android - 如何修复 Ceres_USE_OPENMP、CERES_USE_CXX11_THREADS 或 CERES_NO_THREADS 中的一个错误必须在 Ceres Solver Android 中定义

Question

我正在将 Ceres 求解器库集成到我的 Android 应用程序中。我在 Android Studio 中使用 CMakeLists.txt 为所有架构创建了预构建的共享库(.so 文件)。现在我想用 OpenCV java 包装器在 Java/Kotlin 中实现 Bundle 调整。

要在 Android 应用程序中使用 Ceres Solver，我们必须使用 C++ 中的 .so 文件和 Ceres Solver 及其依赖库的头文件编写 ceres 求解器逻辑。然后我们必须将包装器写入我们自己的方法，以便在 Java/Kotlin 中使用。

为此，我使用以下 CMakeLists.txt 文件

# For more information about using CMake with Android Studio, read the
# documentation: https://d.android.com/studio/projects/add-native-code.html

# Sets the minimum version of CMake required to build the native library.

cmake_minimum_required(VERSION 3.4.1)

add_library( # Sets the name of the library.
             native-lib

             # Sets the library as a shared library.
             SHARED

             # Provides a relative path to your source file(s).
             native-lib.cpp )


find_library( # Sets the name of the path variable.
              log-lib

              # Specifies the name of the NDK library that
              # you want CMake to locate.
              log )

target_link_libraries( # Specifies the target library.
                       native-lib

                       # Links the target library to the log library
                       # included in the NDK.
                       ${log-lib} )


include_directories( C:/eigen-eigen-323c052e1731 )
include_directories( C:/My_Data/Ceres-Solver-Builder/ceres-solver/include )
include_directories( C:/My_Data/Ceres-Solver-Builder/ceres-solver/config )
include_directories( C:/My_Data/Ceres-Solver-Builder/ceres-solver/internal/ceres/miniglog )
include_directories( C:/My_Data/Ceres-Solver-Builder/ceres-solver/internal )

add_library( ceres-lib SHARED IMPORTED)
set_target_properties( # Specifies the target library.
        ceres-lib

        # Specifies the parameter you want to define.
        PROPERTIES IMPORTED_LOCATION

        # Provides the path to the library you want to import.
        C:/My_Data/AS_Workspace/JNIApplication/app/src/main/jniLibs/${ANDROID_ABI}/libceres.so )
target_link_libraries( native-lib ceres-lib ${log-lib})

使用 Ceres Solver 类和方法 native-lib.cpp 的示例 C++ 文件

#include <jni.h>
#include <string>
#include <bitset>

#include "ceres/ceres.h"
#include "glog/logging.h"

using ceres::AutoDiffCostFunction;
using ceres::CostFunction;
using ceres::Problem;
using ceres::Solver;
using ceres::Solve;
int test();

extern "C" JNIEXPORT jstring JNICALL
Java_com_trimble_jniapplication_MainActivity_stringFromJNI(
        JNIEnv* env,
        jobject /* this */) {
    std::string hello = "Hello from C++";

    test();

    return env->NewStringUTF(hello.c_str());
}



// A templated cost functor that implements the residual r = 10 -
// x. The method operator() is templated so that we can then use an
// automatic differentiation wrapper around it to generate its
// derivatives.
struct CostFunctor {
    template<typename T>
    bool operator()(const T *const x, T *residual) const {
        residual[0] = 10.0 - x[0];
        return true;
    }
};

int test() {
    //google::InitGoogleLogging(argv[0]);

    // The variable to solve for with its initial value. It will be
    // mutated in place by the solver.
    double x = 0.5;
    const double initial_x = x;

    // Build the problem.
    Problem problem;

    // Set up the only cost function (also known as residual). This uses
    // auto-differentiation to obtain the derivative (jacobian).
    CostFunction *cost_function = new AutoDiffCostFunction<CostFunctor, 1, 1>(new CostFunctor);
    problem.AddResidualBlock(cost_function, NULL, &x);

    // Run the solver!
    Solver::Options options;
    options.minimizer_progress_to_stdout = true;
    Solver::Summary summary;
    Solve(options, &problem, &summary);

    std::cout << summary.BriefReport() << "\n";
    std::cout << "x : " << initial_x
              << " -> " << x << "\n";
    return 0;
}

构建应用程序时出现以下错误。

error One of CERES_USE_OPENMP, CERES_USE_CXX11_THREADS or CERES_NO_THREADS must be defined.

我是 NDK、Cmake 和 Ceres Solver 的新手，所以我不知道如何解决这个问题。有人请建议我如何解决问题或指出我做错了什么。提前致谢。

Answer 1

如评论所述，您需要在使用 Ceres 时至少定义这些预处理器定义之一(参见逻辑 here)。您可以使用 target_compile_definitions() 将定义添加到 CMake 的编译中:

add_library( # Sets the name of the library.
             native-lib

             # Sets the library as a shared library.
             SHARED

             # Provides a relative path to your source file(s).
             native-lib.cpp )

target_compile_definitions(native-lib PRIVATE CERES_USE_CXX11_THREADS=1)

...