From 22fce9e136d7f733ade40db0cfee89a92c687c0e Mon Sep 17 00:00:00 2001 From: MediaPipe Team Date: Wed, 1 Mar 2023 10:57:33 -0800 Subject: [PATCH] migrate mediapipe/modules/face_geometry to mediapipe/tasks PiperOrigin-RevId: 513284254 --- .../tasks/cc/vision/face_geometry/data/BUILD | 59 + .../data/canonical_face_model.fbx | Bin 0 -> 41968 bytes .../data/canonical_face_model.obj | 1834 ++++++ .../canonical_face_model_uv_visualization.png | Bin 0 -> 748751 bytes ...geometry_pipeline_metadata_detection.pbtxt | 78 + ...geometry_pipeline_metadata_landmarks.pbtxt | 5086 +++++++++++++++++ .../tasks/cc/vision/face_geometry/libs/BUILD | 80 + .../face_geometry/libs/geometry_pipeline.cc | 471 ++ .../face_geometry/libs/geometry_pipeline.h | 69 + .../face_geometry/libs/mesh_3d_utils.cc | 103 + .../vision/face_geometry/libs/mesh_3d_utils.h | 51 + .../face_geometry/libs/procrustes_solver.cc | 264 + .../face_geometry/libs/procrustes_solver.h | 70 + .../face_geometry/libs/validation_utils.cc | 127 + .../face_geometry/libs/validation_utils.h | 70 + .../tasks/cc/vision/face_geometry/proto/BUILD | 46 + .../face_geometry/proto/environment.proto | 84 + .../face_geometry/proto/face_geometry.proto | 60 + .../proto/geometry_pipeline_metadata.proto | 63 + .../vision/face_geometry/proto/mesh_3d.proto | 41 + 20 files changed, 8656 insertions(+) create mode 100644 mediapipe/tasks/cc/vision/face_geometry/data/BUILD create mode 100644 mediapipe/tasks/cc/vision/face_geometry/data/canonical_face_model.fbx create mode 100644 mediapipe/tasks/cc/vision/face_geometry/data/canonical_face_model.obj create mode 100644 mediapipe/tasks/cc/vision/face_geometry/data/canonical_face_model_uv_visualization.png create mode 100644 mediapipe/tasks/cc/vision/face_geometry/data/geometry_pipeline_metadata_detection.pbtxt create mode 100644 mediapipe/tasks/cc/vision/face_geometry/data/geometry_pipeline_metadata_landmarks.pbtxt create mode 100644 mediapipe/tasks/cc/vision/face_geometry/libs/BUILD create mode 100644 mediapipe/tasks/cc/vision/face_geometry/libs/geometry_pipeline.cc create mode 100644 mediapipe/tasks/cc/vision/face_geometry/libs/geometry_pipeline.h create mode 100644 mediapipe/tasks/cc/vision/face_geometry/libs/mesh_3d_utils.cc create mode 100644 mediapipe/tasks/cc/vision/face_geometry/libs/mesh_3d_utils.h create mode 100644 mediapipe/tasks/cc/vision/face_geometry/libs/procrustes_solver.cc create mode 100644 mediapipe/tasks/cc/vision/face_geometry/libs/procrustes_solver.h create mode 100644 mediapipe/tasks/cc/vision/face_geometry/libs/validation_utils.cc create mode 100644 mediapipe/tasks/cc/vision/face_geometry/libs/validation_utils.h create mode 100644 mediapipe/tasks/cc/vision/face_geometry/proto/BUILD create mode 100644 mediapipe/tasks/cc/vision/face_geometry/proto/environment.proto create mode 100644 mediapipe/tasks/cc/vision/face_geometry/proto/face_geometry.proto create mode 100644 mediapipe/tasks/cc/vision/face_geometry/proto/geometry_pipeline_metadata.proto create mode 100644 mediapipe/tasks/cc/vision/face_geometry/proto/mesh_3d.proto diff --git a/mediapipe/tasks/cc/vision/face_geometry/data/BUILD b/mediapipe/tasks/cc/vision/face_geometry/data/BUILD new file mode 100644 index 000000000..19dc5a584 --- /dev/null +++ b/mediapipe/tasks/cc/vision/face_geometry/data/BUILD @@ -0,0 +1,59 @@ +# Copyright 2023 The MediaPipe Authors. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +load("//mediapipe/framework:encode_binary_proto.bzl", "encode_binary_proto") + +licenses(["notice"]) + +package(default_visibility = ["//visibility:public"]) + +encode_binary_proto( + name = "geometry_pipeline_metadata_detection", + input = "geometry_pipeline_metadata_detection.pbtxt", + message_type = "mediapipe.tasks.vision.face_geometry.proto.GeometryPipelineMetadata", + output = "geometry_pipeline_metadata_detection.binarypb", + deps = [ + "//mediapipe/tasks/cc/vision/face_geometry/proto:geometry_pipeline_metadata_proto", + ], +) + +encode_binary_proto( + name = "geometry_pipeline_metadata_landmarks", + input = "geometry_pipeline_metadata_landmarks.pbtxt", + message_type = "mediapipe.tasks.vision.face_geometry.proto.GeometryPipelineMetadata", + output = "geometry_pipeline_metadata_landmarks.binarypb", + deps = [ + "//mediapipe/tasks/cc/vision/face_geometry/proto:geometry_pipeline_metadata_proto", + ], +) + +# For backward-compatibility reasons, generate `geometry_pipeline_metadata.binarypb` from +# the `geometry_pipeline_metadata_landmarks.pbtxt` definition. +encode_binary_proto( + name = "geometry_pipeline_metadata", + input = "geometry_pipeline_metadata_landmarks.pbtxt", + message_type = "mediapipe.tasks.vision.face_geometry.proto.GeometryPipelineMetadata", + output = "geometry_pipeline_metadata.binarypb", + deps = [ + "//mediapipe/tasks/cc/vision/face_geometry/proto:geometry_pipeline_metadata_proto", + ], +) + +# These canonical face model files are not meant to be used in runtime, but rather for asset +# creation and/or reference. +exports_files([ + "canonical_face_model.fbx", + "canonical_face_model.obj", + "canonical_face_model_uv_visualization.png", +]) diff --git a/mediapipe/tasks/cc/vision/face_geometry/data/canonical_face_model.fbx b/mediapipe/tasks/cc/vision/face_geometry/data/canonical_face_model.fbx new file mode 100644 index 0000000000000000000000000000000000000000..8e9d24ac964aebc4c74e192532feff88a5812e70 GIT binary patch literal 41968 zcmd3OcU)6R_qVPEE2yZ5G!+n~3Mie#j&ud3C`E)2BP9@OAS8+f3q^Vlt29vr0Tt;Y 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zB$=~}xFBdT&7rj*|LVG;d^IRE?{_y7o*B9bA8uZ!W|)SqC(P#7JbSz(7UJj)_ve~{ zUp+3Y@(_<)xu)jjAQ(bzF#9g39X?N6Z*hURRf! zsZm}pH=0$Yy#6NZ*X0#S@b9m}7q6=d +#include +#include +#include +#include + +#include "Eigen/Core" +#include "absl/memory/memory.h" +#include "mediapipe/framework/formats/landmark.pb.h" +#include "mediapipe/framework/formats/matrix.h" +#include "mediapipe/framework/formats/matrix_data.pb.h" +#include "mediapipe/framework/port/ret_check.h" +#include "mediapipe/framework/port/status.h" +#include "mediapipe/framework/port/status_macros.h" +#include "mediapipe/framework/port/statusor.h" +#include "mediapipe/tasks/cc/vision/face_geometry/libs/mesh_3d_utils.h" +#include "mediapipe/tasks/cc/vision/face_geometry/libs/procrustes_solver.h" +#include "mediapipe/tasks/cc/vision/face_geometry/libs/validation_utils.h" +#include "mediapipe/tasks/cc/vision/face_geometry/proto/environment.pb.h" +#include "mediapipe/tasks/cc/vision/face_geometry/proto/face_geometry.pb.h" +#include "mediapipe/tasks/cc/vision/face_geometry/proto/geometry_pipeline_metadata.pb.h" +#include "mediapipe/tasks/cc/vision/face_geometry/proto/mesh_3d.pb.h" + +namespace mediapipe::tasks::vision::face_geometry { +namespace { + +struct PerspectiveCameraFrustum { + // NOTE: all arguments must be validated prior to calling this constructor. + PerspectiveCameraFrustum(const proto::PerspectiveCamera& perspective_camera, + int frame_width, int frame_height) { + static constexpr float kDegreesToRadians = 3.14159265358979323846f / 180.f; + + const float height_at_near = + 2.f * perspective_camera.near() * + std::tan(0.5f * kDegreesToRadians * + perspective_camera.vertical_fov_degrees()); + + const float width_at_near = frame_width * height_at_near / frame_height; + + left = -0.5f * width_at_near; + right = 0.5f * width_at_near; + bottom = -0.5f * height_at_near; + top = 0.5f * height_at_near; + near = perspective_camera.near(); + far = perspective_camera.far(); + } + + float left; + float right; + float bottom; + float top; + float near; + float far; +}; + +class ScreenToMetricSpaceConverter { + public: + ScreenToMetricSpaceConverter( + proto::OriginPointLocation origin_point_location, // + proto::InputSource input_source, // + Eigen::Matrix3Xf&& canonical_metric_landmarks, // + Eigen::VectorXf&& landmark_weights, // + std::unique_ptr procrustes_solver) + : origin_point_location_(origin_point_location), + input_source_(input_source), + canonical_metric_landmarks_(std::move(canonical_metric_landmarks)), + landmark_weights_(std::move(landmark_weights)), + procrustes_solver_(std::move(procrustes_solver)) {} + + // Converts `screen_landmark_list` into `metric_landmark_list` and estimates + // the `pose_transform_mat`. + // + // Here's the algorithm summary: + // + // (1) Project X- and Y- screen landmark coordinates at the Z near plane. + // + // (2) Estimate a canonical-to-runtime landmark set scale by running the + // Procrustes solver using the screen runtime landmarks. + // + // On this iteration, screen landmarks are used instead of unprojected + // metric landmarks as it is not safe to unproject due to the relative + // nature of the input screen landmark Z coordinate. + // + // (3) Use the canonical-to-runtime scale from (2) to unproject the screen + // landmarks. The result is referenced as "intermediate landmarks" because + // they are the first estimation of the resuling metric landmarks, but are + // not quite there yet. + // + // (4) Estimate a canonical-to-runtime landmark set scale by running the + // Procrustes solver using the intermediate runtime landmarks. + // + // (5) Use the product of the scale factors from (2) and (4) to unproject + // the screen landmarks the second time. This is the second and the final + // estimation of the metric landmarks. + // + // (6) Multiply each of the metric landmarks by the inverse pose + // transformation matrix to align the runtime metric face landmarks with + // the canonical metric face landmarks. + // + // Note: the input screen landmarks are in the left-handed coordinate system, + // however any metric landmarks - including the canonical metric + // landmarks, the final runtime metric landmarks and any intermediate + // runtime metric landmarks - are in the right-handed coordinate system. + // + // To keep the logic correct, the landmark set handedness is changed any + // time the screen-to-metric semantic barrier is passed. + absl::Status Convert( + const mediapipe::NormalizedLandmarkList& screen_landmark_list, // + const PerspectiveCameraFrustum& pcf, // + mediapipe::LandmarkList& metric_landmark_list, // + Eigen::Matrix4f& pose_transform_mat) const { + RET_CHECK_EQ(screen_landmark_list.landmark_size(), + canonical_metric_landmarks_.cols()) + << "The number of landmarks doesn't match the number passed upon " + "initialization!"; + + Eigen::Matrix3Xf screen_landmarks; + ConvertLandmarkListToEigenMatrix(screen_landmark_list, screen_landmarks); + + ProjectXY(pcf, screen_landmarks); + const float depth_offset = screen_landmarks.row(2).mean(); + + // 1st iteration: don't unproject XY because it's unsafe to do so due to + // the relative nature of the Z coordinate. Instead, run the + // first estimation on the projected XY and use that scale to + // unproject for the 2nd iteration. + Eigen::Matrix3Xf intermediate_landmarks(screen_landmarks); + ChangeHandedness(intermediate_landmarks); + + ASSIGN_OR_RETURN(const float first_iteration_scale, + EstimateScale(intermediate_landmarks), + _ << "Failed to estimate first iteration scale!"); + + // 2nd iteration: unproject XY using the scale from the 1st iteration. + intermediate_landmarks = screen_landmarks; + MoveAndRescaleZ(pcf, depth_offset, first_iteration_scale, + intermediate_landmarks); + UnprojectXY(pcf, intermediate_landmarks); + ChangeHandedness(intermediate_landmarks); + + // For face detection input landmarks, re-write Z-coord from the canonical + // landmarks. + if (input_source_ == proto::InputSource::FACE_DETECTION_PIPELINE) { + Eigen::Matrix4f intermediate_pose_transform_mat; + MP_RETURN_IF_ERROR(procrustes_solver_->SolveWeightedOrthogonalProblem( + canonical_metric_landmarks_, intermediate_landmarks, + landmark_weights_, intermediate_pose_transform_mat)) + << "Failed to estimate pose transform matrix!"; + + intermediate_landmarks.row(2) = + (intermediate_pose_transform_mat * + canonical_metric_landmarks_.colwise().homogeneous()) + .row(2); + } + ASSIGN_OR_RETURN(const float second_iteration_scale, + EstimateScale(intermediate_landmarks), + _ << "Failed to estimate second iteration scale!"); + + // Use the total scale to unproject the screen landmarks. + const float total_scale = first_iteration_scale * second_iteration_scale; + MoveAndRescaleZ(pcf, depth_offset, total_scale, screen_landmarks); + UnprojectXY(pcf, screen_landmarks); + ChangeHandedness(screen_landmarks); + + // At this point, screen landmarks are converted into metric landmarks. + Eigen::Matrix3Xf& metric_landmarks = screen_landmarks; + + MP_RETURN_IF_ERROR(procrustes_solver_->SolveWeightedOrthogonalProblem( + canonical_metric_landmarks_, metric_landmarks, landmark_weights_, + pose_transform_mat)) + << "Failed to estimate pose transform matrix!"; + + // For face detection input landmarks, re-write Z-coord from the canonical + // landmarks and run the pose transform estimation again. + if (input_source_ == proto::InputSource::FACE_DETECTION_PIPELINE) { + metric_landmarks.row(2) = + (pose_transform_mat * + canonical_metric_landmarks_.colwise().homogeneous()) + .row(2); + + MP_RETURN_IF_ERROR(procrustes_solver_->SolveWeightedOrthogonalProblem( + canonical_metric_landmarks_, metric_landmarks, landmark_weights_, + pose_transform_mat)) + << "Failed to estimate pose transform matrix!"; + } + + // Multiply each of the metric landmarks by the inverse pose + // transformation matrix to align the runtime metric face landmarks with + // the canonical metric face landmarks. + metric_landmarks = (pose_transform_mat.inverse() * + metric_landmarks.colwise().homogeneous()) + .topRows(3); + + ConvertEigenMatrixToLandmarkList(metric_landmarks, metric_landmark_list); + + return absl::OkStatus(); + } + + private: + void ProjectXY(const PerspectiveCameraFrustum& pcf, + Eigen::Matrix3Xf& landmarks) const { + float x_scale = pcf.right - pcf.left; + float y_scale = pcf.top - pcf.bottom; + float x_translation = pcf.left; + float y_translation = pcf.bottom; + + if (origin_point_location_ == proto::OriginPointLocation::TOP_LEFT_CORNER) { + landmarks.row(1) = 1.f - landmarks.row(1).array(); + } + + landmarks = + landmarks.array().colwise() * Eigen::Array3f(x_scale, y_scale, x_scale); + landmarks.colwise() += Eigen::Vector3f(x_translation, y_translation, 0.f); + } + + absl::StatusOr EstimateScale(Eigen::Matrix3Xf& landmarks) const { + Eigen::Matrix4f transform_mat; + MP_RETURN_IF_ERROR(procrustes_solver_->SolveWeightedOrthogonalProblem( + canonical_metric_landmarks_, landmarks, landmark_weights_, + transform_mat)) + << "Failed to estimate canonical-to-runtime landmark set transform!"; + + return transform_mat.col(0).norm(); + } + + static void MoveAndRescaleZ(const PerspectiveCameraFrustum& pcf, + float depth_offset, float scale, + Eigen::Matrix3Xf& landmarks) { + landmarks.row(2) = + (landmarks.array().row(2) - depth_offset + pcf.near) / scale; + } + + static void UnprojectXY(const PerspectiveCameraFrustum& pcf, + Eigen::Matrix3Xf& landmarks) { + landmarks.row(0) = + landmarks.row(0).cwiseProduct(landmarks.row(2)) / pcf.near; + landmarks.row(1) = + landmarks.row(1).cwiseProduct(landmarks.row(2)) / pcf.near; + } + + static void ChangeHandedness(Eigen::Matrix3Xf& landmarks) { + landmarks.row(2) *= -1.f; + } + + static void ConvertLandmarkListToEigenMatrix( + const mediapipe::NormalizedLandmarkList& landmark_list, + Eigen::Matrix3Xf& eigen_matrix) { + eigen_matrix = Eigen::Matrix3Xf(3, landmark_list.landmark_size()); + for (int i = 0; i < landmark_list.landmark_size(); ++i) { + const auto& landmark = landmark_list.landmark(i); + eigen_matrix(0, i) = landmark.x(); + eigen_matrix(1, i) = landmark.y(); + eigen_matrix(2, i) = landmark.z(); + } + } + + static void ConvertEigenMatrixToLandmarkList( + const Eigen::Matrix3Xf& eigen_matrix, + mediapipe::LandmarkList& landmark_list) { + landmark_list.Clear(); + + for (int i = 0; i < eigen_matrix.cols(); ++i) { + auto& landmark = *landmark_list.add_landmark(); + landmark.set_x(eigen_matrix(0, i)); + landmark.set_y(eigen_matrix(1, i)); + landmark.set_z(eigen_matrix(2, i)); + } + } + + const proto::OriginPointLocation origin_point_location_; + const proto::InputSource input_source_; + Eigen::Matrix3Xf canonical_metric_landmarks_; + Eigen::VectorXf landmark_weights_; + + std::unique_ptr procrustes_solver_; +}; + +class GeometryPipelineImpl : public GeometryPipeline { + public: + GeometryPipelineImpl( + const proto::PerspectiveCamera& perspective_camera, // + const proto::Mesh3d& canonical_mesh, // + uint32_t canonical_mesh_vertex_size, // + uint32_t canonical_mesh_num_vertices, + uint32_t canonical_mesh_vertex_position_offset, + std::unique_ptr space_converter) + : perspective_camera_(perspective_camera), + canonical_mesh_(canonical_mesh), + canonical_mesh_vertex_size_(canonical_mesh_vertex_size), + canonical_mesh_num_vertices_(canonical_mesh_num_vertices), + canonical_mesh_vertex_position_offset_( + canonical_mesh_vertex_position_offset), + space_converter_(std::move(space_converter)) {} + + absl::StatusOr> EstimateFaceGeometry( + const std::vector& + multi_face_landmarks, + int frame_width, int frame_height) const override { + MP_RETURN_IF_ERROR(ValidateFrameDimensions(frame_width, frame_height)) + << "Invalid frame dimensions!"; + + // Create a perspective camera frustum to be shared for geometry estimation + // per each face. + PerspectiveCameraFrustum pcf(perspective_camera_, frame_width, + frame_height); + + std::vector multi_face_geometry; + + // From this point, the meaning of "face landmarks" is clarified further as + // "screen face landmarks". This is done do distinguish from "metric face + // landmarks" that are derived during the face geometry estimation process. + for (const mediapipe::NormalizedLandmarkList& screen_face_landmarks : + multi_face_landmarks) { + // Having a too compact screen landmark list will result in numerical + // instabilities, therefore such faces are filtered. + if (IsScreenLandmarkListTooCompact(screen_face_landmarks)) { + continue; + } + + // Convert the screen landmarks into the metric landmarks and get the pose + // transformation matrix. + mediapipe::LandmarkList metric_face_landmarks; + Eigen::Matrix4f pose_transform_mat; + MP_RETURN_IF_ERROR(space_converter_->Convert(screen_face_landmarks, pcf, + metric_face_landmarks, + pose_transform_mat)) + << "Failed to convert landmarks from the screen to the metric space!"; + + // Pack geometry data for this face. + proto::FaceGeometry face_geometry; + proto::Mesh3d* mutable_mesh = face_geometry.mutable_mesh(); + // Copy the canonical face mesh as the face geometry mesh. + mutable_mesh->CopyFrom(canonical_mesh_); + // Replace XYZ vertex mesh coodinates with the metric landmark positions. + for (int i = 0; i < canonical_mesh_num_vertices_; ++i) { + uint32_t vertex_buffer_offset = canonical_mesh_vertex_size_ * i + + canonical_mesh_vertex_position_offset_; + + mutable_mesh->set_vertex_buffer(vertex_buffer_offset, + metric_face_landmarks.landmark(i).x()); + mutable_mesh->set_vertex_buffer(vertex_buffer_offset + 1, + metric_face_landmarks.landmark(i).y()); + mutable_mesh->set_vertex_buffer(vertex_buffer_offset + 2, + metric_face_landmarks.landmark(i).z()); + } + // Populate the face pose transformation matrix. + mediapipe::MatrixDataProtoFromMatrix( + pose_transform_mat, face_geometry.mutable_pose_transform_matrix()); + + multi_face_geometry.push_back(face_geometry); + } + + return multi_face_geometry; + } + + private: + static bool IsScreenLandmarkListTooCompact( + const mediapipe::NormalizedLandmarkList& screen_landmarks) { + float mean_x = 0.f; + float mean_y = 0.f; + for (int i = 0; i < screen_landmarks.landmark_size(); ++i) { + const auto& landmark = screen_landmarks.landmark(i); + mean_x += (landmark.x() - mean_x) / static_cast(i + 1); + mean_y += (landmark.y() - mean_y) / static_cast(i + 1); + } + + float max_sq_dist = 0.f; + for (const auto& landmark : screen_landmarks.landmark()) { + const float d_x = landmark.x() - mean_x; + const float d_y = landmark.y() - mean_y; + max_sq_dist = std::max(max_sq_dist, d_x * d_x + d_y * d_y); + } + + static constexpr float kIsScreenLandmarkListTooCompactThreshold = 1e-3f; + return std::sqrt(max_sq_dist) <= kIsScreenLandmarkListTooCompactThreshold; + } + + const proto::PerspectiveCamera perspective_camera_; + const proto::Mesh3d canonical_mesh_; + const uint32_t canonical_mesh_vertex_size_; + const uint32_t canonical_mesh_num_vertices_; + const uint32_t canonical_mesh_vertex_position_offset_; + + std::unique_ptr space_converter_; +}; + +} // namespace + +absl::StatusOr> CreateGeometryPipeline( + const proto::Environment& environment, + const proto::GeometryPipelineMetadata& metadata) { + MP_RETURN_IF_ERROR(ValidateEnvironment(environment)) + << "Invalid environment!"; + MP_RETURN_IF_ERROR(ValidateGeometryPipelineMetadata(metadata)) + << "Invalid geometry pipeline metadata!"; + + const auto& canonical_mesh = metadata.canonical_mesh(); + RET_CHECK(HasVertexComponent(canonical_mesh.vertex_type(), + VertexComponent::POSITION)) + << "Canonical face mesh must have the `POSITION` vertex component!"; + RET_CHECK(HasVertexComponent(canonical_mesh.vertex_type(), + VertexComponent::TEX_COORD)) + << "Canonical face mesh must have the `TEX_COORD` vertex component!"; + + uint32_t canonical_mesh_vertex_size = + GetVertexSize(canonical_mesh.vertex_type()); + uint32_t canonical_mesh_num_vertices = + canonical_mesh.vertex_buffer_size() / canonical_mesh_vertex_size; + uint32_t canonical_mesh_vertex_position_offset = + GetVertexComponentOffset(canonical_mesh.vertex_type(), + VertexComponent::POSITION) + .value(); + + // Put the Procrustes landmark basis into Eigen matrices for an easier access. + Eigen::Matrix3Xf canonical_metric_landmarks = + Eigen::Matrix3Xf::Zero(3, canonical_mesh_num_vertices); + Eigen::VectorXf landmark_weights = + Eigen::VectorXf::Zero(canonical_mesh_num_vertices); + + for (int i = 0; i < canonical_mesh_num_vertices; ++i) { + uint32_t vertex_buffer_offset = + canonical_mesh_vertex_size * i + canonical_mesh_vertex_position_offset; + + canonical_metric_landmarks(0, i) = + canonical_mesh.vertex_buffer(vertex_buffer_offset); + canonical_metric_landmarks(1, i) = + canonical_mesh.vertex_buffer(vertex_buffer_offset + 1); + canonical_metric_landmarks(2, i) = + canonical_mesh.vertex_buffer(vertex_buffer_offset + 2); + } + + for (const proto::WeightedLandmarkRef& wlr : + metadata.procrustes_landmark_basis()) { + uint32_t landmark_id = wlr.landmark_id(); + landmark_weights(landmark_id) = wlr.weight(); + } + + std::unique_ptr result = + absl::make_unique( + environment.perspective_camera(), canonical_mesh, + canonical_mesh_vertex_size, canonical_mesh_num_vertices, + canonical_mesh_vertex_position_offset, + absl::make_unique( + environment.origin_point_location(), + metadata.input_source() == proto::InputSource::DEFAULT + ? proto::InputSource::FACE_LANDMARK_PIPELINE + : metadata.input_source(), + std::move(canonical_metric_landmarks), + std::move(landmark_weights), + CreateFloatPrecisionProcrustesSolver())); + + return result; +} + +} // namespace mediapipe::tasks::vision::face_geometry diff --git a/mediapipe/tasks/cc/vision/face_geometry/libs/geometry_pipeline.h b/mediapipe/tasks/cc/vision/face_geometry/libs/geometry_pipeline.h new file mode 100644 index 000000000..85a047a54 --- /dev/null +++ b/mediapipe/tasks/cc/vision/face_geometry/libs/geometry_pipeline.h @@ -0,0 +1,69 @@ +// Copyright 2023 The MediaPipe Authors. +// +// Licensed under the Apache License, Version 2.0 (the "License"); +// you may not use this file except in compliance with the License. +// You may obtain a copy of the License at +// +// http://www.apache.org/licenses/LICENSE-2.0 +// +// Unless required by applicable law or agreed to in writing, software +// distributed under the License is distributed on an "AS IS" BASIS, +// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +// See the License for the specific language governing permissions and +// limitations under the License. + +#ifndef MEDIAPIPE_TASKS_CC_VISION_FACE_GEOMETRY_LIBS_GEOMETRY_PIPELINE_H_ +#define MEDIAPIPE_TASKS_CC_VISION_FACE_GEOMETRY_LIBS_GEOMETRY_PIPELINE_H_ + +#include +#include + +#include "mediapipe/framework/formats/landmark.pb.h" +#include "mediapipe/framework/port/statusor.h" +#include "mediapipe/tasks/cc/vision/face_geometry/proto/environment.pb.h" +#include "mediapipe/tasks/cc/vision/face_geometry/proto/face_geometry.pb.h" +#include "mediapipe/tasks/cc/vision/face_geometry/proto/geometry_pipeline_metadata.pb.h" + +namespace mediapipe::tasks::vision::face_geometry { + +// Encapsulates a stateless estimator of facial geometry in a Metric space based +// on the normalized face landmarks in the Screen space. +class GeometryPipeline { + public: + virtual ~GeometryPipeline() = default; + + // Estimates geometry data for multiple faces. + // + // Returns an error status if any of the passed arguments is invalid. + // + // The result includes face geometry data for a subset of the input faces, + // however geometry data for some faces might be missing. This may happen if + // it'd be unstable to estimate the facial geometry based on a corresponding + // face landmark list for any reason (for example, if the landmark list is too + // compact). + // + // Each face landmark list must have the same number of landmarks as was + // passed upon initialization via the canonical face mesh (as a part of the + // geometry pipeline metadata). + // + // Both `frame_width` and `frame_height` must be positive. + virtual absl::StatusOr> EstimateFaceGeometry( + const std::vector& + multi_face_landmarks, + int frame_width, int frame_height) const = 0; +}; + +// Creates an instance of `GeometryPipeline`. +// +// Both `environment` and `metadata` must be valid (for details, please refer to +// the proto message definition comments and/or `validation_utils.h/cc`). +// +// Canonical face mesh (defined as a part of `metadata`) must have the +// `POSITION` and the `TEX_COORD` vertex components. +absl::StatusOr> CreateGeometryPipeline( + const proto::Environment& environment, + const proto::GeometryPipelineMetadata& metadata); + +} // namespace mediapipe::tasks::vision::face_geometry + +#endif // MEDIAPIPE_TASKS_CC_VISION_FACE_GEOMETRY_LIBS_GEOMETRY_PIPELINE_H_ diff --git a/mediapipe/tasks/cc/vision/face_geometry/libs/mesh_3d_utils.cc b/mediapipe/tasks/cc/vision/face_geometry/libs/mesh_3d_utils.cc new file mode 100644 index 000000000..81a1402c9 --- /dev/null +++ b/mediapipe/tasks/cc/vision/face_geometry/libs/mesh_3d_utils.cc @@ -0,0 +1,103 @@ +// Copyright 2023 The MediaPipe Authors. +// +// Licensed under the Apache License, Version 2.0 (the "License"); +// you may not use this file except in compliance with the License. +// You may obtain a copy of the License at +// +// http://www.apache.org/licenses/LICENSE-2.0 +// +// Unless required by applicable law or agreed to in writing, software +// distributed under the License is distributed on an "AS IS" BASIS, +// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +// See the License for the specific language governing permissions and +// limitations under the License. + +#include "mediapipe/tasks/cc/vision/face_geometry/libs/mesh_3d_utils.h" + +#include +#include + +#include "mediapipe/framework/port/ret_check.h" +#include "mediapipe/framework/port/statusor.h" +#include "mediapipe/tasks/cc/vision/face_geometry/proto/mesh_3d.pb.h" + +namespace mediapipe::tasks::vision::face_geometry { +namespace { + +bool HasVertexComponentVertexPT(VertexComponent vertex_component) { + switch (vertex_component) { + case VertexComponent::POSITION: + case VertexComponent::TEX_COORD: + return true; + + default: + return false; + } +} + +uint32_t GetVertexComponentSizeVertexPT(VertexComponent vertex_component) { + switch (vertex_component) { + case VertexComponent::POSITION: + return 3; + case VertexComponent::TEX_COORD: + return 2; + } +} + +uint32_t GetVertexComponentOffsetVertexPT(VertexComponent vertex_component) { + switch (vertex_component) { + case VertexComponent::POSITION: + return 0; + case VertexComponent::TEX_COORD: + return GetVertexComponentSizeVertexPT(VertexComponent::POSITION); + } +} + +} // namespace + +std::size_t GetVertexSize(proto::Mesh3d::VertexType vertex_type) { + switch (vertex_type) { + case proto::Mesh3d::VERTEX_PT: + return GetVertexComponentSizeVertexPT(VertexComponent::POSITION) + + GetVertexComponentSizeVertexPT(VertexComponent::TEX_COORD); + } +} + +std::size_t GetPrimitiveSize(proto::Mesh3d::PrimitiveType primitive_type) { + switch (primitive_type) { + case proto::Mesh3d::TRIANGLE: + return 3; + } +} + +bool HasVertexComponent(proto::Mesh3d::VertexType vertex_type, + VertexComponent vertex_component) { + switch (vertex_type) { + case proto::Mesh3d::VERTEX_PT: + return HasVertexComponentVertexPT(vertex_component); + } +} + +absl::StatusOr GetVertexComponentOffset( + proto::Mesh3d::VertexType vertex_type, VertexComponent vertex_component) { + RET_CHECK(HasVertexComponentVertexPT(vertex_component)) + << "A given vertex type doesn't have the requested component!"; + + switch (vertex_type) { + case proto::Mesh3d::VERTEX_PT: + return GetVertexComponentOffsetVertexPT(vertex_component); + } +} + +absl::StatusOr GetVertexComponentSize( + proto::Mesh3d::VertexType vertex_type, VertexComponent vertex_component) { + RET_CHECK(HasVertexComponentVertexPT(vertex_component)) + << "A given vertex type doesn't have the requested component!"; + + switch (vertex_type) { + case proto::Mesh3d::VERTEX_PT: + return GetVertexComponentSizeVertexPT(vertex_component); + } +} + +} // namespace mediapipe::tasks::vision::face_geometry diff --git a/mediapipe/tasks/cc/vision/face_geometry/libs/mesh_3d_utils.h b/mediapipe/tasks/cc/vision/face_geometry/libs/mesh_3d_utils.h new file mode 100644 index 000000000..934c0cb24 --- /dev/null +++ b/mediapipe/tasks/cc/vision/face_geometry/libs/mesh_3d_utils.h @@ -0,0 +1,51 @@ +// Copyright 2023 The MediaPipe Authors. +// +// Licensed under the Apache License, Version 2.0 (the "License"); +// you may not use this file except in compliance with the License. +// You may obtain a copy of the License at +// +// http://www.apache.org/licenses/LICENSE-2.0 +// +// Unless required by applicable law or agreed to in writing, software +// distributed under the License is distributed on an "AS IS" BASIS, +// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +// See the License for the specific language governing permissions and +// limitations under the License. + +#ifndef MEDIAPIPE_TASKS_CC_VISION_FACE_GEOMETRY_LIBS_MESH_3D_UTILS_H_ +#define MEDIAPIPE_TASKS_CC_VISION_FACE_GEOMETRY_LIBS_MESH_3D_UTILS_H_ + +#include +#include + +#include "mediapipe/framework/port/statusor.h" +#include "mediapipe/tasks/cc/vision/face_geometry/proto/mesh_3d.pb.h" + +namespace mediapipe::tasks::vision::face_geometry { + +enum class VertexComponent { POSITION, TEX_COORD }; + +std::size_t GetVertexSize(proto::Mesh3d::VertexType vertex_type); + +std::size_t GetPrimitiveSize(proto::Mesh3d::PrimitiveType primitive_type); + +bool HasVertexComponent(proto::Mesh3d::VertexType vertex_type, + VertexComponent vertex_component); + +// Computes the vertex component offset. +// +// Returns an error status if a given vertex type doesn't have the requested +// component. +absl::StatusOr GetVertexComponentOffset( + proto::Mesh3d::VertexType vertex_type, VertexComponent vertex_component); + +// Computes the vertex component size. +// +// Returns an error status if a given vertex type doesn't have the requested +// component. +absl::StatusOr GetVertexComponentSize( + proto::Mesh3d::VertexType vertex_type, VertexComponent vertex_component); + +} // namespace mediapipe::tasks::vision::face_geometry + +#endif // MEDIAPIPE_TASKS_CC_VISION_FACE_GEOMETRY_LIBS_MESH_3D_UTILS_H_ diff --git a/mediapipe/tasks/cc/vision/face_geometry/libs/procrustes_solver.cc b/mediapipe/tasks/cc/vision/face_geometry/libs/procrustes_solver.cc new file mode 100644 index 000000000..f25507495 --- /dev/null +++ b/mediapipe/tasks/cc/vision/face_geometry/libs/procrustes_solver.cc @@ -0,0 +1,264 @@ +// Copyright 2023 The MediaPipe Authors. +// +// Licensed under the Apache License, Version 2.0 (the "License"); +// you may not use this file except in compliance with the License. +// You may obtain a copy of the License at +// +// http://www.apache.org/licenses/LICENSE-2.0 +// +// Unless required by applicable law or agreed to in writing, software +// distributed under the License is distributed on an "AS IS" BASIS, +// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +// See the License for the specific language governing permissions and +// limitations under the License. + +#include "mediapipe/tasks/cc/vision/face_geometry/libs/procrustes_solver.h" + +#include +#include + +#include "Eigen/Dense" +#include "absl/memory/memory.h" +#include "mediapipe/framework/port/ret_check.h" +#include "mediapipe/framework/port/status.h" +#include "mediapipe/framework/port/status_macros.h" +#include "mediapipe/framework/port/statusor.h" + +namespace mediapipe::tasks::vision::face_geometry { +namespace { + +class FloatPrecisionProcrustesSolver : public ProcrustesSolver { + public: + FloatPrecisionProcrustesSolver() = default; + + absl::Status SolveWeightedOrthogonalProblem( + const Eigen::Matrix3Xf& source_points, // + const Eigen::Matrix3Xf& target_points, // + const Eigen::VectorXf& point_weights, + Eigen::Matrix4f& transform_mat) const override { + // Validate inputs. + MP_RETURN_IF_ERROR(ValidateInputPoints(source_points, target_points)) + << "Failed to validate weighted orthogonal problem input points!"; + MP_RETURN_IF_ERROR( + ValidatePointWeights(source_points.cols(), point_weights)) + << "Failed to validate weighted orthogonal problem point weights!"; + + // Extract square root from the point weights. + Eigen::VectorXf sqrt_weights = ExtractSquareRoot(point_weights); + + // Try to solve the WEOP problem. + MP_RETURN_IF_ERROR(InternalSolveWeightedOrthogonalProblem( + source_points, target_points, sqrt_weights, transform_mat)) + << "Failed to solve the WEOP problem!"; + + return absl::OkStatus(); + } + + private: + static constexpr float kAbsoluteErrorEps = 1e-9f; + + static absl::Status ValidateInputPoints( + const Eigen::Matrix3Xf& source_points, + const Eigen::Matrix3Xf& target_points) { + RET_CHECK_GT(source_points.cols(), 0) + << "The number of source points must be positive!"; + + RET_CHECK_EQ(source_points.cols(), target_points.cols()) + << "The number of source and target points must be equal!"; + + return absl::OkStatus(); + } + + static absl::Status ValidatePointWeights( + int num_points, const Eigen::VectorXf& point_weights) { + RET_CHECK_GT(point_weights.size(), 0) + << "The number of point weights must be positive!"; + + RET_CHECK_EQ(point_weights.size(), num_points) + << "The number of points and point weights must be equal!"; + + float total_weight = 0.f; + for (int i = 0; i < num_points; ++i) { + RET_CHECK_GE(point_weights(i), 0.f) + << "Each point weight must be non-negative!"; + + total_weight += point_weights(i); + } + + RET_CHECK_GT(total_weight, kAbsoluteErrorEps) + << "The total point weight is too small!"; + + return absl::OkStatus(); + } + + static Eigen::VectorXf ExtractSquareRoot( + const Eigen::VectorXf& point_weights) { + Eigen::VectorXf sqrt_weights(point_weights); + for (int i = 0; i < sqrt_weights.size(); ++i) { + sqrt_weights(i) = std::sqrt(sqrt_weights(i)); + } + + return sqrt_weights; + } + + // Combines a 3x3 rotation-and-scale matrix and a 3x1 translation vector into + // a single 4x4 transformation matrix. + static Eigen::Matrix4f CombineTransformMatrix(const Eigen::Matrix3f& r_and_s, + const Eigen::Vector3f& t) { + Eigen::Matrix4f result = Eigen::Matrix4f::Identity(); + result.leftCols(3).topRows(3) = r_and_s; + result.col(3).topRows(3) = t; + + return result; + } + + // The weighted problem is thoroughly addressed in Section 2.4 of: + // D. Akca, Generalized Procrustes analysis and its applications + // in photogrammetry, 2003, https://doi.org/10.3929/ethz-a-004656648 + // + // Notable differences in the code presented here are: + // + // * In the paper, the weights matrix W_p is Cholesky-decomposed as Q^T Q. + // Our W_p is diagonal (equal to diag(sqrt_weights^2)), + // so we can just set Q = diag(sqrt_weights) instead. + // + // * In the paper, the problem is presented as + // (for W_k = I and W_p = tranposed(Q) Q): + // || Q (c A T + j tranposed(t) - B) || -> min. + // + // We reformulate it as an equivalent minimization of the transpose's + // norm: + // || (c tranposed(T) tranposed(A) - tranposed(B)) tranposed(Q) || -> min, + // where tranposed(A) and tranposed(B) are the source and the target point + // clouds, respectively, c tranposed(T) is the rotation+scaling R sought + // for, and Q is diag(sqrt_weights). + // + // Most of the derivations are therefore transposed. + // + // Note: the output `transform_mat` argument is used instead of `StatusOr<>` + // return type in order to avoid Eigen memory alignment issues. Details: + // https://eigen.tuxfamily.org/dox/group__TopicStructHavingEigenMembers.html + static absl::Status InternalSolveWeightedOrthogonalProblem( + const Eigen::Matrix3Xf& sources, const Eigen::Matrix3Xf& targets, + const Eigen::VectorXf& sqrt_weights, Eigen::Matrix4f& transform_mat) { + // tranposed(A_w). + Eigen::Matrix3Xf weighted_sources = + sources.array().rowwise() * sqrt_weights.array().transpose(); + // tranposed(B_w). + Eigen::Matrix3Xf weighted_targets = + targets.array().rowwise() * sqrt_weights.array().transpose(); + + // w = tranposed(j_w) j_w. + float total_weight = sqrt_weights.cwiseProduct(sqrt_weights).sum(); + + // Let C = (j_w tranposed(j_w)) / (tranposed(j_w) j_w). + // Note that C = tranposed(C), hence (I - C) = tranposed(I - C). + // + // tranposed(A_w) C = tranposed(A_w) j_w tranposed(j_w) / w = + // (tranposed(A_w) j_w) tranposed(j_w) / w = c_w tranposed(j_w), + // + // where c_w = tranposed(A_w) j_w / w is a k x 1 vector calculated here: + Eigen::Matrix3Xf twice_weighted_sources = + weighted_sources.array().rowwise() * sqrt_weights.array().transpose(); + Eigen::Vector3f source_center_of_mass = + twice_weighted_sources.rowwise().sum() / total_weight; + // tranposed((I - C) A_w) = tranposed(A_w) (I - C) = + // tranposed(A_w) - tranposed(A_w) C = tranposed(A_w) - c_w tranposed(j_w). + Eigen::Matrix3Xf centered_weighted_sources = + weighted_sources - source_center_of_mass * sqrt_weights.transpose(); + + Eigen::Matrix3f rotation; + MP_RETURN_IF_ERROR(ComputeOptimalRotation( + weighted_targets * centered_weighted_sources.transpose(), rotation)) + << "Failed to compute the optimal rotation!"; + ASSIGN_OR_RETURN( + float scale, + ComputeOptimalScale(centered_weighted_sources, weighted_sources, + weighted_targets, rotation), + _ << "Failed to compute the optimal scale!"); + + // R = c tranposed(T). + Eigen::Matrix3f rotation_and_scale = scale * rotation; + + // Compute optimal translation for the weighted problem. + + // tranposed(B_w - c A_w T) = tranposed(B_w) - R tranposed(A_w) in (54). + const auto pointwise_diffs = + weighted_targets - rotation_and_scale * weighted_sources; + // Multiplication by j_w is a respectively weighted column sum. + // (54) from the paper. + const auto weighted_pointwise_diffs = + pointwise_diffs.array().rowwise() * sqrt_weights.array().transpose(); + Eigen::Vector3f translation = + weighted_pointwise_diffs.rowwise().sum() / total_weight; + + transform_mat = CombineTransformMatrix(rotation_and_scale, translation); + + return absl::OkStatus(); + } + + // `design_matrix` is a transposed LHS of (51) in the paper. + // + // Note: the output `rotation` argument is used instead of `StatusOr<>` + // return type in order to avoid Eigen memory alignment issues. Details: + // https://eigen.tuxfamily.org/dox/group__TopicStructHavingEigenMembers.html + static absl::Status ComputeOptimalRotation( + const Eigen::Matrix3f& design_matrix, Eigen::Matrix3f& rotation) { + RET_CHECK_GT(design_matrix.norm(), kAbsoluteErrorEps) + << "Design matrix norm is too small!"; + + Eigen::JacobiSVD svd( + design_matrix, Eigen::ComputeFullU | Eigen::ComputeFullV); + + Eigen::Matrix3f postrotation = svd.matrixU(); + Eigen::Matrix3f prerotation = svd.matrixV().transpose(); + + // Disallow reflection by ensuring that det(`rotation`) = +1 (and not -1), + // see "4.6 Constrained orthogonal Procrustes problems" + // in the Gower & Dijksterhuis's book "Procrustes Analysis". + // We flip the sign of the least singular value along with a column in W. + // + // Note that now the sum of singular values doesn't work for scale + // estimation due to this sign flip. + if (postrotation.determinant() * prerotation.determinant() < + static_cast(0)) { + postrotation.col(2) *= static_cast(-1); + } + + // Transposed (52) from the paper. + rotation = postrotation * prerotation; + return absl::OkStatus(); + } + + static absl::StatusOr ComputeOptimalScale( + const Eigen::Matrix3Xf& centered_weighted_sources, + const Eigen::Matrix3Xf& weighted_sources, + const Eigen::Matrix3Xf& weighted_targets, + const Eigen::Matrix3f& rotation) { + // tranposed(T) tranposed(A_w) (I - C). + const auto rotated_centered_weighted_sources = + rotation * centered_weighted_sources; + // Use the identity trace(A B) = sum(A * B^T) + // to avoid building large intermediate matrices (* is Hadamard product). + // (53) from the paper. + float numerator = + rotated_centered_weighted_sources.cwiseProduct(weighted_targets).sum(); + float denominator = + centered_weighted_sources.cwiseProduct(weighted_sources).sum(); + + RET_CHECK_GT(denominator, kAbsoluteErrorEps) + << "Scale expression denominator is too small!"; + RET_CHECK_GT(numerator / denominator, kAbsoluteErrorEps) + << "Scale is too small!"; + + return numerator / denominator; + } +}; + +} // namespace + +std::unique_ptr CreateFloatPrecisionProcrustesSolver() { + return absl::make_unique(); +} + +} // namespace mediapipe::tasks::vision::face_geometry diff --git a/mediapipe/tasks/cc/vision/face_geometry/libs/procrustes_solver.h b/mediapipe/tasks/cc/vision/face_geometry/libs/procrustes_solver.h new file mode 100644 index 000000000..0ae417db4 --- /dev/null +++ b/mediapipe/tasks/cc/vision/face_geometry/libs/procrustes_solver.h @@ -0,0 +1,70 @@ +// Copyright 2023 The MediaPipe Authors. +// +// Licensed under the Apache License, Version 2.0 (the "License"); +// you may not use this file except in compliance with the License. +// You may obtain a copy of the License at +// +// http://www.apache.org/licenses/LICENSE-2.0 +// +// Unless required by applicable law or agreed to in writing, software +// distributed under the License is distributed on an "AS IS" BASIS, +// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +// See the License for the specific language governing permissions and +// limitations under the License. + +#ifndef MEDIAPIPE_TASKS_CC_VISION_FACE_GEOMETRY_LIBS_PROCRUSTES_SOLVER_H_ +#define MEDIAPIPE_TASKS_CC_VISION_FACE_GEOMETRY_LIBS_PROCRUSTES_SOLVER_H_ + +#include + +#include "Eigen/Dense" +#include "mediapipe/framework/port/status.h" + +namespace mediapipe::tasks::vision::face_geometry { + +// Encapsulates a stateless solver for the Weighted Extended Orthogonal +// Procrustes (WEOP) Problem, as defined in Section 2.4 of +// https://doi.org/10.3929/ethz-a-004656648. +// +// Given the source and the target point clouds, the algorithm estimates +// a 4x4 transformation matrix featuring the following semantic components: +// +// * Uniform scale +// * Rotation +// * Translation +// +// The matrix maps the source point cloud into the target point cloud minimizing +// the Mean Squared Error. +class ProcrustesSolver { + public: + virtual ~ProcrustesSolver() = default; + + // Solves the Weighted Extended Orthogonal Procrustes (WEOP) Problem. + // + // All `source_points`, `target_points` and `point_weights` must define the + // same number of points. Elements of `point_weights` must be non-negative. + // + // A too small diameter of either of the point clouds will likely lead to + // numerical instabilities and failure to estimate the transformation. + // + // A too small point cloud total weight will likely lead to numerical + // instabilities and failure to estimate the transformation too. + // + // Small point coordinate deviation for either of the point cloud will likely + // result in a failure as it will make the solution very unstable if possible. + // + // Note: the output `transform_mat` argument is used instead of `StatusOr<>` + // return type in order to avoid Eigen memory alignment issues. Details: + // https://eigen.tuxfamily.org/dox/group__TopicStructHavingEigenMembers.html + virtual absl::Status SolveWeightedOrthogonalProblem( + const Eigen::Matrix3Xf& source_points, // + const Eigen::Matrix3Xf& target_points, // + const Eigen::VectorXf& point_weights, // + Eigen::Matrix4f& transform_mat) const = 0; +}; + +std::unique_ptr CreateFloatPrecisionProcrustesSolver(); + +} // namespace mediapipe::tasks::vision::face_geometry + +#endif // MEDIAPIPE_TASKS_CC_VISION_FACE_GEOMETRY_LIBS_PROCRUSTES_SOLVER_H_ diff --git a/mediapipe/tasks/cc/vision/face_geometry/libs/validation_utils.cc b/mediapipe/tasks/cc/vision/face_geometry/libs/validation_utils.cc new file mode 100644 index 000000000..879ae3fa9 --- /dev/null +++ b/mediapipe/tasks/cc/vision/face_geometry/libs/validation_utils.cc @@ -0,0 +1,127 @@ +// Copyright 2023 The MediaPipe Authors. +// +// Licensed under the Apache License, Version 2.0 (the "License"); +// you may not use this file except in compliance with the License. +// You may obtain a copy of the License at +// +// http://www.apache.org/licenses/LICENSE-2.0 +// +// Unless required by applicable law or agreed to in writing, software +// distributed under the License is distributed on an "AS IS" BASIS, +// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +// See the License for the specific language governing permissions and +// limitations under the License. + +#include "mediapipe/tasks/cc/vision/face_geometry/libs/validation_utils.h" + +#include +#include + +#include "mediapipe/framework/formats/matrix_data.pb.h" +#include "mediapipe/framework/port/ret_check.h" +#include "mediapipe/framework/port/status.h" +#include "mediapipe/framework/port/status_macros.h" +#include "mediapipe/tasks/cc/vision/face_geometry/libs/mesh_3d_utils.h" +#include "mediapipe/tasks/cc/vision/face_geometry/proto/environment.pb.h" +#include "mediapipe/tasks/cc/vision/face_geometry/proto/geometry_pipeline_metadata.pb.h" +#include "mediapipe/tasks/cc/vision/face_geometry/proto/mesh_3d.pb.h" + +namespace mediapipe::tasks::vision::face_geometry { + +absl::Status ValidatePerspectiveCamera( + const proto::PerspectiveCamera& perspective_camera) { + static constexpr float kAbsoluteErrorEps = 1e-9f; + + RET_CHECK_GT(perspective_camera.near(), kAbsoluteErrorEps) + << "Near Z must be greater than 0 with a margin of 10^{-9}!"; + + RET_CHECK_GT(perspective_camera.far(), + perspective_camera.near() + kAbsoluteErrorEps) + << "Far Z must be greater than Near Z with a margin of 10^{-9}!"; + + RET_CHECK_GT(perspective_camera.vertical_fov_degrees(), kAbsoluteErrorEps) + << "Vertical FOV must be positive with a margin of 10^{-9}!"; + + RET_CHECK_LT(perspective_camera.vertical_fov_degrees() + kAbsoluteErrorEps, + 180.f) + << "Vertical FOV must be less than 180 degrees with a margin of 10^{-9}"; + + return absl::OkStatus(); +} + +absl::Status ValidateEnvironment(const proto::Environment& environment) { + MP_RETURN_IF_ERROR( + ValidatePerspectiveCamera(environment.perspective_camera())) + << "Invalid perspective camera!"; + + return absl::OkStatus(); +} + +absl::Status ValidateMesh3d(const proto::Mesh3d& mesh_3d) { + const std::size_t vertex_size = GetVertexSize(mesh_3d.vertex_type()); + const std::size_t primitive_type = GetPrimitiveSize(mesh_3d.primitive_type()); + + RET_CHECK_EQ(mesh_3d.vertex_buffer_size() % vertex_size, 0) + << "Vertex buffer size must a multiple of the vertex size!"; + + RET_CHECK_EQ(mesh_3d.index_buffer_size() % primitive_type, 0) + << "Index buffer size must a multiple of the primitive size!"; + + const int num_vertices = mesh_3d.vertex_buffer_size() / vertex_size; + for (uint32_t idx : mesh_3d.index_buffer()) { + RET_CHECK_LT(idx, num_vertices) + << "All mesh indices must refer to an existing vertex!"; + } + + return absl::OkStatus(); +} + +absl::Status ValidateFaceGeometry(const proto::FaceGeometry& face_geometry) { + MP_RETURN_IF_ERROR(ValidateMesh3d(face_geometry.mesh())) << "Invalid mesh!"; + + static constexpr char kInvalid4x4MatrixMessage[] = + "Pose transformation matrix must be a 4x4 matrix!"; + + const mediapipe::MatrixData& pose_transform_matrix = + face_geometry.pose_transform_matrix(); + RET_CHECK_EQ(pose_transform_matrix.rows(), 4) << kInvalid4x4MatrixMessage; + RET_CHECK_EQ(pose_transform_matrix.rows(), 4) << kInvalid4x4MatrixMessage; + RET_CHECK_EQ(pose_transform_matrix.packed_data_size(), 16) + << kInvalid4x4MatrixMessage; + + return absl::OkStatus(); +} + +absl::Status ValidateGeometryPipelineMetadata( + const proto::GeometryPipelineMetadata& metadata) { + MP_RETURN_IF_ERROR(ValidateMesh3d(metadata.canonical_mesh())) + << "Invalid canonical mesh!"; + + RET_CHECK_GT(metadata.procrustes_landmark_basis_size(), 0) + + << "Procrustes landmark basis must be non-empty!"; + + const int num_vertices = + metadata.canonical_mesh().vertex_buffer_size() / + GetVertexSize(metadata.canonical_mesh().vertex_type()); + for (const proto::WeightedLandmarkRef& wlr : + metadata.procrustes_landmark_basis()) { + RET_CHECK_LT(wlr.landmark_id(), num_vertices) + << "All Procrustes basis indices must refer to an existing canonical " + "mesh vertex!"; + + RET_CHECK_GE(wlr.weight(), 0.f) + << "All Procrustes basis landmarks must have a non-negative weight!"; + } + + return absl::OkStatus(); +} + +absl::Status ValidateFrameDimensions(int frame_width, int frame_height) { + RET_CHECK_GT(frame_width, 0) << "Frame width must be positive!"; + RET_CHECK_GT(frame_height, 0) << "Frame height must be positive!"; + + return absl::OkStatus(); +} + +} // namespace mediapipe::tasks::vision::face_geometry diff --git a/mediapipe/tasks/cc/vision/face_geometry/libs/validation_utils.h b/mediapipe/tasks/cc/vision/face_geometry/libs/validation_utils.h new file mode 100644 index 000000000..fc7fbed9b --- /dev/null +++ b/mediapipe/tasks/cc/vision/face_geometry/libs/validation_utils.h @@ -0,0 +1,70 @@ +// Copyright 2023 The MediaPipe Authors. +// +// Licensed under the Apache License, Version 2.0 (the "License"); +// you may not use this file except in compliance with the License. +// You may obtain a copy of the License at +// +// http://www.apache.org/licenses/LICENSE-2.0 +// +// Unless required by applicable law or agreed to in writing, software +// distributed under the License is distributed on an "AS IS" BASIS, +// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +// See the License for the specific language governing permissions and +// limitations under the License. + +#ifndef MEDIAPIPE_TASKS_CC_VISION_FACE_GEOMETRY_LIBS_VALIDATION_UTILS_H_ +#define MEDIAPIPE_TASKS_CC_VISION_FACE_GEOMETRY_LIBS_VALIDATION_UTILS_H_ + +#include "mediapipe/framework/port/status.h" +#include "mediapipe/tasks/cc/vision/face_geometry/proto/environment.pb.h" +#include "mediapipe/tasks/cc/vision/face_geometry/proto/face_geometry.pb.h" +#include "mediapipe/tasks/cc/vision/face_geometry/proto/geometry_pipeline_metadata.pb.h" +#include "mediapipe/tasks/cc/vision/face_geometry/proto/mesh_3d.pb.h" + +namespace mediapipe::tasks::vision::face_geometry { + +// Validates `perspective_camera`. +// +// Near Z must be greater than 0 with a margin of `1e-9`. +// Far Z must be greater than Near Z with a margin of `1e-9`. +// Vertical FOV must be in range (0, 180) with a margin of `1e-9` on the range +// edges. +absl::Status ValidatePerspectiveCamera( + const proto::PerspectiveCamera& perspective_camera); + +// Validates `environment`. +// +// Environment's perspective camera must be valid. +absl::Status ValidateEnvironment(const proto::Environment& environment); + +// Validates `mesh_3d`. +// +// Mesh vertex buffer size must a multiple of the vertex size. +// Mesh index buffer size must a multiple of the primitive size. +// All mesh indices must reference an existing mesh vertex. +absl::Status ValidateMesh3d(const proto::Mesh3d& mesh_3d); + +// Validates `face_geometry`. +// +// Face mesh must be valid. +// Face pose transformation matrix must be a 4x4 matrix. +absl::Status ValidateFaceGeometry(const proto::FaceGeometry& face_geometry); + +// Validates `metadata`. +// +// Canonical face mesh must be valid. +// Procrustes landmark basis must be non-empty. +// All Procrustes basis indices must reference an existing canonical mesh +// vertex. +// All Procrustes basis landmarks must have a non-negative weight. +absl::Status ValidateGeometryPipelineMetadata( + const proto::GeometryPipelineMetadata& metadata); + +// Validates frame dimensions. +// +// Both frame width and frame height must be positive. +absl::Status ValidateFrameDimensions(int frame_width, int frame_height); + +} // namespace mediapipe::tasks::vision::face_geometry + +#endif // MEDIAPIPE_TASKS_CC_VISION_FACE_GEOMETRY_LIBS_VALIDATION_UTILS_H_ diff --git a/mediapipe/tasks/cc/vision/face_geometry/proto/BUILD b/mediapipe/tasks/cc/vision/face_geometry/proto/BUILD new file mode 100644 index 000000000..9559448f3 --- /dev/null +++ b/mediapipe/tasks/cc/vision/face_geometry/proto/BUILD @@ -0,0 +1,46 @@ +# Copyright 2023 The MediaPipe Authors. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +load("//mediapipe/framework/port:build_config.bzl", "mediapipe_proto_library") + +licenses(["notice"]) + +package(default_visibility = ["//visibility:public"]) + +mediapipe_proto_library( + name = "environment_proto", + srcs = ["environment.proto"], +) + +mediapipe_proto_library( + name = "face_geometry_proto", + srcs = ["face_geometry.proto"], + deps = [ + ":mesh_3d_proto", + "//mediapipe/framework/formats:matrix_data_proto", + ], +) + +mediapipe_proto_library( + name = "geometry_pipeline_metadata_proto", + srcs = ["geometry_pipeline_metadata.proto"], + deps = [ + ":mesh_3d_proto", + ], +) + +mediapipe_proto_library( + name = "mesh_3d_proto", + srcs = ["mesh_3d.proto"], +) diff --git a/mediapipe/tasks/cc/vision/face_geometry/proto/environment.proto b/mediapipe/tasks/cc/vision/face_geometry/proto/environment.proto new file mode 100644 index 000000000..e60f3c1e1 --- /dev/null +++ b/mediapipe/tasks/cc/vision/face_geometry/proto/environment.proto @@ -0,0 +1,84 @@ +// Copyright 2023 The MediaPipe Authors. +// +// Licensed under the Apache License, Version 2.0 (the "License"); +// you may not use this file except in compliance with the License. +// You may obtain a copy of the License at +// +// http://www.apache.org/licenses/LICENSE-2.0 +// +// Unless required by applicable law or agreed to in writing, software +// distributed under the License is distributed on an "AS IS" BASIS, +// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +// See the License for the specific language governing permissions and +// limitations under the License. + +syntax = "proto2"; + +package mediapipe.tasks.vision.face_geometry.proto; + +option java_package = "mediapipe.tasks.vision.facegeometry.proto"; +option java_outer_classname = "EnvironmentProto"; + +// Defines the (0, 0) origin point location of the environment. +// +// The variation in the origin point location can be traced back to the memory +// layout of the camera video frame buffers. +// +// Usually, the memory layout for most CPU (and also some GPU) camera video +// frame buffers results in having the (0, 0) origin point located in the +// Top Left corner. +// +// On the contrary, the memory layout for most GPU camera video frame buffers +// results in having the (0, 0) origin point located in the Bottom Left corner. +// +// Let's consider the following example: +// +// (A) ---------------+ +// ___ | +// | (1) | | | +// | / \ | | | +// | |---|===|-| | +// | |---| | | | +// | / \ | | | +// | | | | | | +// | | (2) |=| | | +// | | | | | | +// | |_______| |_| | +// | |@| |@| | | | +// | ___________|_|_ | +// | +// (B) ---------------+ +// +// On this example, (1) and (2) have the same X coordinate regardless of the +// origin point location. However, having the origin point located at (A) +// (Top Left corner) results in (1) having a smaller Y coordinate if compared to +// (2). Similarly, having the origin point located at (B) (Bottom Left corner) +// results in (1) having a greater Y coordinate if compared to (2). +// +// Providing the correct origin point location for your environment and making +// sure all the input landmarks are in-sync with this location is crucial +// for receiving the correct output face geometry and visual renders. +enum OriginPointLocation { + BOTTOM_LEFT_CORNER = 1; + TOP_LEFT_CORNER = 2; +} + +// The perspective camera is defined through its vertical FOV angle and the +// Z-clipping planes. The aspect ratio is a runtime variable for the face +// geometry module and should be provided alongside the face landmarks in order +// to estimate the face geometry on a given frame. +// +// More info on Perspective Cameras: +// http://www.songho.ca/opengl/gl_projectionmatrix.html#perspective +message PerspectiveCamera { + // `0 < vertical_fov_degrees < 180`. + optional float vertical_fov_degrees = 1; + // `0 < near < far`. + optional float near = 2; + optional float far = 3; +} + +message Environment { + optional OriginPointLocation origin_point_location = 1; + optional PerspectiveCamera perspective_camera = 2; +} diff --git a/mediapipe/tasks/cc/vision/face_geometry/proto/face_geometry.proto b/mediapipe/tasks/cc/vision/face_geometry/proto/face_geometry.proto new file mode 100644 index 000000000..1934828c3 --- /dev/null +++ b/mediapipe/tasks/cc/vision/face_geometry/proto/face_geometry.proto @@ -0,0 +1,60 @@ +// Copyright 2023 The MediaPipe Authors. +// +// Licensed under the Apache License, Version 2.0 (the "License"); +// you may not use this file except in compliance with the License. +// You may obtain a copy of the License at +// +// http://www.apache.org/licenses/LICENSE-2.0 +// +// Unless required by applicable law or agreed to in writing, software +// distributed under the License is distributed on an "AS IS" BASIS, +// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +// See the License for the specific language governing permissions and +// limitations under the License. + +syntax = "proto2"; + +package mediapipe.tasks.vision.face_geometry.proto; + +import "mediapipe/framework/formats/matrix_data.proto"; +import "mediapipe/tasks/cc/vision/face_geometry/proto/mesh_3d.proto"; + +option java_package = "mediapipe.tasks.vision.facegeometry.proto"; +option java_outer_classname = "FaceGeometryProto"; + +// Defines the face geometry pipeline estimation result format. +message FaceGeometry { + // Defines a mesh surface for a face. The face mesh vertex IDs are the same as + // the face landmark IDs. + // + // XYZ coordinates exist in the right-handed Metric 3D space configured by an + // environment. UV coodinates are taken from the canonical face mesh model. + // + // XY coordinates are guaranteed to match the screen positions of + // the input face landmarks after (1) being multiplied by the face pose + // transformation matrix and then (2) being projected with a perspective + // camera matrix of the same environment. + // + // NOTE: the triangular topology of the face mesh is only useful when derived + // from the 468 face landmarks, not from the 6 face detection landmarks + // (keypoints). The former don't cover the entire face and this mesh is + // defined here only to comply with the API. It should be considered as + // a placeholder and/or for debugging purposes. + // + // Use the face geometry derived from the face detection landmarks + // (keypoints) for the face pose transformation matrix, not the mesh. + optional Mesh3d mesh = 1; + + // Defines a face pose transformation matrix, which provides mapping from + // the static canonical face model to the runtime face. Tries to distinguish + // a head pose change from a facial expression change and to only reflect the + // former. + // + // Is a 4x4 matrix and contains only the following components: + // * Uniform scale + // * Rotation + // * Translation + // + // The last row is guaranteed to be `[0 0 0 1]`. + optional mediapipe.MatrixData pose_transform_matrix = 2; +} diff --git a/mediapipe/tasks/cc/vision/face_geometry/proto/geometry_pipeline_metadata.proto b/mediapipe/tasks/cc/vision/face_geometry/proto/geometry_pipeline_metadata.proto new file mode 100644 index 000000000..54fcaf23c --- /dev/null +++ b/mediapipe/tasks/cc/vision/face_geometry/proto/geometry_pipeline_metadata.proto @@ -0,0 +1,63 @@ +// Copyright 2023 The MediaPipe Authors. +// +// Licensed under the Apache License, Version 2.0 (the "License"); +// you may not use this file except in compliance with the License. +// You may obtain a copy of the License at +// +// http://www.apache.org/licenses/LICENSE-2.0 +// +// Unless required by applicable law or agreed to in writing, software +// distributed under the License is distributed on an "AS IS" BASIS, +// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +// See the License for the specific language governing permissions and +// limitations under the License. + +syntax = "proto2"; + +package mediapipe.tasks.vision.face_geometry.proto; + +import "mediapipe/tasks/cc/vision/face_geometry/proto/mesh_3d.proto"; + +option java_package = "mediapipe.tasks.vision.facegeometry.proto"; +option java_outer_classname = "GeometryPipelineMetadataProto"; + +enum InputSource { + DEFAULT = 0; // FACE_LANDMARK_PIPELINE + FACE_LANDMARK_PIPELINE = 1; + FACE_DETECTION_PIPELINE = 2; +} + +message WeightedLandmarkRef { + // Defines the landmark ID. References an existing face landmark ID. + optional uint32 landmark_id = 1; + // Defines the landmark weight. The larger the weight the more influence this + // landmark has in the basis. + // + // Is positive. + optional float weight = 2; +} + +// Next field ID: 4 +message GeometryPipelineMetadata { + // Defines the source of the input landmarks to let the underlying geometry + // pipeline to adjust in order to produce the best results. + // + // Face landmark pipeline is expected to produce 3D landmarks with relative Z + // coordinate, which is scaled as the X coordinate assuming the weak + // perspective projection camera model. + // + // Face landmark pipeline is expected to produce 2D landmarks with Z + // coordinate being equal to 0. + optional InputSource input_source = 3; + // Defines a mesh surface for a canonical face. The canonical face mesh vertex + // IDs are the same as the face landmark IDs. + // + // XYZ coordinates are defined in centimeter units. + optional Mesh3d canonical_mesh = 1; + // Defines a weighted landmark basis for running the Procrustes solver + // algorithm inside the geometry pipeline. + // + // A good basis sets face landmark weights in way to distinguish a head pose + // change from a facial expression change and to only respond to the former. + repeated WeightedLandmarkRef procrustes_landmark_basis = 2; +} diff --git a/mediapipe/tasks/cc/vision/face_geometry/proto/mesh_3d.proto b/mediapipe/tasks/cc/vision/face_geometry/proto/mesh_3d.proto new file mode 100644 index 000000000..45913cf02 --- /dev/null +++ b/mediapipe/tasks/cc/vision/face_geometry/proto/mesh_3d.proto @@ -0,0 +1,41 @@ +// Copyright 2023 The MediaPipe Authors. +// +// Licensed under the Apache License, Version 2.0 (the "License"); +// you may not use this file except in compliance with the License. +// You may obtain a copy of the License at +// +// http://www.apache.org/licenses/LICENSE-2.0 +// +// Unless required by applicable law or agreed to in writing, software +// distributed under the License is distributed on an "AS IS" BASIS, +// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +// See the License for the specific language governing permissions and +// limitations under the License. + +syntax = "proto2"; + +package mediapipe.tasks.vision.face_geometry.proto; + +option java_package = "mediapipe.tasks.vision.facegeometry.proto"; +option java_outer_classname = "Mesh3dProto"; + +message Mesh3d { + enum VertexType { + // Is defined by 5 coordinates: Position (XYZ) + Texture coordinate (UV). + VERTEX_PT = 0; + } + + enum PrimitiveType { + // Is defined by 3 indices: triangle vertex IDs. + TRIANGLE = 0; + } + + optional VertexType vertex_type = 1; + optional PrimitiveType primitive_type = 2; + // Vertex buffer size is a multiple of the vertex size (e.g., 5 for + // VERTEX_PT). + repeated float vertex_buffer = 3; + // Index buffer size is a multiple of the primitive size (e.g., 3 for + // TRIANGLE). + repeated uint32 index_buffer = 4; +}