opencv/modules/stitching/src/warpers.cpp

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#include "precomp.hpp"
#include "opencl_kernels_stitching.hpp"
#include <iostream>
namespace cv {

PyRotationWarper::PyRotationWarper(String warp_type, float scale)
{
    Ptr<WarperCreator> warper_creator;
    if (warp_type == "plane")
        warper_creator = makePtr<cv::PlaneWarper>();
    else if (warp_type == "affine")
        warper_creator = makePtr<cv::AffineWarper>();
    else if (warp_type == "cylindrical")
        warper_creator = makePtr<cv::CylindricalWarper>();
    else if (warp_type == "spherical")
        warper_creator = makePtr<cv::SphericalWarper>();
    else if (warp_type == "fisheye")
        warper_creator = makePtr<cv::FisheyeWarper>();
    else if (warp_type == "stereographic")
        warper_creator = makePtr<cv::StereographicWarper>();
    else if (warp_type == "compressedPlaneA2B1")
        warper_creator = makePtr<cv::CompressedRectilinearWarper>(2.0f, 1.0f);
    else if (warp_type == "compressedPlaneA1.5B1")
        warper_creator = makePtr<cv::CompressedRectilinearWarper>(1.5f, 1.0f);
    else if (warp_type == "compressedPlanePortraitA2B1")
        warper_creator = makePtr<cv::CompressedRectilinearPortraitWarper>(2.0f, 1.0f);
    else if (warp_type == "compressedPlanePortraitA1.5B1")
        warper_creator = makePtr<cv::CompressedRectilinearPortraitWarper>(1.5f, 1.0f);
    else if (warp_type == "paniniA2B1")
        warper_creator = makePtr<cv::PaniniWarper>(2.0f, 1.0f);
    else if (warp_type == "paniniA1.5B1")
        warper_creator = makePtr<cv::PaniniWarper>(1.5f, 1.0f);
    else if (warp_type == "paniniPortraitA2B1")
        warper_creator = makePtr<cv::PaniniPortraitWarper>(2.0f, 1.0f);
    else if (warp_type == "paniniPortraitA1.5B1")
        warper_creator = makePtr<cv::PaniniPortraitWarper>(1.5f, 1.0f);
    else if (warp_type == "mercator")
        warper_creator = makePtr<cv::MercatorWarper>();
    else if (warp_type == "transverseMercator")
        warper_creator = makePtr<cv::TransverseMercatorWarper>();
    if (warper_creator.get() != nullptr)
    {
        rw = warper_creator->create(scale);

    }
    else
        CV_Error(Error::StsError, "unknown warper :" + warp_type);
}
Point2f PyRotationWarper::warpPoint(const Point2f &pt, InputArray K, InputArray R)
{
    return rw.get()->warpPoint(pt, K, R);
}

Point2f PyRotationWarper::warpPointBackward(const Point2f& pt, InputArray K, InputArray R)
{
    return rw.get()->warpPointBackward(pt, K, R);
}

Rect PyRotationWarper::buildMaps(Size src_size, InputArray K, InputArray R, OutputArray xmap, OutputArray ymap)
{
    return rw.get()->buildMaps(src_size, K, R, xmap, ymap);
}
Point PyRotationWarper::warp(InputArray src, InputArray K, InputArray R, int interp_mode, int border_mode,
    OutputArray dst)
{
    if (rw.get() == nullptr)
        CV_Error(Error::StsError, "Warper is null");
    Point p = rw.get()->warp(src, K, R, interp_mode, border_mode, dst);
    return p;

}
void PyRotationWarper::warpBackward(InputArray src, InputArray K, InputArray R, int interp_mode, int border_mode,
    Size dst_size, OutputArray dst)
{
    return rw.get()->warpBackward(src, K, R, interp_mode, border_mode, dst_size, dst);
}
Rect PyRotationWarper::warpRoi(Size src_size, InputArray K, InputArray R)
{
    return rw.get()->warpRoi(src_size, K, R);
}

namespace detail {

void ProjectorBase::setCameraParams(InputArray _K, InputArray _R, InputArray _T)
{
    Mat K = _K.getMat(), R = _R.getMat(), T = _T.getMat();

    CV_Assert(K.size() == Size(3, 3) && K.type() == CV_32F);
    CV_Assert(R.size() == Size(3, 3) && R.type() == CV_32F);
    CV_Assert((T.size() == Size(1, 3) || T.size() == Size(3, 1)) && T.type() == CV_32F);

    Mat_<float> K_(K);
    k[0] = K_(0,0); k[1] = K_(0,1); k[2] = K_(0,2);
    k[3] = K_(1,0); k[4] = K_(1,1); k[5] = K_(1,2);
    k[6] = K_(2,0); k[7] = K_(2,1); k[8] = K_(2,2);

    Mat_<float> Rinv = R.t();
    rinv[0] = Rinv(0,0); rinv[1] = Rinv(0,1); rinv[2] = Rinv(0,2);
    rinv[3] = Rinv(1,0); rinv[4] = Rinv(1,1); rinv[5] = Rinv(1,2);
    rinv[6] = Rinv(2,0); rinv[7] = Rinv(2,1); rinv[8] = Rinv(2,2);

    Mat_<float> R_Kinv = R * K.inv();
    r_kinv[0] = R_Kinv(0,0); r_kinv[1] = R_Kinv(0,1); r_kinv[2] = R_Kinv(0,2);
    r_kinv[3] = R_Kinv(1,0); r_kinv[4] = R_Kinv(1,1); r_kinv[5] = R_Kinv(1,2);
    r_kinv[6] = R_Kinv(2,0); r_kinv[7] = R_Kinv(2,1); r_kinv[8] = R_Kinv(2,2);

    Mat_<float> K_Rinv = K * Rinv;
    k_rinv[0] = K_Rinv(0,0); k_rinv[1] = K_Rinv(0,1); k_rinv[2] = K_Rinv(0,2);
    k_rinv[3] = K_Rinv(1,0); k_rinv[4] = K_Rinv(1,1); k_rinv[5] = K_Rinv(1,2);
    k_rinv[6] = K_Rinv(2,0); k_rinv[7] = K_Rinv(2,1); k_rinv[8] = K_Rinv(2,2);

    Mat_<float> T_(T.reshape(0, 3));
    t[0] = T_(0,0); t[1] = T_(1,0); t[2] = T_(2,0);
}


Point2f PlaneWarper::warpPoint(const Point2f &pt, InputArray K, InputArray R, InputArray T)
{
    projector_.setCameraParams(K, R, T);
    Point2f uv;
    projector_.mapForward(pt.x, pt.y, uv.x, uv.y);
    return uv;
}

Point2f PlaneWarper::warpPoint(const Point2f &pt, InputArray K, InputArray R)
{
    float tz[] = {0.f, 0.f, 0.f};
    Mat_<float> T(3, 1, tz);
    return warpPoint(pt, K, R, T);
}
Point2f PlaneWarper::warpPointBackward(const Point2f& pt, InputArray K, InputArray R, InputArray T)
{
    projector_.setCameraParams(K, R, T);
    Point2f xy;
    projector_.mapBackward(pt.x, pt.y, xy.x, xy.y);
    return xy;
}

Point2f PlaneWarper::warpPointBackward(const Point2f& pt, InputArray K, InputArray R)
{
    float tz[] = { 0.f, 0.f, 0.f };
    Mat_<float> T(3, 1, tz);
    return warpPointBackward(pt, K, R, T);
}

Rect PlaneWarper::buildMaps(Size src_size, InputArray K, InputArray R, OutputArray xmap, OutputArray ymap)
{
    return buildMaps(src_size, K, R, Mat::zeros(3, 1, CV_32FC1), xmap, ymap);
}

Rect PlaneWarper::buildMaps(Size src_size, InputArray K, InputArray R, InputArray T, OutputArray _xmap, OutputArray _ymap)
{
    projector_.setCameraParams(K, R, T);

    Point dst_tl, dst_br;
    detectResultRoi(src_size, dst_tl, dst_br);

    Size dsize(dst_br.x - dst_tl.x + 1, dst_br.y - dst_tl.y + 1);
    _xmap.create(dsize, CV_32FC1);
    _ymap.create(dsize, CV_32FC1);

#ifdef HAVE_OPENCL
    if (ocl::isOpenCLActivated())
    {
        ocl::Kernel k("buildWarpPlaneMaps", ocl::stitching::warpers_oclsrc);
        if (!k.empty())
        {
            int rowsPerWI = ocl::Device::getDefault().isIntel() ? 4 : 1;
            Mat k_rinv(1, 9, CV_32FC1, projector_.k_rinv), t(1, 3, CV_32FC1, projector_.t);
            UMat uxmap = _xmap.getUMat(), uymap = _ymap.getUMat(),
                    uk_rinv = k_rinv.getUMat(ACCESS_READ), ut = t.getUMat(ACCESS_READ);

            k.args(ocl::KernelArg::WriteOnlyNoSize(uxmap), ocl::KernelArg::WriteOnly(uymap),
                   ocl::KernelArg::PtrReadOnly(uk_rinv), ocl::KernelArg::PtrReadOnly(ut),
                   dst_tl.x, dst_tl.y, 1/projector_.scale, rowsPerWI);

            size_t globalsize[2] = { (size_t)dsize.width, ((size_t)dsize.height + rowsPerWI - 1) / rowsPerWI };
            if (k.run(2, globalsize, NULL, true))
            {
                CV_IMPL_ADD(CV_IMPL_OCL);
                return Rect(dst_tl, dst_br);
            }
        }
    }
#endif

    Mat xmap = _xmap.getMat(), ymap = _ymap.getMat();

    float x, y;
    for (int v = dst_tl.y; v <= dst_br.y; ++v)
    {
        for (int u = dst_tl.x; u <= dst_br.x; ++u)
        {
            projector_.mapBackward(static_cast<float>(u), static_cast<float>(v), x, y);
            xmap.at<float>(v - dst_tl.y, u - dst_tl.x) = x;
            ymap.at<float>(v - dst_tl.y, u - dst_tl.x) = y;
        }
    }

    return Rect(dst_tl, dst_br);
}


Point PlaneWarper::warp(InputArray src, InputArray K, InputArray R, InputArray T, int interp_mode, int border_mode,
                        OutputArray dst)
{
    UMat uxmap, uymap;
    Rect dst_roi = buildMaps(src.size(), K, R, T, uxmap, uymap);
    dst.create(dst_roi.height + 1, dst_roi.width + 1, src.type());
    remap(src, dst, uxmap, uymap, interp_mode, border_mode);

    return dst_roi.tl();
}

Point PlaneWarper::warp(InputArray src, InputArray K, InputArray R,
                        int interp_mode, int border_mode, OutputArray dst)
{
    float tz[] = {0.f, 0.f, 0.f};
    Mat_<float> T(3, 1, tz);
    return warp(src, K, R, T, interp_mode, border_mode, dst);
}

Rect PlaneWarper::warpRoi(Size src_size, InputArray K, InputArray R, InputArray T)
{
    projector_.setCameraParams(K, R, T);

    Point dst_tl, dst_br;
    detectResultRoi(src_size, dst_tl, dst_br);

    return Rect(dst_tl, Point(dst_br.x + 1, dst_br.y + 1));
}

Rect PlaneWarper::warpRoi(Size src_size, InputArray K, InputArray R)
{
    float tz[] = {0.f, 0.f, 0.f};
    Mat_<float> T(3, 1, tz);
    return warpRoi(src_size, K, R, T);
}


void PlaneWarper::detectResultRoi(Size src_size, Point &dst_tl, Point &dst_br)
{
    float tl_uf = std::numeric_limits<float>::max();
    float tl_vf = std::numeric_limits<float>::max();
    float br_uf = -std::numeric_limits<float>::max();
    float br_vf = -std::numeric_limits<float>::max();

    float u, v;

    projector_.mapForward(0, 0, u, v);
    tl_uf = std::min(tl_uf, u); tl_vf = std::min(tl_vf, v);
    br_uf = std::max(br_uf, u); br_vf = std::max(br_vf, v);

    projector_.mapForward(0, static_cast<float>(src_size.height - 1), u, v);
    tl_uf = std::min(tl_uf, u); tl_vf = std::min(tl_vf, v);
    br_uf = std::max(br_uf, u); br_vf = std::max(br_vf, v);

    projector_.mapForward(static_cast<float>(src_size.width - 1), 0, u, v);
    tl_uf = std::min(tl_uf, u); tl_vf = std::min(tl_vf, v);
    br_uf = std::max(br_uf, u); br_vf = std::max(br_vf, v);

    projector_.mapForward(static_cast<float>(src_size.width - 1), static_cast<float>(src_size.height - 1), u, v);
    tl_uf = std::min(tl_uf, u); tl_vf = std::min(tl_vf, v);
    br_uf = std::max(br_uf, u); br_vf = std::max(br_vf, v);

    dst_tl.x = static_cast<int>(tl_uf);
    dst_tl.y = static_cast<int>(tl_vf);
    dst_br.x = static_cast<int>(br_uf);
    dst_br.y = static_cast<int>(br_vf);
}


Point2f AffineWarper::warpPoint(const Point2f &pt, InputArray K, InputArray H)
{
    Mat R, T;
    getRTfromHomogeneous(H, R, T);
    return PlaneWarper::warpPoint(pt, K, R, T);
}

Point2f AffineWarper::warpPointBackward(const Point2f& pt, InputArray K, InputArray H)
{
    Mat R, T;
    getRTfromHomogeneous(H, R, T);
    return PlaneWarper::warpPointBackward(pt, K, R, T);
}

Rect AffineWarper::buildMaps(Size src_size, InputArray K, InputArray H, OutputArray xmap, OutputArray ymap)
{
    Mat R, T;
    getRTfromHomogeneous(H, R, T);
    return PlaneWarper::buildMaps(src_size, K, R, T, xmap, ymap);
}


Point AffineWarper::warp(InputArray src, InputArray K, InputArray H,
                         int interp_mode, int border_mode, OutputArray dst)
{
    Mat R, T;
    getRTfromHomogeneous(H, R, T);
    return PlaneWarper::warp(src, K, R, T, interp_mode, border_mode, dst);
}


Rect AffineWarper::warpRoi(Size src_size, InputArray K, InputArray H)
{
    Mat R, T;
    getRTfromHomogeneous(H, R, T);
    return PlaneWarper::warpRoi(src_size, K, R, T);
}


void AffineWarper::getRTfromHomogeneous(InputArray H_, Mat &R, Mat &T)
{
    Mat H = H_.getMat();
    CV_Assert(H.size() == Size(3, 3) && H.type() == CV_32F);

    T = Mat::zeros(3, 1, CV_32F);
    R = H.clone();

    T.at<float>(0,0) = R.at<float>(0,2);
    T.at<float>(1,0) = R.at<float>(1,2);
    R.at<float>(0,2) = 0.f;
    R.at<float>(1,2) = 0.f;

    // we want to compensate transform to fit into plane warper
    R = R.t();
    T = (R * T) * -1;
}


void SphericalWarper::detectResultRoi(Size src_size, Point &dst_tl, Point &dst_br)
{
    detectResultRoiByBorder(src_size, dst_tl, dst_br);

    float tl_uf = static_cast<float>(dst_tl.x);
    float tl_vf = static_cast<float>(dst_tl.y);
    float br_uf = static_cast<float>(dst_br.x);
    float br_vf = static_cast<float>(dst_br.y);

    float x = projector_.rinv[1];
    float y = projector_.rinv[4];
    float z = projector_.rinv[7];
    if (y > 0.f)
    {
        float x_ = (projector_.k[0] * x + projector_.k[1] * y) / z + projector_.k[2];
        float y_ = projector_.k[4] * y / z + projector_.k[5];
        if (x_ > 0.f && x_ < src_size.width && y_ > 0.f && y_ < src_size.height)
        {
            tl_uf = std::min(tl_uf, 0.f); tl_vf = std::min(tl_vf, static_cast<float>(CV_PI * projector_.scale));
            br_uf = std::max(br_uf, 0.f); br_vf = std::max(br_vf, static_cast<float>(CV_PI * projector_.scale));
        }
    }

    x = projector_.rinv[1];
    y = -projector_.rinv[4];
    z = projector_.rinv[7];
    if (y > 0.f)
    {
        float x_ = (projector_.k[0] * x + projector_.k[1] * y) / z + projector_.k[2];
        float y_ = projector_.k[4] * y / z + projector_.k[5];
        if (x_ > 0.f && x_ < src_size.width && y_ > 0.f && y_ < src_size.height)
        {
            tl_uf = std::min(tl_uf, 0.f); tl_vf = std::min(tl_vf, static_cast<float>(0));
            br_uf = std::max(br_uf, 0.f); br_vf = std::max(br_vf, static_cast<float>(0));
        }
    }

    dst_tl.x = static_cast<int>(tl_uf);
    dst_tl.y = static_cast<int>(tl_vf);
    dst_br.x = static_cast<int>(br_uf);
    dst_br.y = static_cast<int>(br_vf);
}

void SphericalPortraitWarper::detectResultRoi(Size src_size, Point &dst_tl, Point &dst_br)
{
    detectResultRoiByBorder(src_size, dst_tl, dst_br);

    float tl_uf = static_cast<float>(dst_tl.x);
    float tl_vf = static_cast<float>(dst_tl.y);
    float br_uf = static_cast<float>(dst_br.x);
    float br_vf = static_cast<float>(dst_br.y);

    float x = projector_.rinv[0];
    float y = projector_.rinv[3];
    float z = projector_.rinv[6];
    if (y > 0.f)
    {
        float x_ = (projector_.k[0] * x + projector_.k[1] * y) / z + projector_.k[2];
        float y_ = projector_.k[4] * y / z + projector_.k[5];
        if (x_ > 0.f && x_ < src_size.width && y_ > 0.f && y_ < src_size.height)
        {
            tl_uf = std::min(tl_uf, 0.f); tl_vf = std::min(tl_vf, static_cast<float>(CV_PI * projector_.scale));
            br_uf = std::max(br_uf, 0.f); br_vf = std::max(br_vf, static_cast<float>(CV_PI * projector_.scale));
        }
    }

    x = projector_.rinv[0];
    y = -projector_.rinv[3];
    z = projector_.rinv[6];
    if (y > 0.f)
    {
        float x_ = (projector_.k[0] * x + projector_.k[1] * y) / z + projector_.k[2];
        float y_ = projector_.k[4] * y / z + projector_.k[5];
        if (x_ > 0.f && x_ < src_size.width && y_ > 0.f && y_ < src_size.height)
        {
            tl_uf = std::min(tl_uf, 0.f); tl_vf = std::min(tl_vf, static_cast<float>(0));
            br_uf = std::max(br_uf, 0.f); br_vf = std::max(br_vf, static_cast<float>(0));
        }
    }

    dst_tl.x = static_cast<int>(tl_uf);
    dst_tl.y = static_cast<int>(tl_vf);
    dst_br.x = static_cast<int>(br_uf);
    dst_br.y = static_cast<int>(br_vf);
}

/////////////////////////////////////////// SphericalWarper ////////////////////////////////////////

Rect SphericalWarper::buildMaps(Size src_size, InputArray K, InputArray R, OutputArray xmap, OutputArray ymap)
{
#ifdef HAVE_OPENCL
    if (ocl::isOpenCLActivated())
    {
        ocl::Kernel k("buildWarpSphericalMaps", ocl::stitching::warpers_oclsrc);
        if (!k.empty())
        {
            int rowsPerWI = ocl::Device::getDefault().isIntel() ? 4 : 1;
            projector_.setCameraParams(K, R);

            Point dst_tl, dst_br;
            detectResultRoi(src_size, dst_tl, dst_br);

            Size dsize(dst_br.x - dst_tl.x + 1, dst_br.y - dst_tl.y + 1);
            xmap.create(dsize, CV_32FC1);
            ymap.create(dsize, CV_32FC1);

            Mat k_rinv(1, 9, CV_32FC1, projector_.k_rinv);
            UMat uxmap = xmap.getUMat(), uymap = ymap.getUMat(), uk_rinv = k_rinv.getUMat(ACCESS_READ);

            k.args(ocl::KernelArg::WriteOnlyNoSize(uxmap), ocl::KernelArg::WriteOnly(uymap),
                   ocl::KernelArg::PtrReadOnly(uk_rinv), dst_tl.x, dst_tl.y, 1/projector_.scale, rowsPerWI);

            size_t globalsize[2] = { (size_t)dsize.width, ((size_t)dsize.height + rowsPerWI - 1) / rowsPerWI };
            if (k.run(2, globalsize, NULL, true))
            {
                CV_IMPL_ADD(CV_IMPL_OCL);
                return Rect(dst_tl, dst_br);
            }
        }
    }
#endif
    return RotationWarperBase<SphericalProjector>::buildMaps(src_size, K, R, xmap, ymap);
}

Point SphericalWarper::warp(InputArray src, InputArray K, InputArray R, int interp_mode, int border_mode, OutputArray dst)
{
    UMat uxmap, uymap;
    Rect dst_roi = buildMaps(src.size(), K, R, uxmap, uymap);

    dst.create(dst_roi.height + 1, dst_roi.width + 1, src.type());
    remap(src, dst, uxmap, uymap, interp_mode, border_mode);

    return dst_roi.tl();
}

/////////////////////////////////////////// CylindricalWarper ////////////////////////////////////////

Rect CylindricalWarper::buildMaps(Size src_size, InputArray K, InputArray R, OutputArray xmap, OutputArray ymap)
{
#ifdef HAVE_OPENCL
    if (ocl::isOpenCLActivated())
    {
        ocl::Kernel k("buildWarpCylindricalMaps", ocl::stitching::warpers_oclsrc);
        if (!k.empty())
        {
            int rowsPerWI = ocl::Device::getDefault().isIntel() ? 4 : 1;
            projector_.setCameraParams(K, R);

            Point dst_tl, dst_br;
            detectResultRoi(src_size, dst_tl, dst_br);

            Size dsize(dst_br.x - dst_tl.x + 1, dst_br.y - dst_tl.y + 1);
            xmap.create(dsize, CV_32FC1);
            ymap.create(dsize, CV_32FC1);

            Mat k_rinv(1, 9, CV_32FC1, projector_.k_rinv);
            UMat uxmap = xmap.getUMat(), uymap = ymap.getUMat(), uk_rinv = k_rinv.getUMat(ACCESS_READ);

            k.args(ocl::KernelArg::WriteOnlyNoSize(uxmap), ocl::KernelArg::WriteOnly(uymap),
                   ocl::KernelArg::PtrReadOnly(uk_rinv), dst_tl.x, dst_tl.y, 1/projector_.scale,
                   rowsPerWI);

            size_t globalsize[2] = { (size_t)dsize.width, ((size_t)dsize.height + rowsPerWI - 1) / rowsPerWI };
            if (k.run(2, globalsize, NULL, true))
            {
                CV_IMPL_ADD(CV_IMPL_OCL);
                return Rect(dst_tl, dst_br);
            }
        }
    }
#endif
    return RotationWarperBase<CylindricalProjector>::buildMaps(src_size, K, R, xmap, ymap);
}

Point CylindricalWarper::warp(InputArray src, InputArray K, InputArray R, int interp_mode, int border_mode, OutputArray dst)
{
    UMat uxmap, uymap;
    Rect dst_roi = buildMaps(src.size(), K, R, uxmap, uymap);

    dst.create(dst_roi.height + 1, dst_roi.width + 1, src.type());
    remap(src, dst, uxmap, uymap, interp_mode, border_mode);

    return dst_roi.tl();
}

} // namespace detail
} // namespace cv