examples/BOWMapping/main.cpp

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/*
Copyright (c) 2010-2016, Mathieu Labbe - IntRoLab - Universite de Sherbrooke
All rights reserved.
 
Redistribution and use in source and binary forms, with or without
modification, are permitted provided that the following conditions are met:
    * Redistributions of source code must retain the above copyright
      notice, this list of conditions and the following disclaimer.
    * Redistributions in binary form must reproduce the above copyright
      notice, this list of conditions and the following disclaimer in the
      documentation and/or other materials provided with the distribution.
    * Neither the name of the Universite de Sherbrooke nor the
      names of its contributors may be used to endorse or promote products
      derived from this software without specific prior written permission.
 
THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND
ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED
WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE
DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE LIABLE FOR ANY
DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES
(INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES;
LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND
ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT
(INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
*/
 
#include "rtabmap/core/Rtabmap.h"
#include "rtabmap/core/CameraRGB.h"
#include <opencv2/core/core.hpp>
#include "rtabmap/utilite/UFile.h"
#include <stdio.h>
 
void showUsage()
{
        printf("\nUsage:\n"
                        "rtabmap-bow_mapping [options] \"path\"\n"
                        "  path       Path to a directory of images\n "
                        "  Options:"
                        "     -l   localization mode: use already built RTAB-Map database to localize\n ");
        exit(1);
}
 
int main(int argc, char * argv[])
{
        //ULogger::setType(ULogger::kTypeConsole);
        //ULogger::setLevel(ULogger::kDebug);
 
        std::string path;
        bool localizationMode = false;
 
        if(argc < 2)
        {
                showUsage();
        }
 
        for(int i=1; i<argc-1; ++i)
        {
                if(strcmp(argv[i], "-l") == 0)
                {
                        localizationMode = true;
                }
                else
                {
                        printf("Unrecognized option \"%s\"\n", argv[i]);
                        showUsage();
                }
        }
 
        path = argv[argc-1];
 
        // rtabmap::Camera is simply a convenience wrapper of OpenCV cv::VideoCapture and cv::imread
        rtabmap::CameraImages camera(path);
        if(!camera.init())
        {
                printf("Camera init failed, using path \"%s\"\n", path.c_str());
                exit(1);
        }
 
        // Create RTAB-Map
        rtabmap::Rtabmap rtabmap;
 
        // Set the time threshold
        rtabmap.setTimeThreshold(700.0f); // Time threshold : 700 ms, 0 ms means no limit
 
        // To set other parameters, the Parameters interface must be used (Parameters.h).
        // Example here to change the loop closure threshold (default 0.15).
        // Lower the threshold, more loop closures are detected but there is more chance of false positives.
        rtabmap::ParametersMap parameters;
        parameters.insert(rtabmap::ParametersPair(rtabmap::Parameters::kRtabmapLoopThr(), "0.11"));
 
        // The time threshold set above is also a parameter, one could have set it the same way:
        //   parameters.insert(rtabmap::ParametersPair(rtabmap::Parameters::kRtabmapTimeThr(), "700"));
        // Or SURF hessian treshold:
        //   parameters.insert(rtabmap::ParametersPair(rtabmap::Parameters::kSURFHessianThreshold(), "150"));
 
        // Appearance-based only, disable RGB-D mode
        parameters.insert(rtabmap::ParametersPair(rtabmap::Parameters::kRGBDEnabled(), "false"));
 
        std::string databasePath = rtabmap::Parameters::createDefaultWorkingDirectory()+"/"+rtabmap::Parameters::getDefaultDatabaseName();
        if(localizationMode)
        {
                parameters.insert(rtabmap::ParametersPair(rtabmap::Parameters::kMemIncrementalMemory(), "false"));
                parameters.insert(rtabmap::ParametersPair(rtabmap::Parameters::kKpIncrementalDictionary(), "false"));
                parameters.insert(rtabmap::ParametersPair(rtabmap::Parameters::kMemSTMSize(), "1"));
        }
        else
        {
                // delete previous database if there's one...
                UFile::erase(databasePath);
        }
 
        // Initialize rtabmap: delete/create database...
        rtabmap.init(parameters, databasePath);
 
        // Process each image of the directory...
        printf("\nProcessing images... from directory \"%s\"\n", path.c_str());
 
        int countLoopDetected=0;
        int i=0;
        rtabmap::SensorData data = camera.takeImage();
        int nextIndex = rtabmap.getLastLocationId()+1;
        while(!data.imageRaw().empty())
        {
                // Process image : Main loop of RTAB-Map
                rtabmap.process(data.imageRaw(), nextIndex);
 
                // Check if a loop closure is detected and print some info
                if(rtabmap.getLoopClosureId())
                {
                        ++countLoopDetected;
                }
                ++i;
                if(rtabmap.getLoopClosureId())
                {
                        printf(" #%d ptime(%fs) STM(%d) WM(%d) hyp(%d) value(%.2f) *LOOP %d->%d*\n",
                                        i,
                                        rtabmap.getLastProcessTime(),
                                        (int)rtabmap.getSTM().size(), // short-term memory
                                        (int)rtabmap.getWM().size(), // working memory
                                        rtabmap.getLoopClosureId(),
                                        rtabmap.getLoopClosureValue(),
                                        nextIndex,
                                        rtabmap.getLoopClosureId());
                }
                else
                {
                        printf(" #%d ptime(%fs) STM(%d) WM(%d) hyp(%d) value(%.2f)\n",
                                        i,
                                        rtabmap.getLastProcessTime(),
                                        (int)rtabmap.getSTM().size(), // short-term memory
                                        (int)rtabmap.getWM().size(), // working memory
                                        rtabmap.getHighestHypothesisId(), // highest loop closure hypothesis
                                        rtabmap.getLoopClosureValue());
                }
 
                ++nextIndex;
 
                //Get next image
                data = camera.takeImage();
        }
 
        printf("Processing images completed. Loop closures found = %d\n", countLoopDetected);
 
        // Generate a graph for visualization with Graphiz
        rtabmap.generateDOTGraph("Graph.dot");
        printf("Generated graph \"Graph.dot\", viewable with Graphiz using \"neato -Tpdf Graph.dot -o out.pdf\"\n");
 
        // Cleanup... save database and logs
        printf("Saving Long-Term Memory to \"rtabmap.db\"...\n");
        rtabmap.close();
 
        return 0;
}