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To reproduce results (based on parameters of this paper):

rtabmap-console \
      --Rtabmap/StatisticLogged true\
      --Rtabmap/StatisticLoggedHeaders false\
      --Kp/DetectorStrategy 0\
      --Rtabmap/MemoryThr 300\
      --Rtabmap/LoopRatio 0.9\
      --SURF/HessianThreshold 150\
      --Mem/STMSize 30\
      --Vis/MaxFeatures 400\
      --Kp/TfIdfLikelihoodUsed false\
      --Kp/MaxFeatures 400\
      --Kp/BadSignRatio 0.25\
      --Mem/BadSignaturesIgnored true\
      --Mem/RehearsalSimilarity 0.20\
      --Mem/RecentWmRatio 0.2\
      -gt "~/Downloads/UdeS_1Hz.png"\
      ~/Downloads/UdeS_1Hz

Adding the ground truth file here is optional to show recall at 100% precision at the end of the process directly without using the octave/MATLAB script below. For NewCollege and CityCentre datasets, rtabmap-imagesJoiner can be used to assemble the left and right images together.

To analyze with Octave/MATLAB, drop LogF.txt and LogI.txt generated files from command above in ShowLogs directly, then execute showLogs.m.