Example #1
0
    void estimate_Rt(Voxel& voxel)
    {
        std::vector<double> inner_angles(half_odf_size);
        {
            unsigned int max_index = std::max_element(voxel.response_function.begin(),voxel.response_function.end())-voxel.response_function.begin();
            for (unsigned int index = 0; index < inner_angles.size(); ++index)
                inner_angles[index] = inner_angle(voxel.ti.vertices_cos(index,max_index));
        }


        Rt.resize(half_odf_size*half_odf_size);
        for (unsigned int i = 0,index = 0; i < half_odf_size; ++i)
        {
            for (unsigned int j = 0; j < half_odf_size; ++j,++index)
                Rt[index] = kernel_regression(voxel.response_function,inner_angles,inner_angle(voxel.ti.vertices_cos(i,j)),9.0/180.0*M_PI);
        }
        oRt = Rt;
        for (unsigned int i = 0; i < half_odf_size; ++i)
        {
            normalize_vector(Rt.begin()+i*half_odf_size,Rt.begin()+(i+1)*half_odf_size);
            std::for_each(oRt.begin()+i*half_odf_size,oRt.begin()+(i+1)*half_odf_size,
                          boost::lambda::_1 /= *std::max_element(oRt.begin()+i*half_odf_size,oRt.begin()+(i+1)*half_odf_size));

        }
    }
Example #2
0
    void estimate_Rt(Voxel& voxel)
    {
        std::vector<double> inner_angles(half_odf_size);
        {
            unsigned int max_index = std::max_element(voxel.response_function.begin(),voxel.response_function.end())-voxel.response_function.begin();
            for (unsigned int index = 0; index < inner_angles.size(); ++index)
                inner_angles[index] = inner_angle(voxel.ti.vertices_cos(index,max_index));
        }


        Rt.resize(half_odf_size*half_odf_size);
        for (unsigned int i = 0,index = 0; i < half_odf_size; ++i)
            for (unsigned int j = 0; j < half_odf_size; ++j,++index)
                Rt[index] = kernel_regression(voxel.response_function,inner_angles,inner_angle(voxel.ti.vertices_cos(i,j)),9.0/180.0*M_PI);
    }