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cdondrup avatar cdondrup commented on July 2, 2024

Actually it doesn't seem to be that easy. @nbellotto could you please have a look why and where JPDA is missing?

Must be somewhere in this block:

if (alg == NN) {  /// NN data association
        amat.computeNN(CORRELATION_LOG);
        // record unmatched observations for possible candidates creation
        m_unmatched = amat.URow;
        // data assignment
        for (size_t n = 0; n < amat.NN.size(); n++) {
            m_assignments.insert(std::make_pair(amat.NN[n].row, amat.NN[n].col));
        }
      }
      else if (alg == NNJPDA) { /// NNJPDA data association (one sensor)
        // compute associations
        jpda->getAssociations();
        jpda->getProbabilities();
        vector< jpda::Association > association(znum.size());
        jpda->getMultiNNJPDA(association);
//         jpda->getMonoNNJPDA(association);
        // data assignment
        jpda::Association::iterator ai, aiEnd = association[0].end();
        for (ai = association[0].begin(); ai != aiEnd; ai++) {
          if (ai->t) {   // not a clutter
            m_assignments.insert(std::make_pair(ai->z, ai->t - 1));
          }
          else {   // add clutter to unmatched list
            m_unmatched.push_back(ai->z);
          }
        }
                                                                  delete jpda;
      }
      else {
        cerr << "###### Unknown association algorithm: " << alg << " #####\n";
        return false;
      }

from bayestracking.

marc-hanheide avatar marc-hanheide commented on July 2, 2024

seems JPDA is not really meant to be used: https://github.com/LCAS/bayestracking/blob/master/include/bayes_tracking/multitracker.h#L42

from bayestracking.

cdondrup avatar cdondrup commented on July 2, 2024

This is why I "fixed" it so you can't choose it in the config file any more when using the people tracker. Not sure why this is not supposed to be used, would have to ask @nbellotto

from bayestracking.

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