本文整理汇总了C++中KeyFrame::GetBowVector方法的典型用法代码示例。如果您正苦于以下问题:C++ KeyFrame::GetBowVector方法的具体用法?C++ KeyFrame::GetBowVector怎么用?C++ KeyFrame::GetBowVector使用的例子?那么, 这里精选的方法代码示例或许可以为您提供帮助。您也可以进一步了解该方法所在类KeyFrame
的用法示例。
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示例1: DetectLoop
bool LoopClosing::DetectLoop()
{
{
boost::mutex::scoped_lock lock(mMutexLoopQueue);
mpCurrentKF = mlpLoopKeyFrameQueue.front();
mlpLoopKeyFrameQueue.pop_front();
// Avoid that a keyframe can be erased while it is being process by this thread
mpCurrentKF->SetNotErase();
}
//If the map contains less than 10 KF or less than 10KF have passed from last loop detection
if(mpCurrentKF->mnId<mLastLoopKFid+10)
{
mpKeyFrameDB->add(mpCurrentKF);
mpCurrentKF->SetErase();
return false;
}
// Compute reference BoW similarity score
// This is the lowest score to a connected keyframe in the covisibility graph
// We will impose loop candidates to have a higher similarity than this
vector<KeyFrame*> vpConnectedKeyFrames = mpCurrentKF->GetVectorCovisibleKeyFrames();
DBoW2::BowVector CurrentBowVec = mpCurrentKF->GetBowVector();
float minScore = 1;
for(size_t i=0; i<vpConnectedKeyFrames.size(); i++)
{
KeyFrame* pKF = vpConnectedKeyFrames[i];
if(pKF->isBad())
continue;
DBoW2::BowVector BowVec = pKF->GetBowVector();
float score = mpORBVocabulary->score(CurrentBowVec, BowVec);
if(score<minScore)
minScore = score;
}
// Query the database imposing the minimum score
vector<KeyFrame*> vpCandidateKFs = mpKeyFrameDB->DetectLoopCandidates(mpCurrentKF, minScore);
// If there are no loop candidates, just add new keyframe and return false
if(vpCandidateKFs.empty())
{
mpKeyFrameDB->add(mpCurrentKF);
mvConsistentGroups.clear();
mpCurrentKF->SetErase();
return false;
}
// For each loop candidate check consistency with previous loop candidates
// Each candidate expands a covisibility group (keyframes connected to the loop candidate in the covisibility graph)
// A group is consistent with a previous group if they share at least a keyframe
// We must detect a consistent loop in several consecutive keyframe to accept it
mvpEnoughConsistentCandidates.clear();
vector<ConsistentGroup> vCurrentConsistentGroups;
vector<bool> vbConsistentGroup(mvConsistentGroups.size(),false);
for(size_t i=0, iend=vpCandidateKFs.size(); i<iend; i++)
{
KeyFrame* pCandidateKF = vpCandidateKFs[i];
set<KeyFrame*> spCandidateGroup = pCandidateKF->GetConnectedKeyFrames();
spCandidateGroup.insert(pCandidateKF);
bool bEnoughConsistent = false;
bool bConsistentForSomeGroup = false;
for(size_t iG=0, iendG=mvConsistentGroups.size(); iG<iendG; iG++)
{
set<KeyFrame*> sPreviousGroup = mvConsistentGroups[iG].first;
bool bConsistent = false;
for(set<KeyFrame*>::iterator sit=spCandidateGroup.begin(), send=spCandidateGroup.end(); sit!=send;sit++)
{
if(sPreviousGroup.count(*sit))
{
bConsistent=true;
bConsistentForSomeGroup=true;
break;
}
}
if(bConsistent)
{
int nPreviousConsistency = mvConsistentGroups[iG].second;
int nCurrentConsistency = nPreviousConsistency + 1;
if(!vbConsistentGroup[iG])
{
ConsistentGroup cg = make_pair(spCandidateGroup,nCurrentConsistency);
vCurrentConsistentGroups.push_back(cg);
vbConsistentGroup[iG]=true; //this avoid to include the same group more than once
}
if(nCurrentConsistency>=mnCovisibilityConsistencyTh && !bEnoughConsistent)
{
mvpEnoughConsistentCandidates.push_back(pCandidateKF);
bEnoughConsistent=true; //this avoid to insert the same candidate more than once
}
}
}
//.........这里部分代码省略.........