ceres-solver-v1 / colmap /src /optim /combination_sampler.cc
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ceres-solver and colmap
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// Copyright (c) 2022, ETH Zurich and UNC Chapel Hill.
// All rights reserved.
//
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// Author: Johannes L. Schoenberger (jsch-at-demuc-dot-de)
#include "optim/combination_sampler.h"
#include <numeric>
#include "util/math.h"
#include "util/random.h"
namespace colmap {
CombinationSampler::CombinationSampler(const size_t num_samples)
: num_samples_(num_samples) {}
void CombinationSampler::Initialize(const size_t total_num_samples) {
CHECK_LE(num_samples_, total_num_samples);
total_sample_idxs_.resize(total_num_samples);
// Note that the samples must be in increasing order for `NextCombination`.
std::iota(total_sample_idxs_.begin(), total_sample_idxs_.end(), 0);
}
size_t CombinationSampler::MaxNumSamples() {
return NChooseK(total_sample_idxs_.size(), num_samples_);
}
std::vector<size_t> CombinationSampler::Sample() {
std::vector<size_t> sampled_idxs(num_samples_);
for (size_t i = 0; i < num_samples_; ++i) {
sampled_idxs[i] = total_sample_idxs_[i];
}
if (!NextCombination(total_sample_idxs_.begin(),
total_sample_idxs_.begin() + num_samples_,
total_sample_idxs_.end())) {
// Reached all possible combinations, so reset to original state.
// Note that the samples must be in increasing order for `NextCombination`.
std::iota(total_sample_idxs_.begin(), total_sample_idxs_.end(), 0);
}
return sampled_idxs;
}
} // namespace colmap