otbSampleAugmentation.h File Reference

#include <vector>
#include <queue>
#include <iterator>
#include <algorithm>
#include <random>
#include <ctime>
#include <cassert>

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Classes
struct	otb::sampleAugmentation::NeighborSorter
struct	otb::sampleAugmentation::NeighborType

Namespaces
	otb
	otb::sampleAugmentation

Typedefs
using	otb::sampleAugmentation::SampleType = std::vector< double >
using	otb::sampleAugmentation::SampleVectorType = std::vector< SampleType >
double	otb::sampleAugmentation::ComputeSquareDistance (const SampleType &x, const SampleType &y)
SampleType	otb::sampleAugmentation::EstimateStds (const SampleVectorType &samples)
void	otb::sampleAugmentation::FindKNNIndices (const SampleVectorType &inSamples, const vcl_size_t nbNeighbors, NNVectorType &nnVector)
void	otb::sampleAugmentation::JitterSamples (const SampleVectorType &inSamples, const vcl_size_t nbSamples, SampleVectorType &newSamples, float stdFactor=10, const int seed=std::time(nullptr))
using	otb::sampleAugmentation::NNIndicesType = std::vector< NeighborType >
using	otb::sampleAugmentation::NNVectorType = std::vector< NNIndicesType >
void	otb::sampleAugmentation::ReplicateSamples (const SampleVectorType &inSamples, const vcl_size_t nbSamples, SampleVectorType &newSamples)
void	otb::sampleAugmentation::Smote (const SampleVectorType &inSamples, const vcl_size_t nbSamples, SampleVectorType &newSamples, const int nbNeighbors, const int seed=std::time(nullptr))
SampleType	otb::sampleAugmentation::SmoteCombine (const SampleType &s1, const SampleType &s2, double position)