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Jungfraujoch/image_analysis/indexing/EigenRefine.h
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2025-09-08 20:28:59 +02:00

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// SPDX-FileCopyrightText: 2025 Filip Leonarski, Paul Scherrer Institute <filip.leonarski@psi.ch>
// SPDX-License-Identifier: GPL-3.0-only
#ifndef JFJOCH_EIGENREFINE_H
#define JFJOCH_EIGENREFINE_H
#include <vector>
#include <optional>
#include "../common/CrystalLattice.h"
#include <ffbidx/refine.h>
struct RefineParameters {
int64_t viable_cell_min_spots;
float dist_tolerance_vs_reference;
std::optional<UnitCell> reference_unit_cell;
float min_length_A;
float max_length_A;
float indexing_tolerance;
};
inline std::vector<CrystalLattice> Refine(const std::vector<Coord> &in_spots,
size_t nspots,
Eigen::MatrixX3<float> &oCell,
Eigen::VectorX<float> &scores,
RefineParameters &p) {
using M3x = Eigen::MatrixX3<float>;
std::vector<CrystalLattice> ret;
Eigen::MatrixX3<float> spots(in_spots.size(), 3u);
for (int i = 0; i < in_spots.size(); i++) {
spots(i, 0u) = in_spots[i].x;
spots(i, 1u) = in_spots[i].y;
spots(i, 2u) = in_spots[i].z;
}
fast_feedback::refine::config_ifssr<float> cifssr{
.min_spots = static_cast<uint32_t>(p.viable_cell_min_spots)
};
fast_feedback::refine::indexer_ifssr<float>::refine(spots.topRows(nspots), oCell, scores, cifssr);
// Select cell that explains most spots
int64_t max_indexed_spot_count = 0;
float min_score = -1;
int64_t id = -1;
for (int i = 0; i < scores.size(); i++) {
Eigen::Vector3f row_norms = oCell.block(3u * i, 0u, 3u, 3u).rowwise().norm();
// Check for distance vs. reference unit cell
if (p.reference_unit_cell) {
// Compare edge lengths up to 5% deviation, permutation-invariant
std::array<float, 3> obs = {row_norms(0), row_norms(1), row_norms(2)};
std::array<float, 3> ref = {
static_cast<float>(p.reference_unit_cell->a),
static_cast<float>(p.reference_unit_cell->b),
static_cast<float>(p.reference_unit_cell->c)
};
std::sort(obs.begin(), obs.end());
std::sort(ref.begin(), ref.end());
bool lengths_ok = true;
for (int k = 0; k < 3; ++k) {
// Guard against zero/near-zero reference values
const float denom = std::max(ref[k], 1e-6f);
const float rel_dev = std::abs(obs[k] - ref[k]) / denom;
if (rel_dev > p.dist_tolerance_vs_reference) {
lengths_ok = false;
break;
}
}
if (!lengths_ok) continue;
} else {
// Don't include lattices with weird lengths (only if no reference unit cell)
if (row_norms.minCoeff() < p.min_length_A || row_norms.maxCoeff() > p.max_length_A)
continue;
}
// Count spots that match indexing tolerance
auto cell = oCell.block(3u * i, 0u, 3u, 3u);
M3x resid = spots.topRows(nspots) * cell.transpose();
const M3x miller = round(resid.array());
resid -= miller;
int64_t indexed_spot_count = (resid.rowwise().norm().array() < p.indexing_tolerance).count();
if (indexed_spot_count > max_indexed_spot_count) {
max_indexed_spot_count = indexed_spot_count;
min_score = scores(i);
id = i;
} if (indexed_spot_count == max_indexed_spot_count && scores(i) < min_score) {
min_score = scores(i);
id = i;
}
}
if (id == -1)
return {};
auto cell = oCell.block(3u * id, 0u, 3u, 3u);
fast_feedback::refine::make_right_handed(cell);
return { CrystalLattice(
Coord(cell(0,0), cell(0,1), cell(0,2)),
Coord(cell(1,0), cell(1,1), cell(1,2)),
Coord(cell(2,0), cell(2,1), cell(2,2))
)};
}
#endif //JFJOCH_EIGENREFINE_H