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458 lines
17 KiB
C++
458 lines
17 KiB
C++
/*M///////////////////////////////////////////////////////////////////////////////////////
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//
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// IMPORTANT: READ BEFORE DOWNLOADING, COPYING, INSTALLING OR USING.
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//
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// By downloading, copying, installing or using the software you agree to this license.
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// If you do not agree to this license, do not download, install,
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// copy or use the software.
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//
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//
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// License Agreement
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// For Open Source Computer Vision Library
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//
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// Copyright (C) 2000-2008, Intel Corporation, all rights reserved.
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// Copyright (C) 2009, Willow Garage Inc., all rights reserved.
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// Third party copyrights are property of their respective owners.
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//
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// Redistribution and use in source and binary forms, with or without modification,
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// are permitted provided that the following conditions are met:
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//
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// * Redistribution's of source code must retain the above copyright notice,
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// this list of conditions and the following disclaimer.
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//
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// * Redistribution's in binary form must reproduce the above copyright notice,
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// this list of conditions and the following disclaimer in the documentation
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// and/or other materials provided with the distribution.
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//
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// * The name of the copyright holders may not be used to endorse or promote products
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// derived from this software without specific prior written permission.
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//
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// This software is provided by the copyright holders and contributors "as is" and
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// any express or implied warranties, including, but not limited to, the implied
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// warranties of merchantability and fitness for a particular purpose are disclaimed.
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// In no event shall the Intel Corporation or contributors be liable for any direct,
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// indirect, incidental, special, exemplary, or consequential damages
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// (including, but not limited to, procurement of substitute goods or services;
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// loss of use, data, or profits; or business interruption) however caused
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// and on any theory of liability, whether in contract, strict liability,
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// or tort (including negligence or otherwise) arising in any way out of
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// the use of this software, even if advised of the possibility of such damage.
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//
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//M*/
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#include "precomp.hpp"
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#include "opencl_kernels_stitching.hpp"
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namespace cv {
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namespace detail {
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void ProjectorBase::setCameraParams(InputArray _K, InputArray _R, InputArray _T)
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{
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Mat K = _K.getMat(), R = _R.getMat(), T = _T.getMat();
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CV_Assert(K.size() == Size(3, 3) && K.type() == CV_32F);
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CV_Assert(R.size() == Size(3, 3) && R.type() == CV_32F);
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CV_Assert((T.size() == Size(1, 3) || T.size() == Size(3, 1)) && T.type() == CV_32F);
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Mat_<float> K_(K);
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k[0] = K_(0,0); k[1] = K_(0,1); k[2] = K_(0,2);
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k[3] = K_(1,0); k[4] = K_(1,1); k[5] = K_(1,2);
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k[6] = K_(2,0); k[7] = K_(2,1); k[8] = K_(2,2);
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Mat_<float> Rinv = R.t();
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rinv[0] = Rinv(0,0); rinv[1] = Rinv(0,1); rinv[2] = Rinv(0,2);
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rinv[3] = Rinv(1,0); rinv[4] = Rinv(1,1); rinv[5] = Rinv(1,2);
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rinv[6] = Rinv(2,0); rinv[7] = Rinv(2,1); rinv[8] = Rinv(2,2);
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Mat_<float> R_Kinv = R * K.inv();
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r_kinv[0] = R_Kinv(0,0); r_kinv[1] = R_Kinv(0,1); r_kinv[2] = R_Kinv(0,2);
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r_kinv[3] = R_Kinv(1,0); r_kinv[4] = R_Kinv(1,1); r_kinv[5] = R_Kinv(1,2);
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r_kinv[6] = R_Kinv(2,0); r_kinv[7] = R_Kinv(2,1); r_kinv[8] = R_Kinv(2,2);
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Mat_<float> K_Rinv = K * Rinv;
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k_rinv[0] = K_Rinv(0,0); k_rinv[1] = K_Rinv(0,1); k_rinv[2] = K_Rinv(0,2);
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k_rinv[3] = K_Rinv(1,0); k_rinv[4] = K_Rinv(1,1); k_rinv[5] = K_Rinv(1,2);
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k_rinv[6] = K_Rinv(2,0); k_rinv[7] = K_Rinv(2,1); k_rinv[8] = K_Rinv(2,2);
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Mat_<float> T_(T.reshape(0, 3));
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t[0] = T_(0,0); t[1] = T_(1,0); t[2] = T_(2,0);
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}
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Point2f PlaneWarper::warpPoint(const Point2f &pt, InputArray K, InputArray R, InputArray T)
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{
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projector_.setCameraParams(K, R, T);
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Point2f uv;
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projector_.mapForward(pt.x, pt.y, uv.x, uv.y);
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return uv;
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}
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Rect PlaneWarper::buildMaps(Size src_size, InputArray K, InputArray R, InputArray T, OutputArray _xmap, OutputArray _ymap)
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{
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projector_.setCameraParams(K, R, T);
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Point dst_tl, dst_br;
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detectResultRoi(src_size, dst_tl, dst_br);
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Size dsize(dst_br.x - dst_tl.x + 1, dst_br.y - dst_tl.y + 1);
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_xmap.create(dsize, CV_32FC1);
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_ymap.create(dsize, CV_32FC1);
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if (ocl::useOpenCL())
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{
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ocl::Kernel k("buildWarpPlaneMaps", ocl::stitching::warpers_oclsrc);
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if (!k.empty())
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{
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int rowsPerWI = ocl::Device::getDefault().isIntel() ? 4 : 1;
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Mat k_rinv(1, 9, CV_32FC1, projector_.k_rinv), t(1, 3, CV_32FC1, projector_.t);
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UMat uxmap = _xmap.getUMat(), uymap = _ymap.getUMat(),
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uk_rinv = k_rinv.getUMat(ACCESS_READ), ut = t.getUMat(ACCESS_READ);
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k.args(ocl::KernelArg::WriteOnlyNoSize(uxmap), ocl::KernelArg::WriteOnly(uymap),
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ocl::KernelArg::PtrReadOnly(uk_rinv), ocl::KernelArg::PtrReadOnly(ut),
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dst_tl.x, dst_tl.y, projector_.scale, rowsPerWI);
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size_t globalsize[2] = { dsize.width, (dsize.height + rowsPerWI - 1) / rowsPerWI };
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if (k.run(2, globalsize, NULL, true))
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return Rect(dst_tl, dst_br);
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}
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}
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Mat xmap = _xmap.getMat(), ymap = _ymap.getMat();
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float x, y;
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for (int v = dst_tl.y; v <= dst_br.y; ++v)
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{
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for (int u = dst_tl.x; u <= dst_br.x; ++u)
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{
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projector_.mapBackward(static_cast<float>(u), static_cast<float>(v), x, y);
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xmap.at<float>(v - dst_tl.y, u - dst_tl.x) = x;
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ymap.at<float>(v - dst_tl.y, u - dst_tl.x) = y;
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}
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}
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return Rect(dst_tl, dst_br);
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}
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Point PlaneWarper::warp(InputArray src, InputArray K, InputArray R, InputArray T, int interp_mode, int border_mode,
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OutputArray dst)
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{
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UMat uxmap, uymap;
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Rect dst_roi = buildMaps(src.size(), K, R, T, uxmap, uymap);
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dst.create(dst_roi.height + 1, dst_roi.width + 1, src.type());
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remap(src, dst, uxmap, uymap, interp_mode, border_mode);
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return dst_roi.tl();
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}
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Rect PlaneWarper::warpRoi(Size src_size, InputArray K, InputArray R, InputArray T)
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{
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projector_.setCameraParams(K, R, T);
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Point dst_tl, dst_br;
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detectResultRoi(src_size, dst_tl, dst_br);
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return Rect(dst_tl, Point(dst_br.x + 1, dst_br.y + 1));
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}
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void PlaneWarper::detectResultRoi(Size src_size, Point &dst_tl, Point &dst_br)
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{
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float tl_uf = std::numeric_limits<float>::max();
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float tl_vf = std::numeric_limits<float>::max();
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float br_uf = -std::numeric_limits<float>::max();
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float br_vf = -std::numeric_limits<float>::max();
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float u, v;
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projector_.mapForward(0, 0, u, v);
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tl_uf = std::min(tl_uf, u); tl_vf = std::min(tl_vf, v);
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br_uf = std::max(br_uf, u); br_vf = std::max(br_vf, v);
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projector_.mapForward(0, static_cast<float>(src_size.height - 1), u, v);
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tl_uf = std::min(tl_uf, u); tl_vf = std::min(tl_vf, v);
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br_uf = std::max(br_uf, u); br_vf = std::max(br_vf, v);
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projector_.mapForward(static_cast<float>(src_size.width - 1), 0, u, v);
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tl_uf = std::min(tl_uf, u); tl_vf = std::min(tl_vf, v);
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br_uf = std::max(br_uf, u); br_vf = std::max(br_vf, v);
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projector_.mapForward(static_cast<float>(src_size.width - 1), static_cast<float>(src_size.height - 1), u, v);
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tl_uf = std::min(tl_uf, u); tl_vf = std::min(tl_vf, v);
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br_uf = std::max(br_uf, u); br_vf = std::max(br_vf, v);
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dst_tl.x = static_cast<int>(tl_uf);
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dst_tl.y = static_cast<int>(tl_vf);
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dst_br.x = static_cast<int>(br_uf);
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dst_br.y = static_cast<int>(br_vf);
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}
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void SphericalWarper::detectResultRoi(Size src_size, Point &dst_tl, Point &dst_br)
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{
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detectResultRoiByBorder(src_size, dst_tl, dst_br);
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float tl_uf = static_cast<float>(dst_tl.x);
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float tl_vf = static_cast<float>(dst_tl.y);
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float br_uf = static_cast<float>(dst_br.x);
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float br_vf = static_cast<float>(dst_br.y);
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float x = projector_.rinv[1];
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float y = projector_.rinv[4];
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float z = projector_.rinv[7];
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if (y > 0.f)
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{
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float x_ = (projector_.k[0] * x + projector_.k[1] * y) / z + projector_.k[2];
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float y_ = projector_.k[4] * y / z + projector_.k[5];
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if (x_ > 0.f && x_ < src_size.width && y_ > 0.f && y_ < src_size.height)
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{
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tl_uf = std::min(tl_uf, 0.f); tl_vf = std::min(tl_vf, static_cast<float>(CV_PI * projector_.scale));
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br_uf = std::max(br_uf, 0.f); br_vf = std::max(br_vf, static_cast<float>(CV_PI * projector_.scale));
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}
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}
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x = projector_.rinv[1];
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y = -projector_.rinv[4];
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z = projector_.rinv[7];
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if (y > 0.f)
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{
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float x_ = (projector_.k[0] * x + projector_.k[1] * y) / z + projector_.k[2];
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float y_ = projector_.k[4] * y / z + projector_.k[5];
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if (x_ > 0.f && x_ < src_size.width && y_ > 0.f && y_ < src_size.height)
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{
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tl_uf = std::min(tl_uf, 0.f); tl_vf = std::min(tl_vf, static_cast<float>(0));
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br_uf = std::max(br_uf, 0.f); br_vf = std::max(br_vf, static_cast<float>(0));
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}
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}
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dst_tl.x = static_cast<int>(tl_uf);
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dst_tl.y = static_cast<int>(tl_vf);
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dst_br.x = static_cast<int>(br_uf);
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dst_br.y = static_cast<int>(br_vf);
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}
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#ifdef HAVE_OPENCV_CUDAWARPING
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Rect PlaneWarperGpu::buildMaps(Size src_size, InputArray K, InputArray R, cuda::GpuMat & xmap, cuda::GpuMat & ymap)
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{
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return buildMaps(src_size, K, R, Mat::zeros(3, 1, CV_32F), xmap, ymap);
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}
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Rect PlaneWarperGpu::buildMaps(Size src_size, InputArray K, InputArray R, InputArray T, cuda::GpuMat & xmap, cuda::GpuMat & ymap)
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{
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projector_.setCameraParams(K, R, T);
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Point dst_tl, dst_br;
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detectResultRoi(src_size, dst_tl, dst_br);
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cuda::buildWarpPlaneMaps(src_size, Rect(dst_tl, Point(dst_br.x + 1, dst_br.y + 1)),
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K, R, T, projector_.scale, xmap, ymap);
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return Rect(dst_tl, dst_br);
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}
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Point PlaneWarperGpu::warp(const cuda::GpuMat & src, InputArray K, InputArray R, int interp_mode, int border_mode,
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cuda::GpuMat & dst)
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{
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return warp(src, K, R, Mat::zeros(3, 1, CV_32F), interp_mode, border_mode, dst);
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}
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Point PlaneWarperGpu::warp(const cuda::GpuMat & src, InputArray K, InputArray R, InputArray T, int interp_mode, int border_mode,
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cuda::GpuMat & dst)
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{
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Rect dst_roi = buildMaps(src.size(), K, R, T, d_xmap_, d_ymap_);
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dst.create(dst_roi.height + 1, dst_roi.width + 1, src.type());
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cuda::remap(src, dst, d_xmap_, d_ymap_, interp_mode, border_mode);
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return dst_roi.tl();
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}
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Rect SphericalWarperGpu::buildMaps(Size src_size, InputArray K, InputArray R, cuda::GpuMat & xmap, cuda::GpuMat & ymap)
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{
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projector_.setCameraParams(K, R);
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Point dst_tl, dst_br;
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detectResultRoi(src_size, dst_tl, dst_br);
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cuda::buildWarpSphericalMaps(src_size, Rect(dst_tl, Point(dst_br.x + 1, dst_br.y + 1)),
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K, R, projector_.scale, xmap, ymap);
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return Rect(dst_tl, dst_br);
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}
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Point SphericalWarperGpu::warp(const cuda::GpuMat & src, InputArray K, InputArray R, int interp_mode, int border_mode,
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cuda::GpuMat & dst)
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{
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Rect dst_roi = buildMaps(src.size(), K, R, d_xmap_, d_ymap_);
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dst.create(dst_roi.height + 1, dst_roi.width + 1, src.type());
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cuda::remap(src, dst, d_xmap_, d_ymap_, interp_mode, border_mode);
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return dst_roi.tl();
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}
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Rect CylindricalWarperGpu::buildMaps(Size src_size, InputArray K, InputArray R, cuda::GpuMat & xmap, cuda::GpuMat & ymap)
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{
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projector_.setCameraParams(K, R);
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Point dst_tl, dst_br;
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detectResultRoi(src_size, dst_tl, dst_br);
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cuda::buildWarpCylindricalMaps(src_size, Rect(dst_tl, Point(dst_br.x + 1, dst_br.y + 1)),
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K, R, projector_.scale, xmap, ymap);
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return Rect(dst_tl, dst_br);
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}
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Point CylindricalWarperGpu::warp(const cuda::GpuMat & src, InputArray K, InputArray R, int interp_mode, int border_mode,
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cuda::GpuMat & dst)
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{
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Rect dst_roi = buildMaps(src.size(), K, R, d_xmap_, d_ymap_);
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dst.create(dst_roi.height + 1, dst_roi.width + 1, src.type());
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cuda::remap(src, dst, d_xmap_, d_ymap_, interp_mode, border_mode);
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return dst_roi.tl();
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}
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#endif
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void SphericalPortraitWarper::detectResultRoi(Size src_size, Point &dst_tl, Point &dst_br)
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{
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detectResultRoiByBorder(src_size, dst_tl, dst_br);
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float tl_uf = static_cast<float>(dst_tl.x);
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float tl_vf = static_cast<float>(dst_tl.y);
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float br_uf = static_cast<float>(dst_br.x);
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float br_vf = static_cast<float>(dst_br.y);
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float x = projector_.rinv[0];
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float y = projector_.rinv[3];
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float z = projector_.rinv[6];
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if (y > 0.f)
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{
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float x_ = (projector_.k[0] * x + projector_.k[1] * y) / z + projector_.k[2];
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float y_ = projector_.k[4] * y / z + projector_.k[5];
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if (x_ > 0.f && x_ < src_size.width && y_ > 0.f && y_ < src_size.height)
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{
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tl_uf = std::min(tl_uf, 0.f); tl_vf = std::min(tl_vf, static_cast<float>(CV_PI * projector_.scale));
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br_uf = std::max(br_uf, 0.f); br_vf = std::max(br_vf, static_cast<float>(CV_PI * projector_.scale));
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}
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}
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x = projector_.rinv[0];
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y = -projector_.rinv[3];
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z = projector_.rinv[6];
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if (y > 0.f)
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{
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float x_ = (projector_.k[0] * x + projector_.k[1] * y) / z + projector_.k[2];
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float y_ = projector_.k[4] * y / z + projector_.k[5];
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if (x_ > 0.f && x_ < src_size.width && y_ > 0.f && y_ < src_size.height)
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{
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tl_uf = std::min(tl_uf, 0.f); tl_vf = std::min(tl_vf, static_cast<float>(0));
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br_uf = std::max(br_uf, 0.f); br_vf = std::max(br_vf, static_cast<float>(0));
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}
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}
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dst_tl.x = static_cast<int>(tl_uf);
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dst_tl.y = static_cast<int>(tl_vf);
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dst_br.x = static_cast<int>(br_uf);
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dst_br.y = static_cast<int>(br_vf);
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}
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/////////////////////////////////////////// SphericalWarper ////////////////////////////////////////
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Rect SphericalWarper::buildMaps(Size src_size, InputArray K, InputArray R, OutputArray xmap, OutputArray ymap)
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{
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if (ocl::useOpenCL())
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{
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ocl::Kernel k("buildWarpSphericalMaps", ocl::stitching::warpers_oclsrc);
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if (!k.empty())
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{
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int rowsPerWI = ocl::Device::getDefault().isIntel() ? 4 : 1;
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projector_.setCameraParams(K, R);
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Point dst_tl, dst_br;
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detectResultRoi(src_size, dst_tl, dst_br);
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Size dsize(dst_br.x - dst_tl.x + 1, dst_br.y - dst_tl.y + 1);
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xmap.create(dsize, CV_32FC1);
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ymap.create(dsize, CV_32FC1);
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Mat k_rinv(1, 9, CV_32FC1, projector_.k_rinv);
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UMat uxmap = xmap.getUMat(), uymap = ymap.getUMat(), uk_rinv = k_rinv.getUMat(ACCESS_READ);
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k.args(ocl::KernelArg::WriteOnlyNoSize(uxmap), ocl::KernelArg::WriteOnly(uymap),
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ocl::KernelArg::PtrReadOnly(uk_rinv), dst_tl.x, dst_tl.y, projector_.scale, rowsPerWI);
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|
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size_t globalsize[2] = { dsize.width, (dsize.height + rowsPerWI - 1) / rowsPerWI };
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if (k.run(2, globalsize, NULL, true))
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return Rect(dst_tl, dst_br);
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}
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}
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return RotationWarperBase<SphericalProjector>::buildMaps(src_size, K, R, xmap, ymap);
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}
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Point SphericalWarper::warp(InputArray src, InputArray K, InputArray R, int interp_mode, int border_mode, OutputArray dst)
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{
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UMat uxmap, uymap;
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Rect dst_roi = buildMaps(src.size(), K, R, uxmap, uymap);
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|
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dst.create(dst_roi.height + 1, dst_roi.width + 1, src.type());
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remap(src, dst, uxmap, uymap, interp_mode, border_mode);
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|
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return dst_roi.tl();
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}
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/////////////////////////////////////////// CylindricalWarper ////////////////////////////////////////
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|
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Rect CylindricalWarper::buildMaps(Size src_size, InputArray K, InputArray R, OutputArray xmap, OutputArray ymap)
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{
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if (ocl::useOpenCL())
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{
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ocl::Kernel k("buildWarpCylindricalMaps", ocl::stitching::warpers_oclsrc);
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if (!k.empty())
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|
{
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int rowsPerWI = ocl::Device::getDefault().isIntel() ? 4 : 1;
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projector_.setCameraParams(K, R);
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|
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Point dst_tl, dst_br;
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detectResultRoi(src_size, dst_tl, dst_br);
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|
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Size dsize(dst_br.x - dst_tl.x + 1, dst_br.y - dst_tl.y + 1);
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xmap.create(dsize, CV_32FC1);
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ymap.create(dsize, CV_32FC1);
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|
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Mat k_rinv(1, 9, CV_32FC1, projector_.k_rinv);
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UMat uxmap = xmap.getUMat(), uymap = ymap.getUMat(), uk_rinv = k_rinv.getUMat(ACCESS_READ);
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|
|
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k.args(ocl::KernelArg::WriteOnlyNoSize(uxmap), ocl::KernelArg::WriteOnly(uymap),
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|
ocl::KernelArg::PtrReadOnly(uk_rinv), dst_tl.x, dst_tl.y, projector_.scale,
|
|
rowsPerWI);
|
|
|
|
size_t globalsize[2] = { dsize.width, (dsize.height + rowsPerWI - 1) / rowsPerWI };
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|
if (k.run(2, globalsize, NULL, true))
|
|
return Rect(dst_tl, dst_br);
|
|
}
|
|
}
|
|
|
|
return RotationWarperBase<CylindricalProjector>::buildMaps(src_size, K, R, xmap, ymap);
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|
}
|
|
|
|
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);
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|
|
|
return dst_roi.tl();
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|
}
|
|
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} // namespace detail
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} // namespace cv
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