// Copyright (c) 2022, ETH Zurich and UNC Chapel Hill. // All rights reserved. // // Redistribution and use in source and binary forms, with or without // modification, are permitted provided that the following conditions are met: // // * Redistributions of source code must retain the above copyright // notice, this list of conditions and the following disclaimer. // // * Redistributions in binary form must reproduce the above copyright // notice, this list of conditions and the following disclaimer in the // documentation and/or other materials provided with the distribution. // // * Neither the name of ETH Zurich and UNC Chapel Hill nor the names of // its contributors may be used to endorse or promote products derived // from this software without specific prior written permission. // // THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" // AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE // IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE // ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDERS OR CONTRIBUTORS BE // LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR // CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF // SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS // INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN // CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) // ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE // POSSIBILITY OF SUCH DAMAGE. // // Author: Johannes L. Schoenberger (jsch-at-demuc-dot-de) #include "retrieval/geometry.h" namespace colmap { namespace retrieval { FeatureGeometryTransform FeatureGeometry::TransformFromMatch( const FeatureGeometry& feature1, const FeatureGeometry& feature2) { FeatureGeometryTransform tform; tform.scale = feature2.scale / feature1.scale; tform.angle = feature2.orientation - feature1.orientation; const float sin_angle = std::sin(tform.angle); const float cos_angle = std::cos(tform.angle); Eigen::Matrix2f R; R << cos_angle, -sin_angle, sin_angle, cos_angle; const Eigen::Vector2f t = Eigen::Vector2f(feature2.x, feature2.y) - tform.scale * R * Eigen::Vector2f(feature1.x, feature1.y); tform.tx = t.x(); tform.ty = t.y(); return tform; } Eigen::Matrix FeatureGeometry::TransformMatrixFromMatch( const FeatureGeometry& feature1, const FeatureGeometry& feature2) { Eigen::Matrix T; const float scale = feature2.scale / feature1.scale; const float angle = feature2.orientation - feature1.orientation; const float sin_angle = std::sin(angle); const float cos_angle = std::cos(angle); T.leftCols<2>() << cos_angle, -sin_angle, sin_angle, cos_angle; T.leftCols<2>() *= scale; T.rightCols<1>() = Eigen::Vector2f(feature2.x, feature2.y) - T.leftCols<2>() * Eigen::Vector2f(feature1.x, feature1.y); return T; } float FeatureGeometry::GetArea() const { return 1.0f / std::sqrt(4.0f / (scale * scale * scale * scale)); } float FeatureGeometry::GetAreaUnderTransform(const Eigen::Matrix2f& A) const { const Eigen::Matrix2f M = Eigen::Matrix2f::Identity() / (scale * scale); const Eigen::Matrix2f N = A.transpose() * M * A; const float B = N(1, 0) + N(0, 1); return 1.0f / std::sqrt(4.0f * N(0, 0) * N(1, 1) - B * B); } } // namespace retrieval } // namespace colmap