno"> 1</span>&#160;<span class="comment">// SPDX-FileCopyrightText: Copyright 2024 Kenji Koide</span></div>
<div class="line"><a name="l00002"></a><span class="lineno"> 2</span>&#160;<span class="comment">// SPDX-License-Identifier: MIT</span></div>
<div class="line"><a name="l00003"></a><span class="lineno"> 3</span>&#160;<span class="preprocessor">#pragma once</span></div>
<div class="line"><a name="l00004"></a><span class="lineno"> 4</span>&#160; </div>
<div class="line"><a name="l00005"></a><span class="lineno"> 5</span>&#160;<span class="preprocessor">#include &lt;Eigen/Core&gt;</span></div>
<div class="line"><a name="l00006"></a><span class="lineno"> 6</span>&#160;<span class="preprocessor">#include &lt;Eigen/Geometry&gt;</span></div>
<div class="line"><a name="l00007"></a><span class="lineno"> 7</span>&#160; </div>
<div class="line"><a name="l00008"></a><span class="lineno"> 8</span>&#160;<span class="keyword">namespace </span><a class="code" href="namespacesmall__gicp.html">small_gicp</a> {</div>
<div class="line"><a name="l00009"></a><span class="lineno"> 9</span>&#160; </div>
<div class="line"><a name="l00013"></a><span class="lineno"><a class="line" href="namespacesmall__gicp.html#a5d86f81a31b152060f1b1f72585fdaf5"> 13</a></span>&#160;<span class="keyword">inline</span> Eigen::Matrix3d <a class="code" href="namespacesmall__gicp.html#a5d86f81a31b152060f1b1f72585fdaf5">skew</a>(<span class="keyword">const</span> Eigen::Vector3d&amp; x) {</div>
<div class="line"><a name="l00014"></a><span class="lineno"> 14</span>&#160; Eigen::Matrix3d <a class="code" href="namespacesmall__gicp.html#a5d86f81a31b152060f1b1f72585fdaf5">skew</a> = Eigen::Matrix3d::Zero();</div>
<div class="line"><a name="l00015"></a><span class="lineno"> 15</span>&#160; <a class="code" href="namespacesmall__gicp.html#a5d86f81a31b152060f1b1f72585fdaf5">skew</a>(0, 1) = -x[2];</div>
<div class="line"><a name="l00016"></a><span class="lineno"> 16</span>&#160; <a class="code" href="namespacesmall__gicp.html#a5d86f81a31b152060f1b1f72585fdaf5">skew</a>(0, 2) = x[1];</div>
<div class="line"><a name="l00017"></a><span class="lineno"> 17</span>&#160; <a class="code" href="namespacesmall__gicp.html#a5d86f81a31b152060f1b1f72585fdaf5">skew</a>(1, 0) = x[2];</div>
<div class="line"><a name="l00018"></a><span class="lineno"> 18</span>&#160; <a class="code" href="namespacesmall__gicp.html#a5d86f81a31b152060f1b1f72585fdaf5">skew</a>(1, 2) = -x[0];</div>
<div class="line"><a name="l00019"></a><span class="lineno"> 19</span>&#160; <a class="code" href="namespacesmall__gicp.html#a5d86f81a31b152060f1b1f72585fdaf5">skew</a>(2, 0) = -x[1];</div>
<div class="line"><a name="l00020"></a><span class="lineno"> 20</span>&#160; <a class="code" href="namespacesmall__gicp.html#a5d86f81a31b152060f1b1f72585fdaf5">skew</a>(2, 1) = x[0];</div>
<div class="line"><a name="l00021"></a><span class="lineno"> 21</span>&#160; </div>
<div class="line"><a name="l00022"></a><span class="lineno"> 22</span>&#160; <span class="keywordflow">return</span> <a class="code" href="namespacesmall__gicp.html#a5d86f81a31b152060f1b1f72585fdaf5">skew</a>;</div>
<div class="line"><a name="l00023"></a><span class="lineno"> 23</span>&#160;}</div>
<div class="line"><a name="l00024"></a><span class="lineno"> 24</span>&#160; </div>
<div class="line"><a name="l00025"></a><span class="lineno"> 25</span>&#160;<span class="comment">/*</span></div>
<div class="line"><a name="l00026"></a><span class="lineno"> 26</span>&#160;<span class="comment"> * SO3 expmap code taken from Sophus</span></div>
<div class="line"><a name="l00027"></a><span class="lineno"> 27</span>&#160;<span class="comment"> * https://github.com/strasdat/Sophus/blob/593db47500ea1a2de5f0e6579c86147991509c59/sophus/so3.hpp#L585</span></div>
<div class="line"><a name="l00028"></a><span class="lineno"> 28</span>&#160;<span class="comment"> *</span></div>
<div class="line"><a name="l00029"></a><span class="lineno"> 29</span>&#160;<span class="comment"> * Copyright 2011-2017 Hauke Strasdat</span></div>
<div class="line"><a name="l00030"></a><span class="lineno"> 30</span>&#160;<span class="comment"> * 2012-2017 Steven Lovegrove</span></div>
<div class="line"><a name="l00031"></a><span class="lineno"> 31</span>&#160;<span class="comment"> *</span></div>
<div class="line"><a name="l00032"></a><span class="lineno"> 32</span>&#160;<span class="comment"> * Permission is hereby granted, free of charge, to any person obtaining a copy</span></div>
<div class="line"><a name="l00033"></a><span class="lineno"> 33</span>&#160;<span class="comment"> * of this software and associated documentation files (the &quot;Software&quot;), to</span></div>
<div class="line"><a name="l00034"></a><span class="lineno"> 34</span>&#160;<span class="comment"> * deal in the Software without restriction, including without limitation the</span></div>
<div class="line"><a name="l00035"></a><span class="lineno"> 35</span>&#160;<span class="comment"> * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or</span></div>
<div class="line"><a name="l00036"></a><span class="lineno"> 36</span>&#160;<span class="comment"> * sell copies of the Software, and to permit persons to whom the Software is</span></div>
<div class="line"><a name="l00037"></a><span class="lineno"> 37</span>&#160;<span class="comment"> * furnished to do so, subject to the following conditions:</span></div>
<div class="line"><a name="l00038"></a><span class="lineno"> 38</span>&#160;<span class="comment"> *</span></div>
<div class="line"><a name="l00039"></a><span class="lineno"> 39</span>&#160;<span class="comment"> * The above copyright notice and this permission notice shall be included in</span></div>
<div class="line"><a name="l00040"></a><span class="lineno"> 40</span>&#160;<span class="comment"> * all copies or substantial portions of the Software.</span></div>
<div class="line"><a name="l00041"></a><span class="lineno"> 41</span>&#160;<span class="comment"> *</span></div>
<div class="line"><a name="l00042"></a><span class="lineno"> 42</span>&#160;<span class="comment"> * THE SOFTWARE IS PROVIDED &quot;AS IS&quot;, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR</span></div>
<div class="line"><a name="l00043"></a><span class="lineno"> 43</span>&#160;<span class="comment"> * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,</span></div>
<div class="line"><a name="l00044"></a><span class="lineno"> 44</span>&#160;<span class="comment"> * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE</span></div>
<div class="line"><a name="l00045"></a><span class="lineno"> 45</span>&#160;<span class="comment"> * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER</span></div>
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<div class="line"><a name="l00047"></a><span class="lineno"> 47</span>&#160;<span class="comment"> * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS</span></div>
<div class="line"><a name="l00048"></a><span class="lineno"> 48</span>&#160;<span class="comment"> * IN THE SOFTWARE.</span></div>
<div class="line"><a name="l00049"></a><span class="lineno"> 49</span>&#160;<span class="comment"> */</span></div>
<div class="line"><a name="l00050"></a><span class="lineno"> 50</span>&#160; </div>
<div class="line"><a name="l00054"></a><span class="lineno"><a class="line" href="namespacesmall__gicp.html#a5c5f249a06b1a660d2e519a9936da3f7"> 54</a></span>&#160;<span class="keyword">inline</span> Eigen::Quaterniond <a class="code" href="namespacesmall__gicp.html#a5c5f249a06b1a660d2e519a9936da3f7">so3_exp</a>(<span class="keyword">const</span> Eigen::Vector3d&amp; omega) {</div>
<div class="line"><a name="l00055"></a><span class="lineno"> 55</span>&#160; <span class="keywordtype">double</span> theta_sq = omega.dot(omega);</div>
<div class="line"><a name="l00056"></a><span class="lineno"> 56</span>&#160; </div>
<div class="line"><a name="l00057"></a><span class="lineno"> 57</span>&#160; <span class="keywordtype">double</span> imag_factor;</div>
<div class="line"><a name="l00058"></a><span class="lineno"> 58</span>&#160; <span class="keywordtype">double</span> real_factor;</div>
<div class="line"><a name="l00059"></a><span class="lineno"> 59</span>&#160; <span class="keywordflow">if</span> (theta_sq &lt; 1e-10) {</div>
<div class="line"><a name="l00060"></a><span class="lineno"> 60</span>&#160; <span class="keywordtype">double</span> theta_quad = theta_sq * theta_sq;</div>
<div class="line"><a name="l00061"></a><span class="lineno"> 61</span>&#160; imag_factor = 0.5 - 1.0 / 48.0 * theta_sq + 1.0 / 3840.0 * theta_quad;</div>
<div class="line"><a name="l00062"></a><span class="lineno"> 62</span>&#160; real_factor = 1.0 - 1.0 / 8.0 * theta_sq + 1.0 / 384.0 * theta_quad;</div>
<div class="line"><a name="l00063"></a><span class="lineno"> 63</span>&#160; } <span class="keywordflow">else</span> {</div>
<div class="line"><a name="l00064"></a><span class="lineno"> 64</span>&#160; <span class="keywordtype">double</span> theta = std::sqrt(theta_sq);</div>
<div class="line"><a name="l00065"></a><span class="lineno"> 65</span>&#160; <span class="keywordtype">double</span> half_theta = 0.5 * theta;</div>
<div class="line"><a name="l00066"></a><span class="lineno"> 66</span>&#160; imag_factor = std::sin(half_theta) / theta;</div>
<div class="line"><a name="l00067"></a><span class="lineno"> 67</span>&#160; real_factor = std::cos(half_theta);</div>
<div class="line"><a name="l00068"></a><span class="lineno"> 68</span>&#160; }</div>
<div class="line"><a name="l00069"></a><span class="lineno"> 69</span>&#160; </div>
<div class="line"><a name="l00070"></a><span class="lineno"> 70</span>&#160; <span class="keywordflow">return</span> Eigen::Quaterniond(real_factor, imag_factor * omega.x(), imag_factor * omega.y(), imag_factor * omega.z());</div>
<div class="line"><a name="l00071"></a><span class="lineno"> 71</span>&#160;}</div>
<div class="line"><a name="l00072"></a><span class="lineno"> 72</span>&#160; </div>
<div class="line"><a name="l00073"></a><span class="lineno"> 73</span>&#160;<span class="comment">// Rotation-first</span></div>
<div class="line"><a name="l00077"></a><span class="lineno"><a class="line" href="namespacesmall__gicp.html#a0eae106c70deac5c20205c70c4bdaf3c"> 77</a></span>&#160;<span class="comment"></span><span class="keyword">inline</span> Eigen::Isometry3d <a class="code" href="namespacesmall__gicp.html#a0eae106c70deac5c20205c70c4bdaf3c">se3_exp</a>(<span class="keyword">const</span> Eigen::Matrix&lt;double, 6, 1&gt;&amp; a) {</div>
<div class="line"><a name="l00078"></a><span class="lineno"> 78</span>&#160; <span class="keyword">const</span> Eigen::Vector3d omega = a.head&lt;3&gt;();</div>
<div class="line"><a name="l00079"></a><span class="lineno"> 79</span>&#160; </div>
<div class="line"><a name="l00080"></a><span class="lineno"> 80</span>&#160; <span class="keyword">const</span> <span class="keywordtype">double</span> theta_sq = omega.dot(omega);</div>
<div class="line"><a name="l00081"></a><span class="lineno"> 81</span>&#160; <span class="keyword">const</span> <span class="keywordtype">double</span> theta = std::sqrt(theta_sq);</div>
<div class="line"><a name="l00082"></a><span class="lineno"> 82</span>&#160; </div>
<div class="line"><a name="l00083"></a><span class="lineno"> 83</span>&#160; Eigen::Isometry3d se3 = Eigen::Isometry3d::Identity();</div>
<div class="line"><a name="l00084"></a><span class="lineno"> 84</span>&#160; se3.linear() = <a class="code" href="namespacesmall__gicp.html#a5c5f249a06b1a660d2e519a9936da3f7">so3_exp</a>(omega).toRotationMatrix();</div>
<div class="line"><a name="l00085"></a><span class="lineno"> 85</span>&#160; </div>
<div class="line"><a name="l00086"></a><span class="lineno"> 86</span>&#160; <span class="keywordflow">if</span> (theta &lt; 1e-10) {</div>
<div class="line"><a name="l00087"></a><span class="lineno"> 87</span>&#160; se3.translation() = se3.linear() * a.tail&lt;3&gt;();</div>
<div class="line"><a name="l00089"></a><span class="lineno"> 89</span>&#160; } <span class="keywordflow">else</span> {</div>
<div class="line"><a name="l00090"></a><span class="lineno"> 90</span>&#160; <span class="keyword">const</span> Eigen::Matrix3d Omega = <a class="code" href="namespacesmall__gicp.html#a5d86f81a31b152060f1b1f72585fdaf5">skew</a>(omega);</div>
<div class="line"><a name="l00091"></a><span class="lineno"> 91</span>&#160; <span class="keyword">const</span> Eigen::Matrix3d V = (Eigen::Matrix3d::Identity() + (1.0 - std::cos(theta)) / theta_sq * Omega + (theta - std::sin(theta)) / (theta_sq * theta) * Omega * Omega);</div>
<div class="line"><a name="l00092"></a><span class="lineno"> 92</span>&#160; se3.translation() = V * a.tail&lt;3&gt;();</div>
<div class="line"><a name="l00093"></a><span class="lineno"> 93</span>&#160; }</div>
<div class="line"><a name="l00094"></a><span class="lineno"> 94</span>&#160; </div>
<div class="line"><a name="l00095"></a><span class="lineno"> 95</span>&#160; <span class="keywordflow">return</span> se3;</div>
<div class="line"><a name="l00096"></a><span class="lineno"> 96</span>&#160;}</div>
<div class="line"><a name="l00097"></a><span class="lineno"> 97</span>&#160; </div>
<div class="line"><a name="l00098"></a><span class="lineno"> 98</span>&#160;} <span class="comment">// namespace small_gicp</span></div>
<div class="ttc" id="anamespacesmall__gicp_html"><div class="ttname"><a href="namespacesmall__gicp.html">small_gicp</a></div><div class="ttdef"><b>Definition:</b> flat_container.hpp:12</div></div>
<div class="ttc" id="anamespacesmall__gicp_html_a0eae106c70deac5c20205c70c4bdaf3c"><div class="ttname"><a href="namespacesmall__gicp.html#a0eae106c70deac5c20205c70c4bdaf3c">small_gicp::se3_exp</a></div><div class="ttdeci">Eigen::Isometry3d se3_exp(const Eigen::Matrix&lt; double, 6, 1 &gt; &amp;a)</div><div class="ttdoc">SE3 expmap (Rotation-first).</div><div class="ttdef"><b>Definition:</b> lie.hpp:77</div></div>
<div class="ttc" id="anamespacesmall__gicp_html_a5c5f249a06b1a660d2e519a9936da3f7"><div class="ttname"><a href="namespacesmall__gicp.html#a5c5f249a06b1a660d2e519a9936da3f7">small_gicp::so3_exp</a></div><div class="ttdeci">Eigen::Quaterniond so3_exp(const Eigen::Vector3d &amp;omega)</div><div class="ttdoc">SO3 expmap.</div><div class="ttdef"><b>Definition:</b> lie.hpp:54</div></div>
<div class="ttc" id="anamespacesmall__gicp_html_a5d86f81a31b152060f1b1f72585fdaf5"><div class="ttname"><a href="namespacesmall__gicp.html#a5d86f81a31b152060f1b1f72585fdaf5">small_gicp::skew</a></div><div class="ttdeci">Eigen::Matrix3d skew(const Eigen::Vector3d &amp;x)</div><div class="ttdoc">Create skew symmetric matrix.</div><div class="ttdef"><b>Definition:</b> lie.hpp:13</div></div>
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