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<div class="title">CObservation3DRangeScan.h</div>  </div>
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<a href="_c_observation3_d_range_scan_8h.html">Go to the documentation of this file.</a><div class="fragment"><pre class="fragment"><a name="l00001"></a>00001 <span class="comment">/* +---------------------------------------------------------------------------+</span>
<a name="l00002"></a>00002 <span class="comment">   |          The Mobile Robot Programming Toolkit (MRPT) C++ library          |</span>
<a name="l00003"></a>00003 <span class="comment">   |                                                                           |</span>
<a name="l00004"></a>00004 <span class="comment">   |                       http://www.mrpt.org/                                |</span>
<a name="l00005"></a>00005 <span class="comment">   |                                                                           |</span>
<a name="l00006"></a>00006 <span class="comment">   |   Copyright (C) 2005-2011  University of Malaga                           |</span>
<a name="l00007"></a>00007 <span class="comment">   |                                                                           |</span>
<a name="l00008"></a>00008 <span class="comment">   |    This software was written by the Machine Perception and Intelligent    |</span>
<a name="l00009"></a>00009 <span class="comment">   |      Robotics Lab, University of Malaga (Spain).                          |</span>
<a name="l00010"></a>00010 <span class="comment">   |    Contact: Jose-Luis Blanco  &lt;jlblanco@ctima.uma.es&gt;                     |</span>
<a name="l00011"></a>00011 <span class="comment">   |                                                                           |</span>
<a name="l00012"></a>00012 <span class="comment">   |  This file is part of the MRPT project.                                   |</span>
<a name="l00013"></a>00013 <span class="comment">   |                                                                           |</span>
<a name="l00014"></a>00014 <span class="comment">   |     MRPT is free software: you can redistribute it and/or modify          |</span>
<a name="l00015"></a>00015 <span class="comment">   |     it under the terms of the GNU General Public License as published by  |</span>
<a name="l00016"></a>00016 <span class="comment">   |     the Free Software Foundation, either version 3 of the License, or     |</span>
<a name="l00017"></a>00017 <span class="comment">   |     (at your option) any later version.                                   |</span>
<a name="l00018"></a>00018 <span class="comment">   |                                                                           |</span>
<a name="l00019"></a>00019 <span class="comment">   |   MRPT is distributed in the hope that it will be useful,                 |</span>
<a name="l00020"></a>00020 <span class="comment">   |     but WITHOUT ANY WARRANTY; without even the implied warranty of        |</span>
<a name="l00021"></a>00021 <span class="comment">   |     MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the         |</span>
<a name="l00022"></a>00022 <span class="comment">   |     GNU General Public License for more details.                          |</span>
<a name="l00023"></a>00023 <span class="comment">   |                                                                           |</span>
<a name="l00024"></a>00024 <span class="comment">   |     You should have received a copy of the GNU General Public License     |</span>
<a name="l00025"></a>00025 <span class="comment">   |     along with MRPT.  If not, see &lt;http://www.gnu.org/licenses/&gt;.         |</span>
<a name="l00026"></a>00026 <span class="comment">   |                                                                           |</span>
<a name="l00027"></a>00027 <span class="comment">   +---------------------------------------------------------------------------+ */</span>
<a name="l00028"></a>00028 <span class="preprocessor">#ifndef CObservation3DRangeScan_H</span>
<a name="l00029"></a>00029 <span class="preprocessor"></span><span class="preprocessor">#define CObservation3DRangeScan_H</span>
<a name="l00030"></a>00030 <span class="preprocessor"></span>
<a name="l00031"></a>00031 <span class="preprocessor">#include &lt;<a class="code" href="_c_serializable_8h.html">mrpt/utils/CSerializable.h</a>&gt;</span>
<a name="l00032"></a>00032 <span class="preprocessor">#include &lt;<a class="code" href="_c_image_8h.html">mrpt/utils/CImage.h</a>&gt;</span>
<a name="l00033"></a>00033 <span class="preprocessor">#include &lt;<a class="code" href="_c_observation_8h.html">mrpt/slam/CObservation.h</a>&gt;</span>
<a name="l00034"></a>00034 <span class="preprocessor">#include &lt;<a class="code" href="_c_pose3_d_8h.html">mrpt/poses/CPose3D.h</a>&gt;</span>
<a name="l00035"></a>00035 <span class="preprocessor">#include &lt;<a class="code" href="_c_pose2_d_8h.html">mrpt/poses/CPose2D.h</a>&gt;</span>
<a name="l00036"></a>00036 
<a name="l00037"></a>00037 <span class="preprocessor">#include &lt;<a class="code" href="_c_polygon_8h.html">mrpt/math/CPolygon.h</a>&gt;</span>
<a name="l00038"></a>00038 
<a name="l00039"></a>00039 
<a name="l00040"></a>00040 <span class="keyword">namespace </span>mrpt
<a name="l00041"></a>00041 {
<a name="l00042"></a>00042 <span class="keyword">namespace </span>slam
<a name="l00043"></a>00043 {
<a name="l00044"></a>00044 
<a name="l00045"></a><a class="code" href="structmrpt_1_1slam_1_1_c_observation3_d_range_scan_ptr.html#a770cc45b23e61f6984f16b592ae2df92">00045</a>         <a class="code" href="_c_serializable_8h.html#a9ef523d787f6cb837a0585b790882588" title="This declaration must be inserted in all CSerializable classes definition, before the class declarati...">DEFINE_SERIALIZABLE_PRE_CUSTOM_BASE_LINKAGE</a>( <a class="code" href="classmrpt_1_1slam_1_1_c_observation3_d_range_scan.html" title="Declares a class derived from &quot;CObservation&quot; that encapsules a 3D range scan measurement (e...">CObservation3DRangeScan</a>, <a class="code" href="classmrpt_1_1slam_1_1_c_observation.html" title="Declares a class that represents any robot&#39;s observation.">CObservation</a>,<a class="code" href="obs_2include_2mrpt_2obs_2link__pragmas_8h.html#ae8bb1b2647c58d6ae2eb30ca31fcf5a1">OBS_IMPEXP</a> )
<a name="l00046"></a>00046 
<a name="l00047"></a>00047         <span class="comment">/** Declares a class derived from &quot;CObservation&quot; that</span>
<a name="l00048"></a>00048 <span class="comment">         *      encapsules a 3D range scan measurement (e.g. from a time of flight range camera).</span>
<a name="l00049"></a>00049 <span class="comment">         *  This kind of observations can carry one or more of these data fields:</span>
<a name="l00050"></a>00050 <span class="comment">         *    - 3D point cloud (as float&#39;s).</span>
<a name="l00051"></a>00051 <span class="comment">         *    - 2D range image (as a matrix): Each entry in the matrix &quot;rangeImage(ROW,COLUMN)&quot; contains a distance or a depth (in meters), depending on \a range_is_depth.</span>
<a name="l00052"></a>00052 <span class="comment">         *    - 2D intensity (grayscale or RGB) image (as a mrpt::utils::CImage): For SwissRanger cameras, a logarithmic A-law compression is used to convert the original 16bit intensity to a more standard 8bit graylevel.</span>
<a name="l00053"></a>00053 <span class="comment">         *    - 2D confidence image (as a mrpt::utils::CImage): For each pixel, a 0x00 and a 0xFF mean the lowest and highest confidence levels, respectively.</span>
<a name="l00054"></a>00054 <span class="comment">         *</span>
<a name="l00055"></a>00055 <span class="comment">         *  The coordinates of the 3D point cloud are in meters with respect to the depth camera origin of coordinates</span>
<a name="l00056"></a>00056 <span class="comment">         *    (in SwissRanger, the front face of the camera: a small offset ~1cm in front of the physical focal point),</span>
<a name="l00057"></a>00057 <span class="comment">         *    with the +X axis pointing forward, +Y pointing left-hand and +Z pointing up.</span>
<a name="l00058"></a>00058 <span class="comment">         *  The field CObservation3DRangeScan::relativePoseIntensityWRTDepth describes the change of coordinates from</span>
<a name="l00059"></a>00059 <span class="comment">         *    the depth camera to the intensity (RGB or grayscale) camera. In a SwissRanger camera both cameras coincide,</span>
<a name="l00060"></a>00060 <span class="comment">         *    so this pose is just a rotation (0,0,0,-90deg,0,-90deg). But in</span>
<a name="l00061"></a>00061 <span class="comment">         *    Microsoft Kinect there is also an offset, as shown in this figure:</span>
<a name="l00062"></a>00062 <span class="comment">         *</span>
<a name="l00063"></a>00063 <span class="comment">         *  &lt;div align=center&gt;</span>
<a name="l00064"></a>00064 <span class="comment">         *   &lt;img src=&quot;CObservation3DRangeScan_figRefSystem.png&quot;&gt;</span>
<a name="l00065"></a>00065 <span class="comment">         *  &lt;/div&gt;</span>
<a name="l00066"></a>00066 <span class="comment">         *</span>
<a name="l00067"></a>00067 <span class="comment">         *  In any case, check the field \a relativePoseIntensityWRTDepth, or the method \a doDepthAndIntensityCamerasCoincide()</span>
<a name="l00068"></a>00068 <span class="comment">         *    to determine if both frames of reference coincide, since even for Kinect cameras both can coincide if the images</span>
<a name="l00069"></a>00069 <span class="comment">         *    have been rectified.</span>
<a name="l00070"></a>00070 <span class="comment">         *</span>
<a name="l00071"></a>00071 <span class="comment">         *  The 2D images and matrices are stored as common images, with an up-&gt;down rows order and left-&gt;right, as usual.</span>
<a name="l00072"></a>00072 <span class="comment">         *   Optionally, the intensity and confidence channels can be set to delayed-load images for off-rawlog storage so it saves</span>
<a name="l00073"></a>00073 <span class="comment">         *   memory by having loaded in memory just the needed images. See the methods load() and unload().</span>
<a name="l00074"></a>00074 <span class="comment">         *  Due to the intensive storage requirements of this kind of observations, this observation is the only one in MRPT</span>
<a name="l00075"></a>00075 <span class="comment">         *   for which it&#39;s recommended to always call &quot;load()&quot; and &quot;unload()&quot; before and after using the observation, *ONLY* when</span>
<a name="l00076"></a>00076 <span class="comment">         *   the observation was read from a rawlog dataset, in order to make sure that all the externally stored data fields are</span>
<a name="l00077"></a>00077 <span class="comment">         *   loaded and ready in memory.</span>
<a name="l00078"></a>00078 <span class="comment">         *</span>
<a name="l00079"></a>00079 <span class="comment">         *  Classes that grab observations of this type are:</span>
<a name="l00080"></a>00080 <span class="comment">         *              - mrpt::hwdrivers::CSwissRanger3DCamera</span>
<a name="l00081"></a>00081 <span class="comment">         *              - mrpt::hwdrivers::CKinect</span>
<a name="l00082"></a>00082 <span class="comment">         *</span>
<a name="l00083"></a>00083 <span class="comment">         *  There are two sets of calibration parameters:</span>
<a name="l00084"></a>00084 <span class="comment">         *              - cameraParams: Projection parameters of the depth camera.</span>
<a name="l00085"></a>00085 <span class="comment">         *              - cameraParamsIntensity: Projection parameters of the intensity (gray-level or RGB) camera.</span>
<a name="l00086"></a>00086 <span class="comment">         *</span>
<a name="l00087"></a>00087 <span class="comment">         *  In some cameras, like SwissRanger, both are the same. Also, it is possible in Kinect to rectify the range images such both cameras</span>
<a name="l00088"></a>00088 <span class="comment">         *   seem to coincide and then both sets of camera parameters will be identical.</span>
<a name="l00089"></a>00089 <span class="comment">         *</span>
<a name="l00090"></a>00090 <span class="comment">         *  Range data can be interpreted in two different ways depending on the 3D camera (this field is already set to the</span>
<a name="l00091"></a>00091 <span class="comment">         *    correct setting when grabbing observations from an mrpt::hwdrivers sensor):</span>
<a name="l00092"></a>00092 <span class="comment">         *              - range_is_depth=true  -&gt; Kinect-like ranges: entries of \a rangeImage are distances along the +X axis</span>
<a name="l00093"></a>00093 <span class="comment">         *              - range_is_depth=false -&gt; Ranges in \a rangeImage are actual distances in 3D.</span>
<a name="l00094"></a>00094 <span class="comment">         *</span>
<a name="l00095"></a>00095 <span class="comment">         *  3D point clouds can be generated at any moment after grabbing with CObservation3DRangeScan::project3DPointsFromDepthImage()</span>
<a name="l00096"></a>00096 <span class="comment">         *</span>
<a name="l00097"></a>00097 <span class="comment">         *  \note Starting at serialization version 2 (MRPT 0.9.1+), the confidence channel is stored as an image instead of a matrix to optimize memory and disk space.</span>
<a name="l00098"></a>00098 <span class="comment">         *  \note Starting at serialization version 3 (MRPT 0.9.1+), the 3D point cloud and the rangeImage can both be stored externally to save rawlog space.</span>
<a name="l00099"></a>00099 <span class="comment">         *  \note Starting at serialization version 5 (MRPT 0.9.5+), the new field \a range_is_depth.</span>
<a name="l00100"></a>00100 <span class="comment">         *</span>
<a name="l00101"></a>00101 <span class="comment">         * \sa mrpt::hwdrivers::CSwissRanger3DCamera, mrpt::hwdrivers::CKinect, CObservation</span>
<a name="l00102"></a>00102 <span class="comment">         * \ingroup mrpt_obs_grp</span>
<a name="l00103"></a>00103 <span class="comment">         */</span>
<a name="l00104"></a>00104         class <a class="code" href="obs_2include_2mrpt_2obs_2link__pragmas_8h.html#ae8bb1b2647c58d6ae2eb30ca31fcf5a1">OBS_IMPEXP</a> <a class="code" href="classmrpt_1_1slam_1_1_c_observation3_d_range_scan.html" title="Declares a class derived from &quot;CObservation&quot; that encapsules a 3D range scan measurement (e...">CObservation3DRangeScan</a> : public <a class="code" href="classmrpt_1_1slam_1_1_c_observation.html" title="Declares a class that represents any robot&#39;s observation.">CObservation</a>
<a name="l00105"></a>00105         {
<a name="l00106"></a>00106                 <span class="comment">// This must be added to any CSerializable derived class:</span>
<a name="l00107"></a><a class="code" href="classmrpt_1_1slam_1_1_c_observation3_d_range_scan.html#ab6e3fbd5783a4a5e7320cef562606bb6">00107</a>                 <a class="code" href="_c_serializable_8h.html#a72ab55bf7ae009c89b75715cfa21e84d" title="This declaration must be inserted in all CSerializable classes definition, within the class declarati...">DEFINE_SERIALIZABLE</a>( <a class="code" href="classmrpt_1_1slam_1_1_c_observation3_d_range_scan.html" title="Declares a class derived from &quot;CObservation&quot; that encapsules a 3D range scan measurement (e...">CObservation3DRangeScan</a> )
<a name="l00108"></a>00108 
<a name="l00109"></a>00109         protected:
<a name="l00110"></a><a class="code" href="classmrpt_1_1slam_1_1_c_observation3_d_range_scan.html#a6f603c7774754227a45075217914d74c">00110</a>                 <span class="keywordtype">bool</span>                    m_points3D_external_stored; <span class="comment">//!&lt; If set to true, m_points3D_external_file is valid.</span>
<a name="l00111"></a><a class="code" href="classmrpt_1_1slam_1_1_c_observation3_d_range_scan.html#af89ce19a39ecdbdddfd68fbb87016f58">00111</a> <span class="comment"></span>                std::<span class="keywordtype">string</span>             m_points3D_external_file;   <span class="comment">//!&lt; 3D points are in CImage::IMAGES_PATH_BASE+&lt;this_file_name&gt;</span>
<a name="l00112"></a>00112 <span class="comment"></span>
<a name="l00113"></a><a class="code" href="classmrpt_1_1slam_1_1_c_observation3_d_range_scan.html#a345e4f41854e3602d707b0f8653533aa">00113</a>                 <span class="keywordtype">bool</span>                    m_rangeImage_external_stored; <span class="comment">//!&lt; If set to true, m_rangeImage_external_file is valid.</span>
<a name="l00114"></a><a class="code" href="classmrpt_1_1slam_1_1_c_observation3_d_range_scan.html#a0102da2b4d3621f5111e888a93227352">00114</a> <span class="comment"></span>                std::<span class="keywordtype">string</span>             m_rangeImage_external_file;   <span class="comment">//!&lt; rangeImage is in CImage::IMAGES_PATH_BASE+&lt;this_file_name&gt;</span>
<a name="l00115"></a>00115 <span class="comment"></span>
<a name="l00116"></a>00116         public:
<a name="l00117"></a>00117                 <a class="code" href="classmrpt_1_1slam_1_1_c_observation3_d_range_scan.html" title="Declares a class derived from &quot;CObservation&quot; that encapsules a 3D range scan measurement (e...">CObservation3DRangeScan</a>( );                             <span class="comment">//!&lt; Default constructor</span>
<a name="l00118"></a>00118 <span class="comment"></span>                virtual ~CObservation3DRangeScan( );    <span class="comment">//!&lt; Destructor</span>
<a name="l00119"></a>00119 <span class="comment"></span><span class="comment"></span>
<a name="l00120"></a>00120 <span class="comment">                /** @name Delayed-load manual control methods.</span>
<a name="l00121"></a>00121 <span class="comment">                    @{ */</span><span class="comment"></span>
<a name="l00122"></a>00122 <span class="comment">                /** Makes sure all images and other fields which may be externally stored are loaded in memory.</span>
<a name="l00123"></a>00123 <span class="comment">                  *  Note that for all CImages, calling load() is not required since the images will be automatically loaded upon first access, so load() shouldn&#39;t be needed to be called in normal cases by the user.</span>
<a name="l00124"></a>00124 <span class="comment">                  *  If all the data were alredy loaded or this object has no externally stored data fields, calling this method has no effects.</span>
<a name="l00125"></a>00125 <span class="comment">                  * \sa unload</span>
<a name="l00126"></a>00126 <span class="comment">                  */</span>
<a name="l00127"></a>00127                 virtual <span class="keywordtype">void</span> load() const;<span class="comment"></span>
<a name="l00128"></a>00128 <span class="comment">                /** Unload all images, for the case they being delayed-load images stored in external files (othewise, has no effect).</span>
<a name="l00129"></a>00129 <span class="comment">                  * \sa load</span>
<a name="l00130"></a>00130 <span class="comment">                  */</span>
<a name="l00131"></a>00131                 virtual <span class="keywordtype">void</span> unload();<span class="comment"></span>
<a name="l00132"></a>00132 <span class="comment">                /** @} */</span>
<a name="l00133"></a>00133 <span class="comment"></span>
<a name="l00134"></a>00134 <span class="comment">                /** Compute the 3D points coordinates from the depth image (\a rangeImage) and the depth camera camera parameters (\a cameraParams).</span>
<a name="l00135"></a>00135 <span class="comment">                  *  There exist two set of formulas for projecting the i&#39;th point, depending on the value of &quot;range_is_depth&quot;.</span>
<a name="l00136"></a>00136 <span class="comment">                  *   In all formulas below, &quot;rangeImage&quot; is the matrix of ranges and the pixel coordinates are (r,c).</span>
<a name="l00137"></a>00137 <span class="comment">                  *</span>
<a name="l00138"></a>00138 <span class="comment">                  *  1) [range_is_depth=true] With &quot;range equals depth&quot; or &quot;Kinect-like depth mode&quot;: the range values</span>
<a name="l00139"></a>00139 <span class="comment">                  *      are in fact distances along the &quot;+X&quot; axis, not real 3D ranges (this is the way Kinect reports ranges):</span>
<a name="l00140"></a>00140 <span class="comment">                  *</span>
<a name="l00141"></a>00141 <span class="comment">                  * \code</span>
<a name="l00142"></a>00142 <span class="comment">                  *   x(i) = rangeImage(r,c)</span>
<a name="l00143"></a>00143 <span class="comment">                  *   y(i) = (r_cx - c) * x(i) / r_fx</span>
<a name="l00144"></a>00144 <span class="comment">                  *   z(i) = (r_cy - r) * x(i) / r_fy</span>
<a name="l00145"></a>00145 <span class="comment">                  * \endcode</span>
<a name="l00146"></a>00146 <span class="comment">                  *</span>
<a name="l00147"></a>00147 <span class="comment">                  *</span>
<a name="l00148"></a>00148 <span class="comment">                  *  2) [range_is_depth=false] With &quot;normal ranges&quot;: range means distance in 3D. This must be set when</span>
<a name="l00149"></a>00149 <span class="comment">                  *      processing data from the SwissRange 3D camera, among others.</span>
<a name="l00150"></a>00150 <span class="comment">                  *</span>
<a name="l00151"></a>00151 <span class="comment">                  * \code</span>
<a name="l00152"></a>00152 <span class="comment">                  *   Ky = (r_cx - c)/r_fx</span>
<a name="l00153"></a>00153 <span class="comment">                  *   Kz = (r_cy - r)/r_fy</span>
<a name="l00154"></a>00154 <span class="comment">                  *</span>
<a name="l00155"></a>00155 <span class="comment">                  *   x(i) = rangeImage(r,c) / sqrt( 1 + Ky^2 + Kz^2 )</span>
<a name="l00156"></a>00156 <span class="comment">                  *   y(i) = Ky * x(i)</span>
<a name="l00157"></a>00157 <span class="comment">                  *   z(i) = Kz * x(i)</span>
<a name="l00158"></a>00158 <span class="comment">                  * \endcode</span>
<a name="l00159"></a>00159 <span class="comment">                  *</span>
<a name="l00160"></a>00160 <span class="comment">                  * \param[in] PROJ3D_USE_LUT (Only when range_is_depth=true) Whether to use a Look-up-table (LUT) to speed up the conversion. It&#39;s thread safe in all situations &lt;b&gt;except&lt;/b&gt; when you call this method from different threads &lt;b&gt;and&lt;/b&gt; with different camera parameter matrices. In all other cases, it&#39;s a good idea to left it enabled.</span>
<a name="l00161"></a>00161 <span class="comment">                  *</span>
<a name="l00162"></a>00162 <span class="comment">                  * \note In MRPT &lt; 0.9.5, this method always assumes that ranges were in Kinect-like format.</span>
<a name="l00163"></a>00163 <span class="comment">                  */</span>
<a name="l00164"></a>00164                 <span class="keywordtype">void</span> project3DPointsFromDepthImage(const <span class="keywordtype">bool</span> PROJ3D_USE_LUT=true);
<a name="l00165"></a>00165 
<a name="l00166"></a><a class="code" href="classmrpt_1_1slam_1_1_c_observation3_d_range_scan.html#a626fce1290e5964bb11dce414f3404ed">00166</a>                 <span class="keywordtype">bool</span> hasPoints3D;                                                               <span class="comment">//!&lt; true means the field points3D contains valid data.</span>
<a name="l00167"></a><a class="code" href="classmrpt_1_1slam_1_1_c_observation3_d_range_scan.html#a076786d89b432044134849557fe87069">00167</a> <span class="comment"></span>                std::<a class="code" href="classstd_1_1vector.html" title="STL class.">vector</a>&lt;<span class="keywordtype">float</span>&gt; points3D_x;   <span class="comment">//!&lt; If hasPoints3D=true, the X coordinates of the 3D point cloud detected by the camera. \sa resizePoints3DVectors</span>
<a name="l00168"></a><a class="code" href="classmrpt_1_1slam_1_1_c_observation3_d_range_scan.html#a914792f38dac9d7a15098ebe1991c09b">00168</a> <span class="comment"></span>                std::<a class="code" href="classstd_1_1vector.html" title="STL class.">vector</a>&lt;<span class="keywordtype">float</span>&gt; points3D_y;   <span class="comment">//!&lt; If hasPoints3D=true, the Y coordinates of the 3D point cloud detected by the camera. \sa resizePoints3DVectors</span>
<a name="l00169"></a><a class="code" href="classmrpt_1_1slam_1_1_c_observation3_d_range_scan.html#a20aec97d07425273f1522f14a256c51c">00169</a> <span class="comment"></span>                std::<a class="code" href="classstd_1_1vector.html" title="STL class.">vector</a>&lt;<span class="keywordtype">float</span>&gt; points3D_z;   <span class="comment">//!&lt; If hasPoints3D=true, the Z coordinates of the 3D point cloud detected by the camera. \sa resizePoints3DVectors</span>
<a name="l00170"></a>00170 <span class="comment"></span><span class="comment"></span>
<a name="l00171"></a>00171 <span class="comment">                /** Use this method instead of resizing all three \a points3D_x, \a points3D_y &amp; \a points3D_z to allow the usage of the internal memory pool. */</span>
<a name="l00172"></a>00172                 <span class="keywordtype">void</span> resizePoints3DVectors(const <span class="keywordtype">size_t</span> nPoints);
<a name="l00173"></a>00173 
<a name="l00174"></a>00174                 <span class="comment">// 3D points external storage functions ---------</span>
<a name="l00175"></a><a class="code" href="classmrpt_1_1slam_1_1_c_observation3_d_range_scan.html#a138047831d773ed925b2c06064b47f85">00175</a>                 inline <span class="keywordtype">bool</span> points3D_isExternallyStored()<span class="keyword"> const </span>{ <span class="keywordflow">return</span> m_points3D_external_stored; }
<a name="l00176"></a><a class="code" href="classmrpt_1_1slam_1_1_c_observation3_d_range_scan.html#a2ab4653a696310c4be207c515c69fb53">00176</a>                 <span class="keyword">inline</span> std<a class="code" href="classstd_1_1string.html" title="STL class.">::string</a> <a class="code" href="classmrpt_1_1slam_1_1_c_observation3_d_range_scan.html#a2ab4653a696310c4be207c515c69fb53">points3D_getExternalStorageFile</a>()<span class="keyword"> const </span>{ <span class="keywordflow">return</span> m_points3D_external_file; }
<a name="l00177"></a>00177                 <span class="keywordtype">void</span> points3D_getExternalStorageFileAbsolutePath(<a class="code" href="classstd_1_1string.html" title="STL class.">std::string</a> &amp;out_path) <span class="keyword">const</span>;
<a name="l00178"></a><a class="code" href="classmrpt_1_1slam_1_1_c_observation3_d_range_scan.html#a0725dfa2db806283300eabed03f15b03">00178</a>                 <span class="keyword">inline</span> std<a class="code" href="classstd_1_1string.html" title="STL class.">::string</a> <a class="code" href="classmrpt_1_1slam_1_1_c_observation3_d_range_scan.html#a0725dfa2db806283300eabed03f15b03">points3D_getExternalStorageFileAbsolutePath</a>()<span class="keyword"> const </span>{
<a name="l00179"></a>00179                                 std<a class="code" href="classstd_1_1string.html" title="STL class.">::string</a> tmp;
<a name="l00180"></a>00180                                 points3D_getExternalStorageFileAbsolutePath(tmp);
<a name="l00181"></a>00181                                 <span class="keywordflow">return</span> tmp;
<a name="l00182"></a>00182                 }
<a name="l00183"></a>00183                 <span class="keywordtype">void</span> points3D_convertToExternalStorage( <span class="keyword">const</span> <a class="code" href="classstd_1_1string.html" title="STL class.">std::string</a> &amp;fileName, <span class="keyword">const</span> <a class="code" href="classstd_1_1string.html" title="STL class.">std::string</a> &amp;use_this_base_dir ); <span class="comment">//!&lt; Users won&#39;t normally want to call this, it&#39;s only used from internal MRPT programs.</span>
<a name="l00184"></a>00184 <span class="comment"></span>                <span class="comment">// ---------</span>
<a name="l00185"></a>00185 
<a name="l00186"></a><a class="code" href="classmrpt_1_1slam_1_1_c_observation3_d_range_scan.html#a0559c84e0a67864e4ce59348678436b4">00186</a>                 <span class="keywordtype">bool</span> <a class="code" href="classmrpt_1_1slam_1_1_c_observation3_d_range_scan.html#a0559c84e0a67864e4ce59348678436b4" title="true means the field rangeImage contains valid data">hasRangeImage</a>;                             <span class="comment">//!&lt; true means the field rangeImage contains valid data</span>
<a name="l00187"></a><a class="code" href="classmrpt_1_1slam_1_1_c_observation3_d_range_scan.html#a0f98cea47186bd07f1f1716952f75c22">00187</a> <span class="comment"></span>                mrpt<a class="code" href="classmrpt_1_1math_1_1_c_matrix.html" title="This class is a &quot;CSerializable&quot; wrapper for &quot;CMatrixFloat&quot;.">::math::CMatrix</a> <a class="code" href="classmrpt_1_1slam_1_1_c_observation3_d_range_scan.html#a0f98cea47186bd07f1f1716952f75c22" title="If hasRangeImage=true, a matrix of floats with the range data as captured by the camera (in meters)...">rangeImage</a>;         <span class="comment">//!&lt; If hasRangeImage=true, a matrix of floats with the range data as captured by the camera (in meters) \sa range_is_depth</span>
<a name="l00188"></a><a class="code" href="classmrpt_1_1slam_1_1_c_observation3_d_range_scan.html#a77518e0cd9ce4cc8db949da58ef18ad7">00188</a> <span class="comment"></span>                <span class="keywordtype">bool</span> <a class="code" href="classmrpt_1_1slam_1_1_c_observation3_d_range_scan.html#a77518e0cd9ce4cc8db949da58ef18ad7" title="true: Kinect-like ranges: entries of rangeImage are distances along the +X axis; false: Ranges in ran...">range_is_depth</a>;                            <span class="comment">//!&lt; true: Kinect-like ranges: entries of \a rangeImage are distances along the +X axis; false: Ranges in \a rangeImage are actual distances in 3D.</span>
<a name="l00189"></a>00189 <span class="comment"></span>
<a name="l00190"></a>00190                 <span class="keywordtype">void</span> rangeImage_setSize(<span class="keyword">const</span> <span class="keywordtype">int</span> HEIGHT, <span class="keyword">const</span> <span class="keywordtype">int</span> WIDTH); <span class="comment">//!&lt; Similar to calling &quot;rangeImage.setSize(H,W)&quot; but this method provides memory pooling to speed-up the memory allocation.</span>
<a name="l00191"></a>00191 <span class="comment"></span>
<a name="l00192"></a>00192                 <span class="comment">// Range Matrix external storage functions ---------</span>
<a name="l00193"></a><a class="code" href="classmrpt_1_1slam_1_1_c_observation3_d_range_scan.html#a52de1b42c080cdd0ee6508a8e274f8d9">00193</a>                 <span class="keyword">inline</span> <span class="keywordtype">bool</span> <a class="code" href="classmrpt_1_1slam_1_1_c_observation3_d_range_scan.html#a52de1b42c080cdd0ee6508a8e274f8d9">rangeImage_isExternallyStored</a>()<span class="keyword"> const </span>{ <span class="keywordflow">return</span> m_rangeImage_external_stored; }
<a name="l00194"></a><a class="code" href="classmrpt_1_1slam_1_1_c_observation3_d_range_scan.html#a28896385f2ec4d74d16160e7f053582b">00194</a>                 <span class="keyword">inline</span> std<a class="code" href="classstd_1_1string.html" title="STL class.">::string</a> <a class="code" href="classmrpt_1_1slam_1_1_c_observation3_d_range_scan.html#a28896385f2ec4d74d16160e7f053582b">rangeImage_getExternalStorageFile</a>()<span class="keyword"> const </span>{ <span class="keywordflow">return</span> m_rangeImage_external_file; }
<a name="l00195"></a>00195                 <span class="keywordtype">void</span> rangeImage_getExternalStorageFileAbsolutePath(<a class="code" href="classstd_1_1string.html" title="STL class.">std::string</a> &amp;out_path) <span class="keyword">const</span>;
<a name="l00196"></a><a class="code" href="classmrpt_1_1slam_1_1_c_observation3_d_range_scan.html#ae0f1526dd694e84d4dc149003328beb0">00196</a>                 <span class="keyword">inline</span> std<a class="code" href="classstd_1_1string.html" title="STL class.">::string</a> <a class="code" href="classmrpt_1_1slam_1_1_c_observation3_d_range_scan.html#ae0f1526dd694e84d4dc149003328beb0">rangeImage_getExternalStorageFileAbsolutePath</a>()<span class="keyword"> const </span>{
<a name="l00197"></a>00197                                 std<a class="code" href="classstd_1_1string.html" title="STL class.">::string</a> tmp;
<a name="l00198"></a>00198                                 rangeImage_getExternalStorageFileAbsolutePath(tmp);
<a name="l00199"></a>00199                                 <span class="keywordflow">return</span> tmp;
<a name="l00200"></a>00200                 }
<a name="l00201"></a>00201                 <span class="keywordtype">void</span> rangeImage_convertToExternalStorage( <span class="keyword">const</span> <a class="code" href="classstd_1_1string.html" title="STL class.">std::string</a> &amp;fileName, <span class="keyword">const</span> <a class="code" href="classstd_1_1string.html" title="STL class.">std::string</a> &amp;use_this_base_dir ); <span class="comment">//!&lt; Users won&#39;t normally want to call this, it&#39;s only used from internal MRPT programs.</span>
<a name="l00202"></a>00202 <span class="comment"></span><span class="comment">                /** Forces marking this observation as non-externally stored - it doesn&#39;t anything else apart from reseting the corresponding flag (Users won&#39;t normally want to call this, it&#39;s only used from internal MRPT programs) */</span>
<a name="l00203"></a><a class="code" href="classmrpt_1_1slam_1_1_c_observation3_d_range_scan.html#a995f374e9b7cb6276cf1af9169162b17">00203</a>                 <span class="keywordtype">void</span> <a class="code" href="classmrpt_1_1slam_1_1_c_observation3_d_range_scan.html#a995f374e9b7cb6276cf1af9169162b17" title="Forces marking this observation as non-externally stored - it doesn&#39;t anything else apart from reseti...">rangeImage_forceResetExternalStorage</a>() { m_rangeImage_external_stored=<span class="keyword">false</span>; }
<a name="l00204"></a>00204                 <span class="comment">// ---------</span>
<a name="l00205"></a>00205 
<a name="l00206"></a><a class="code" href="classmrpt_1_1slam_1_1_c_observation3_d_range_scan.html#ac21c65855e699cb8997333123694f06a">00206</a>                 <span class="keywordtype">bool</span> <a class="code" href="classmrpt_1_1slam_1_1_c_observation3_d_range_scan.html#ac21c65855e699cb8997333123694f06a" title="true means the field intensityImage contains valid data">hasIntensityImage</a>;                         <span class="comment">//!&lt; true means the field intensityImage contains valid data</span>
<a name="l00207"></a><a class="code" href="classmrpt_1_1slam_1_1_c_observation3_d_range_scan.html#ad80a6bb04bb9075c9a94a337baab8c44">00207</a> <span class="comment"></span>                mrpt<a class="code" href="classmrpt_1_1utils_1_1_c_image.html" title="A class for storing images as grayscale or RGB bitmaps.">::utils::CImage</a> <a class="code" href="classmrpt_1_1slam_1_1_c_observation3_d_range_scan.html#ad80a6bb04bb9075c9a94a337baab8c44" title="If hasIntensityImage=true, a color or gray-level intensity image of the same size than &quot;rangeImage&quot;...">intensityImage</a>;     <span class="comment">//!&lt; If hasIntensityImage=true, a color or gray-level intensity image of the same size than &quot;rangeImage&quot;</span>
<a name="l00208"></a>00208 <span class="comment"></span>
<a name="l00209"></a><a class="code" href="classmrpt_1_1slam_1_1_c_observation3_d_range_scan.html#a2cf64e2a0c320cb4e234d8c37e6ba8bd">00209</a>                 <span class="keywordtype">bool</span> <a class="code" href="classmrpt_1_1slam_1_1_c_observation3_d_range_scan.html#a2cf64e2a0c320cb4e234d8c37e6ba8bd" title="true means the field confidenceImage contains valid data">hasConfidenceImage</a>;                        <span class="comment">//!&lt; true means the field confidenceImage contains valid data</span>
<a name="l00210"></a><a class="code" href="classmrpt_1_1slam_1_1_c_observation3_d_range_scan.html#a4a0f22e324e555efc64bc795fcf052a1">00210</a> <span class="comment"></span>                mrpt<a class="code" href="classmrpt_1_1utils_1_1_c_image.html" title="A class for storing images as grayscale or RGB bitmaps.">::utils::CImage</a> <a class="code" href="classmrpt_1_1slam_1_1_c_observation3_d_range_scan.html#a4a0f22e324e555efc64bc795fcf052a1" title="If hasConfidenceImage=true, an image with the &quot;confidence&quot; value [range 0-255] as estimated by the ca...">confidenceImage</a>;  <span class="comment">//!&lt; If hasConfidenceImage=true, an image with the &quot;confidence&quot; value [range 0-255] as estimated by the capture drivers.</span>
<a name="l00211"></a>00211 <span class="comment"></span>
<a name="l00212"></a><a class="code" href="classmrpt_1_1slam_1_1_c_observation3_d_range_scan.html#ada5fceaf82d7863dd261a727db1e4c68">00212</a>                 mrpt<a class="code" href="classmrpt_1_1utils_1_1_t_camera.html" title="Structure to hold the parameters of a pinhole camera model.">::utils::TCamera</a>    <a class="code" href="classmrpt_1_1slam_1_1_c_observation3_d_range_scan.html#ada5fceaf82d7863dd261a727db1e4c68" title="Projection parameters of the depth camera.">cameraParams</a>;   <span class="comment">//!&lt; Projection parameters of the depth camera.</span>
<a name="l00213"></a><a class="code" href="classmrpt_1_1slam_1_1_c_observation3_d_range_scan.html#ad32223901eb22ce06859d8f5bce75c0e">00213</a> <span class="comment"></span>                mrpt<a class="code" href="classmrpt_1_1utils_1_1_t_camera.html" title="Structure to hold the parameters of a pinhole camera model.">::utils::TCamera</a>    <a class="code" href="classmrpt_1_1slam_1_1_c_observation3_d_range_scan.html#ad32223901eb22ce06859d8f5bce75c0e" title="Projection parameters of the intensity (graylevel or RGB) camera.">cameraParamsIntensity</a>;  <span class="comment">//!&lt; Projection parameters of the intensity (graylevel or RGB) camera.</span>
<a name="l00214"></a>00214 <span class="comment"></span><span class="comment"></span>
<a name="l00215"></a>00215 <span class="comment">                /** Relative pose of the intensity camera wrt the depth camera (which is the coordinates origin for this observation).</span>
<a name="l00216"></a>00216 <span class="comment">                  *  In a SwissRanger camera, this will be (0,0,0,-90deg,0,-90deg) since both cameras coincide.</span>
<a name="l00217"></a>00217 <span class="comment">                  *  In a Kinect, this will include a small lateral displacement and a rotation, according to the drawing on the top of this page.</span>
<a name="l00218"></a>00218 <span class="comment">                  *  \sa doDepthAndIntensityCamerasCoincide</span>
<a name="l00219"></a>00219 <span class="comment">                  */</span>
<a name="l00220"></a><a class="code" href="classmrpt_1_1slam_1_1_c_observation3_d_range_scan.html#a3fc0f19191d7d741ab3832081befe020">00220</a>                 mrpt<a class="code" href="classmrpt_1_1poses_1_1_c_pose3_d.html" title="A class used to store a 3D pose (a 3D translation + a rotation in 3D).">::poses::CPose3D</a>    <a class="code" href="classmrpt_1_1slam_1_1_c_observation3_d_range_scan.html#a3fc0f19191d7d741ab3832081befe020" title="Relative pose of the intensity camera wrt the depth camera (which is the coordinates origin for this ...">relativePoseIntensityWRTDepth</a>;
<a name="l00221"></a>00221 <span class="comment"></span>
<a name="l00222"></a>00222 <span class="comment">                /** Return true if \a relativePoseIntensityWRTDepth equals the pure rotation (0,0,0,-90deg,0,-90deg) (with a small comparison epsilon)</span>
<a name="l00223"></a>00223 <span class="comment">                  * \sa relativePoseIntensityWRTDepth</span>
<a name="l00224"></a>00224 <span class="comment">                  */</span>
<a name="l00225"></a>00225                 <span class="keywordtype">bool</span> doDepthAndIntensityCamerasCoincide() <span class="keyword">const</span>;
<a name="l00226"></a>00226 
<a name="l00227"></a>00227 
<a name="l00228"></a><a class="code" href="classmrpt_1_1slam_1_1_c_observation3_d_range_scan.html#a421de2b6c46d2d93bb36382bf2e69e02">00228</a>                 <span class="keywordtype">float</span>   <a class="code" href="classmrpt_1_1slam_1_1_c_observation3_d_range_scan.html#a421de2b6c46d2d93bb36382bf2e69e02" title="The maximum range allowed by the device, in meters (e.g. 8.0m, 5.0m,...)">maxRange</a>;       <span class="comment">//!&lt; The maximum range allowed by the device, in meters (e.g. 8.0m, 5.0m,...)</span>
<a name="l00229"></a><a class="code" href="classmrpt_1_1slam_1_1_c_observation3_d_range_scan.html#ace5f7375d556d1e6f6ed7750cbb1cccd">00229</a> <span class="comment"></span>                <a class="code" href="classmrpt_1_1poses_1_1_c_pose3_d.html" title="A class used to store a 3D pose (a 3D translation + a rotation in 3D).">CPose3D</a> <a class="code" href="classmrpt_1_1slam_1_1_c_observation3_d_range_scan.html#ace5f7375d556d1e6f6ed7750cbb1cccd" title="The 6D pose of the sensor on the robot.">sensorPose</a>;     <span class="comment">//!&lt; The 6D pose of the sensor on the robot.</span>
<a name="l00230"></a><a class="code" href="classmrpt_1_1slam_1_1_c_observation3_d_range_scan.html#a67242543caa5ca865a4d1eea634d241a">00230</a> <span class="comment"></span>                <span class="keywordtype">float</span>   <a class="code" href="classmrpt_1_1slam_1_1_c_observation3_d_range_scan.html#a67242543caa5ca865a4d1eea634d241a" title="The &quot;sigma&quot; error of the device in meters, used while inserting the scan in an occupancy grid...">stdError</a>;       <span class="comment">//!&lt; The &quot;sigma&quot; error of the device in meters, used while inserting the scan in an occupancy grid.</span>
<a name="l00231"></a>00231 <span class="comment"></span>
<a name="l00232"></a>00232 <span class="comment"></span>
<a name="l00233"></a>00233 <span class="comment">                /** A general method to retrieve the sensor pose on the robot.</span>
<a name="l00234"></a>00234 <span class="comment">                  *  Note that most sensors will return a full (6D) CPose3D, but see the derived classes for more details or special cases.</span>
<a name="l00235"></a>00235 <span class="comment">                  * \sa setSensorPose</span>
<a name="l00236"></a>00236 <span class="comment">                  */</span>
<a name="l00237"></a><a class="code" href="classmrpt_1_1slam_1_1_c_observation3_d_range_scan.html#a524e4c3856223448a0a3eeb9b2982b29">00237</a>                 <span class="keywordtype">void</span> <a class="code" href="classmrpt_1_1slam_1_1_c_observation3_d_range_scan.html#a524e4c3856223448a0a3eeb9b2982b29" title="A general method to retrieve the sensor pose on the robot.">getSensorPose</a>( <a class="code" href="classmrpt_1_1poses_1_1_c_pose3_d.html" title="A class used to store a 3D pose (a 3D translation + a rotation in 3D).">CPose3D</a> &amp;out_sensorPose )<span class="keyword"> const </span>{ out_sensorPose = sensorPose; }
<a name="l00238"></a>00238 <span class="comment"></span>
<a name="l00239"></a>00239 <span class="comment">                /** A general method to change the sensor pose on the robot.</span>
<a name="l00240"></a>00240 <span class="comment">                  *  Note that most sensors will use the full (6D) CPose3D, but see the derived classes for more details or special cases.</span>
<a name="l00241"></a>00241 <span class="comment">                  * \sa getSensorPose</span>
<a name="l00242"></a>00242 <span class="comment">                  */</span>
<a name="l00243"></a><a class="code" href="classmrpt_1_1slam_1_1_c_observation3_d_range_scan.html#a25e8f59e7eb41650c51007371aed30c9">00243</a>                 <span class="keywordtype">void</span> <a class="code" href="classmrpt_1_1slam_1_1_c_observation3_d_range_scan.html#a25e8f59e7eb41650c51007371aed30c9" title="A general method to change the sensor pose on the robot.">setSensorPose</a>( <span class="keyword">const</span> <a class="code" href="classmrpt_1_1poses_1_1_c_pose3_d.html" title="A class used to store a 3D pose (a 3D translation + a rotation in 3D).">CPose3D</a> &amp;newSensorPose ) { sensorPose = newSensorPose; }
<a name="l00244"></a>00244 
<a name="l00245"></a>00245                 <span class="keywordtype">void</span> swap(<a class="code" href="classmrpt_1_1slam_1_1_c_observation3_d_range_scan.html" title="Declares a class derived from &quot;CObservation&quot; that encapsules a 3D range scan measurement (e...">CObservation3DRangeScan</a> &amp;o);  <span class="comment">//!&lt; Very efficient method to swap the contents of two observations.</span>
<a name="l00246"></a>00246 <span class="comment"></span>
<a name="l00247"></a>00247                 <span class="keywordtype">void</span> getZoneAsObs( <a class="code" href="classmrpt_1_1slam_1_1_c_observation3_d_range_scan.html" title="Declares a class derived from &quot;CObservation&quot; that encapsules a 3D range scan measurement (e...">CObservation3DRangeScan</a> &amp;obs, <span class="keyword">const</span> <span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> &amp;r1, <span class="keyword">const</span> <span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> &amp;r2, <span class="keyword">const</span> <span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> &amp;c1, <span class="keyword">const</span> <span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> &amp;c2 );
<a name="l00248"></a>00248 <span class="comment"></span>
<a name="l00249"></a>00249 <span class="comment">                /** A Levenberg-Marquart-based optimizer to recover the calibration parameters of a 3D camera given a range (depth) image and the corresponding 3D point cloud.</span>
<a name="l00250"></a>00250 <span class="comment">                  * \param camera_offset The offset (in meters) in the +X direction of the point cloud. It&#39;s 1cm for SwissRanger SR4000.</span>
<a name="l00251"></a>00251 <span class="comment">                  * \return The final average reprojection error per pixel (typ &lt;0.05 px)</span>
<a name="l00252"></a>00252 <span class="comment">                  */</span>
<a name="l00253"></a>00253                 <span class="keyword">static</span> <span class="keywordtype">double</span> recoverCameraCalibrationParameters(
<a name="l00254"></a>00254                         <span class="keyword">const</span> <a class="code" href="classmrpt_1_1slam_1_1_c_observation3_d_range_scan.html" title="Declares a class derived from &quot;CObservation&quot; that encapsules a 3D range scan measurement (e...">CObservation3DRangeScan</a>   &amp;in_obs,
<a name="l00255"></a>00255                         <a class="code" href="classmrpt_1_1utils_1_1_t_camera.html" title="Structure to hold the parameters of a pinhole camera model.">mrpt::utils::TCamera</a>                    &amp;out_camParams,
<a name="l00256"></a>00256                         <span class="keyword">const</span> <span class="keywordtype">double</span> camera_offset = 0.01 );
<a name="l00257"></a>00257 
<a name="l00258"></a>00258 
<a name="l00259"></a>00259         }; <span class="comment">// End of class def.</span>
<a name="l00260"></a>00260 
<a name="l00261"></a>00261 
<a name="l00262"></a>00262         } <span class="comment">// End of namespace</span>
<a name="l00263"></a>00263 
<a name="l00264"></a>00264         <span class="keyword">namespace </span>utils
<a name="l00265"></a>00265         {
<a name="l00266"></a>00266                 <span class="keyword">using namespace </span>::mrpt::slam;
<a name="l00267"></a>00267                 <span class="comment">// Specialization must occur in the same namespace</span>
<a name="l00268"></a>00268                 <a class="code" href="_c_serializable_8h.html#a81695246461c7c04018786a6b6e75b6d">MRPT_DECLARE_TTYPENAME_PTR</a>(CObservation3DRangeScan)
<a name="l00269"></a>00269         }
<a name="l00270"></a>00270 
<a name="l00271"></a>00271 } <span class="comment">// End of namespace</span>
<a name="l00272"></a>00272 
<a name="l00273"></a>00273 <span class="preprocessor">#endif</span>
</pre></div></div>
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