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MAINT: add global translation minimal solver.
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cpp/src/DO/Sara/MultiViewGeometry/MinimalSolvers/AbsoluteTranslationSolver.hpp
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// ========================================================================== // | ||
// This file is part of Sara, a basic set of libraries in C++ for computer | ||
// vision. | ||
// | ||
// Copyright (C) 2024-present David Ok <[email protected]> | ||
// | ||
// This Source Code Form is subject to the terms of the Mozilla Public | ||
// License v. 2.0. If a copy of the MPL was not distributed with this file, | ||
// you can obtain one at http://mozilla.org/MPL/2.0/. | ||
// ========================================================================== // | ||
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#pragma once | ||
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#include <Eigen/Dense> | ||
#include <Eigen/Eigen> | ||
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namespace DO::Sara { | ||
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//! @brief Two-point solver that solves the absolute translation given a known | ||
//! absolute rotaton. | ||
//! | ||
//! Turns out to be very basic... | ||
template <typename T> | ||
struct AbsoluteTranslationSolver | ||
{ | ||
static constexpr auto num_points = 2; | ||
static constexpr auto num_models = 1; | ||
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using model_type = Eigen::Vector3<T>; | ||
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//! @brief Inputs are rotated world scene points and the backprojected rays. | ||
auto operator()(const Eigen::Matrix<T, 3, 2>& Rx, | ||
const Eigen::Matrix<T, 3, 2>& y) const -> model_type | ||
{ | ||
const auto x0 = Rx.col(0); | ||
const auto x1 = Rx.col(1); | ||
const auto y0 = y.col(0); | ||
const auto y1 = y.col(1); | ||
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static const auto I3 = Eigen::Matrix3<T>::Identity(); | ||
static const auto O3 = Eigen::Vector3<T>::Zero(); | ||
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auto A = Eigen::Matrix<T, 6, 5>{}; | ||
A.template topRows<3>() << I3, y0, O3; | ||
A.template bottomRows<3>() << I3, O3, y1; | ||
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auto b = Eigen::Vector<T, 6>{}; | ||
b << x0, x1; | ||
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return A.template colPivHouseholderQr().solve(b); | ||
} | ||
}; | ||
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} // namespace DO::Sara | ||
#pragma once |
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cpp/src/DO/Sara/MultiViewGeometry/MinimalSolvers/SevenPointAlgorithm.cpp
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// ========================================================================== // | ||
// This file is part of Sara, a basic set of libraries in C++ for computer | ||
// vision. | ||
// | ||
// Copyright (C) 2024-present David Ok <[email protected]> | ||
// | ||
// This Source Code Form is subject to the terms of the Mozilla Public | ||
// License v. 2.0. If a copy of the MPL was not distributed with this file, | ||
// you can obtain one at http://mozilla.org/MPL/2.0/. | ||
// ========================================================================== // | ||
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#include <DO/Sara/MultiViewGeometry/MinimalSolvers/SevenPointAlgorithm.hpp> | ||
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cpp/src/DO/Sara/MultiViewGeometry/MinimalSolvers/SevenPointAlgorithm.hpp
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// ========================================================================== // | ||
// This file is part of Sara, a basic set of libraries in C++ for computer | ||
// vision. | ||
// | ||
// Copyright (C) 2024-present David Ok <[email protected]> | ||
// | ||
// This Source Code Form is subject to the terms of the Mozilla Public | ||
// License v. 2.0. If a copy of the MPL was not distributed with this file, | ||
// you can obtain one at http://mozilla.org/MPL/2.0/. | ||
// ========================================================================== // | ||
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#pragma once | ||
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#include <DO/Sara/Defines.hpp> | ||
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