CTopLCDetector_GridMatching.cpp

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/* +---------------------------------------------------------------------------+
   |                     Mobile Robot Programming Toolkit (MRPT)               |
   |                          http://www.mrpt.org/                             |
   |                                                                           |
   | Copyright (c) 2005-2017, Individual contributors, see AUTHORS file        |
   | See: http://www.mrpt.org/Authors - All rights reserved.                   |
   | Released under BSD License. See details in http://www.mrpt.org/License    |
   +---------------------------------------------------------------------------+ */

#include "hmtslam-precomp.h" // Precomp header

#include <mrpt/utils/CFileGZOutputStream.h>
#include <mrpt/utils/CFileOutputStream.h>
#include <mrpt/system/filesystem.h>

using namespace mrpt::slam;
using namespace mrpt::hmtslam;
using namespace mrpt::utils;
using namespace mrpt::poses;
using namespace mrpt::obs;
using namespace mrpt::maps;


CTopLCDetector_GridMatching::CTopLCDetector_GridMatching( CHMTSLAM *hmtslam  ) :
        CTopLCDetectorBase(hmtslam)
{

}

CTopLCDetector_GridMatching::~CTopLCDetector_GridMatching()
{

}

/** This method must compute the topological observation model.
  * \param out_log_lik The output, a log-likelihood.
  * \return NULL, or a PDF of the estimated translation between the two areas (can be a multi-modal PDF).
  */
CPose3DPDFPtr CTopLCDetector_GridMatching::computeTopologicalObservationModel(
        const THypothesisID             &hypID,
        const CHMHMapNodePtr    &currentArea,
        const CHMHMapNodePtr    &refArea,
        double                                  &out_log_lik
        )
{
        // ------------------------------------------------------------------------------
        // Compute potential map transformations between the areas "areaID" and "a->first"
        //  For this, we use the grid-to-grid matching method described in the TRO paper...
        // ------------------------------------------------------------------------------
        out_log_lik = 0;  // Nothing to modify, for now.

        CGridMapAligner  gridAligner;
        CGridMapAligner::TReturnInfo info;
        const CPose2D initEstimate(0,0,0); // It's actually ignored by the grid-matching

        // Use already loaded options:
        const CTopLCDetector_GridMatching::TOptions &o = m_hmtslam->m_options.TLC_grid_options;
        gridAligner.options = o.matchingOptions;

        CMultiMetricMapPtr hMapCur = currentArea->m_annotations.getAs<CMultiMetricMap>(NODE_ANNOTATION_METRIC_MAPS, hypID, false);
        CMultiMetricMapPtr hMapRef = refArea->m_annotations.getAs<CMultiMetricMap>(NODE_ANNOTATION_METRIC_MAPS, hypID, false);

        ASSERT_( hMapRef->m_gridMaps.size()>=1 )
        ASSERT_( hMapCur->m_gridMaps.size()>=1 )

#if 0
        {
                static int i = 0;
                CFileOutputStream f(format("debug_%05i.hmtslam",++i));
                f << *m_hmtslam;
        }
#endif

        gridAligner.options.dumpToConsole();

        // Do the map align:
        CPosePDFPtr alignRes = gridAligner.Align(
                hMapCur.pointer(),   // "ref" as seen from "cur"...The order is critical!!!
                hMapRef.pointer(),  
                initEstimate,
                NULL,
                &info);

#if 0
        {
                hMapCur->m_gridMaps[0]->saveAsBitmapFileWithLandmarks("map1.png", info.landmarks_map1.pointer());
                hMapRef->m_gridMaps[0]->saveAsBitmapFileWithLandmarks("map2.png", info.landmarks_map2.pointer());
        }
#endif

        // Transform the 2D SOG into a 3D SOG:
        CPose3DPDFPtr res = CPose3DPDFPtr( CPose3DPDF::createFrom2D(*alignRes) );

        // --------------------
        // Debug output:
        // --------------------
#if 1
        const std::string  dbg_dir = m_hmtslam->m_options.LOG_OUTPUT_DIR + "/TBI_TESTS";
        if (!m_hmtslam->m_options.LOG_OUTPUT_DIR.empty())
        {
                mrpt::system::createDirectory( dbg_dir );
                static int cnt = 0;
                ++cnt;
                const std::string filStat = dbg_dir+format("/state_%05i_test_%i_%i.hmtslam",cnt,(int)currentArea->getID(),(int)refArea->getID());
                const std::string filRes  = dbg_dir+format("/state_%05i_test_%i_%i_result.txt",cnt,(int)currentArea->getID(),(int)refArea->getID() );


                m_hmtslam->logFmt(mrpt::utils::LVL_DEBUG,"[TLCD_gridmatch] DEBUG: Saving %s\n",filStat.c_str());
                CFileGZOutputStream f(filStat);
                this->m_hmtslam->saveState(f);

                m_hmtslam->logFmt(mrpt::utils::LVL_DEBUG,"[TLCD_gridmatch] DEBUG: Saving %s\n",filRes.c_str());
                CFileOutputStream f_res(filRes);
                f_res.printf("# SOG modes: %i\n",(int)CPosePDFSOGPtr(alignRes)->size() );
                f_res.printf("ICP goodness: ");
                f_res.printf_vector("%f ",info.icp_goodness_all_sog_modes);
                f_res.printf("\n");
        }
#endif

        return res;
}

/** Hook method for being warned about the insertion of a new poses into the maps.
  *  This should be independent of hypothesis IDs.
  */
void CTopLCDetector_GridMatching::OnNewPose(
        const TPoseID                   &poseID,
        const CSensoryFrame             *SF )
{
        MRPT_UNUSED_PARAM(poseID); MRPT_UNUSED_PARAM(SF);
}


// Initialization
CTopLCDetector_GridMatching::TOptions::TOptions() :
        matchingOptions  ()
{
}

//  Load parameters from configuration source
void  CTopLCDetector_GridMatching::TOptions::loadFromConfigFile(
        const mrpt::utils::CConfigFileBase      &source,
        const std::string               &section)
{
        matchingOptions.loadFromConfigFile(source,section);
}

//  This method must display clearly all the contents of the structure in textual form, sending it to a CStream.
void CTopLCDetector_GridMatching::TOptions::dumpToTextStream(mrpt::utils::CStream &out) const   {
        out.printf("\n----------- [CTopLCDetector_GridMatching::TOptions] ------------ \n\n");
        matchingOptions.dumpToTextStream(out);
}