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- /*M///////////////////////////////////////////////////////////////////////////////////////
- //
- // IMPORTANT: READ BEFORE DOWNLOADING, COPYING, INSTALLING OR USING.
- //
- // By downloading, copying, installing or using the software you agree to this license.
- // If you do not agree to this license, do not download, install,
- // copy or use the software.
- //
- //
- // License Agreement
- // For Open Source Computer Vision Library
- //
- // Copyright (C) 2000-2008, Intel Corporation, all rights reserved.
- // Copyright (C) 2009, Willow Garage Inc., all rights reserved.
- // Third party copyrights are property of their respective owners.
- //
- // Redistribution and use in source and binary forms, with or without modification,
- // are permitted provided that the following conditions are met:
- //
- // * Redistribution's of source code must retain the above copyright notice,
- // this list of conditions and the following disclaimer.
- //
- // * Redistribution's in binary form must reproduce the above copyright notice,
- // this list of conditions and the following disclaimer in the documentation
- // and/or other materials provided with the distribution.
- //
- // * The name of the copyright holders may not be used to endorse or promote products
- // derived from this software without specific prior written permission.
- //
- // This software is provided by the copyright holders and contributors "as is" and
- // any express or implied warranties, including, but not limited to, the implied
- // warranties of merchantability and fitness for a particular purpose are disclaimed.
- // In no event shall the Intel Corporation or contributors be liable for any direct,
- // indirect, incidental, special, exemplary, or consequential damages
- // (including, but not limited to, procurement of substitute goods or services;
- // loss of use, data, or profits; or business interruption) however caused
- // and on any theory of liability, whether in contract, strict liability,
- // or tort (including negligence or otherwise) arising in any way out of
- // the use of this software, even if advised of the possibility of such damage.
- //
- //M*/
- #ifndef OPENCV_STITCHING_WARPERS_HPP
- #define OPENCV_STITCHING_WARPERS_HPP
- #include "opencv2/core.hpp"
- #include "opencv2/core/cuda.hpp"
- #include "opencv2/imgproc.hpp"
- #include "opencv2/opencv_modules.hpp"
- namespace cv {
- namespace detail {
- //! @addtogroup stitching_warp
- //! @{
- /** @brief Rotation-only model image warper interface.
- */
- class CV_EXPORTS RotationWarper
- {
- public:
- virtual ~RotationWarper() {}
- /** @brief Projects the image point.
- @param pt Source point
- @param K Camera intrinsic parameters
- @param R Camera rotation matrix
- @return Projected point
- */
- virtual Point2f warpPoint(const Point2f &pt, InputArray K, InputArray R) = 0;
- /** @brief Projects the image point backward.
- @param pt Projected point
- @param K Camera intrinsic parameters
- @param R Camera rotation matrix
- @return Backward-projected point
- */
- #if CV_VERSION_MAJOR == 4
- virtual Point2f warpPointBackward(const Point2f& pt, InputArray K, InputArray R)
- {
- CV_UNUSED(pt); CV_UNUSED(K); CV_UNUSED(R);
- CV_Error(Error::StsNotImplemented, "");
- }
- #else
- virtual Point2f warpPointBackward(const Point2f& pt, InputArray K, InputArray R) = 0;
- #endif
- /** @brief Builds the projection maps according to the given camera data.
- @param src_size Source image size
- @param K Camera intrinsic parameters
- @param R Camera rotation matrix
- @param xmap Projection map for the x axis
- @param ymap Projection map for the y axis
- @return Projected image minimum bounding box
- */
- virtual Rect buildMaps(Size src_size, InputArray K, InputArray R, OutputArray xmap, OutputArray ymap) = 0;
- /** @brief Projects the image.
- @param src Source image
- @param K Camera intrinsic parameters
- @param R Camera rotation matrix
- @param interp_mode Interpolation mode
- @param border_mode Border extrapolation mode
- @param dst Projected image
- @return Project image top-left corner
- */
- virtual Point warp(InputArray src, InputArray K, InputArray R, int interp_mode, int border_mode,
- CV_OUT OutputArray dst) = 0;
- /** @brief Projects the image backward.
- @param src Projected image
- @param K Camera intrinsic parameters
- @param R Camera rotation matrix
- @param interp_mode Interpolation mode
- @param border_mode Border extrapolation mode
- @param dst_size Backward-projected image size
- @param dst Backward-projected image
- */
- virtual void warpBackward(InputArray src, InputArray K, InputArray R, int interp_mode, int border_mode,
- Size dst_size, CV_OUT OutputArray dst) = 0;
- /**
- @param src_size Source image bounding box
- @param K Camera intrinsic parameters
- @param R Camera rotation matrix
- @return Projected image minimum bounding box
- */
- virtual Rect warpRoi(Size src_size, InputArray K, InputArray R) = 0;
- virtual float getScale() const { return 1.f; }
- virtual void setScale(float) {}
- };
- /** @brief Base class for warping logic implementation.
- */
- struct CV_EXPORTS_W_SIMPLE ProjectorBase
- {
- void setCameraParams(InputArray K = Mat::eye(3, 3, CV_32F),
- InputArray R = Mat::eye(3, 3, CV_32F),
- InputArray T = Mat::zeros(3, 1, CV_32F));
- float scale;
- float k[9];
- float rinv[9];
- float r_kinv[9];
- float k_rinv[9];
- float t[3];
- };
- /** @brief Base class for rotation-based warper using a detail::ProjectorBase_ derived class.
- */
- template <class P>
- class CV_EXPORTS_TEMPLATE RotationWarperBase : public RotationWarper
- {
- public:
- Point2f warpPoint(const Point2f &pt, InputArray K, InputArray R) CV_OVERRIDE;
- Point2f warpPointBackward(const Point2f &pt, InputArray K, InputArray R) CV_OVERRIDE;
- Rect buildMaps(Size src_size, InputArray K, InputArray R, OutputArray xmap, OutputArray ymap) CV_OVERRIDE;
- Point warp(InputArray src, InputArray K, InputArray R, int interp_mode, int border_mode,
- OutputArray dst) CV_OVERRIDE;
- void warpBackward(InputArray src, InputArray K, InputArray R, int interp_mode, int border_mode,
- Size dst_size, OutputArray dst) CV_OVERRIDE;
- Rect warpRoi(Size src_size, InputArray K, InputArray R) CV_OVERRIDE;
- float getScale() const CV_OVERRIDE{ return projector_.scale; }
- void setScale(float val) CV_OVERRIDE { projector_.scale = val; }
- protected:
- // Detects ROI of the destination image. It's correct for any projection.
- virtual void detectResultRoi(Size src_size, Point &dst_tl, Point &dst_br);
- // Detects ROI of the destination image by walking over image border.
- // Correctness for any projection isn't guaranteed.
- void detectResultRoiByBorder(Size src_size, Point &dst_tl, Point &dst_br);
- P projector_;
- };
- struct CV_EXPORTS PlaneProjector : ProjectorBase
- {
- void mapForward(float x, float y, float &u, float &v);
- void mapBackward(float u, float v, float &x, float &y);
- };
- /** @brief Warper that maps an image onto the z = 1 plane.
- */
- class CV_EXPORTS PlaneWarper : public RotationWarperBase<PlaneProjector>
- {
- public:
- /** @brief Construct an instance of the plane warper class.
- @param scale Projected image scale multiplier
- */
- PlaneWarper(float scale = 1.f) { projector_.scale = scale; }
- Point2f warpPoint(const Point2f &pt, InputArray K, InputArray R) CV_OVERRIDE;
- Point2f warpPoint(const Point2f &pt, InputArray K, InputArray R, InputArray T);
- Point2f warpPointBackward(const Point2f& pt, InputArray K, InputArray R) CV_OVERRIDE;
- Point2f warpPointBackward(const Point2f& pt, InputArray K, InputArray R, InputArray T);
- virtual Rect buildMaps(Size src_size, InputArray K, InputArray R, InputArray T, CV_OUT OutputArray xmap, CV_OUT OutputArray ymap);
- Rect buildMaps(Size src_size, InputArray K, InputArray R, CV_OUT OutputArray xmap, CV_OUT OutputArray ymap) CV_OVERRIDE;
- Point warp(InputArray src, InputArray K, InputArray R,
- int interp_mode, int border_mode, CV_OUT OutputArray dst) CV_OVERRIDE;
- virtual Point warp(InputArray src, InputArray K, InputArray R, InputArray T, int interp_mode, int border_mode,
- CV_OUT OutputArray dst);
- Rect warpRoi(Size src_size, InputArray K, InputArray R) CV_OVERRIDE;
- Rect warpRoi(Size src_size, InputArray K, InputArray R, InputArray T);
- protected:
- void detectResultRoi(Size src_size, Point &dst_tl, Point &dst_br) CV_OVERRIDE;
- };
- /** @brief Affine warper that uses rotations and translations
- Uses affine transformation in homogeneous coordinates to represent both rotation and
- translation in camera rotation matrix.
- */
- class CV_EXPORTS AffineWarper : public PlaneWarper
- {
- public:
- /** @brief Construct an instance of the affine warper class.
- @param scale Projected image scale multiplier
- */
- AffineWarper(float scale = 1.f) : PlaneWarper(scale) {}
- /** @brief Projects the image point.
- @param pt Source point
- @param K Camera intrinsic parameters
- @param H Camera extrinsic parameters
- @return Projected point
- */
- Point2f warpPoint(const Point2f &pt, InputArray K, InputArray H) CV_OVERRIDE;
- /** @brief Projects the image point backward.
- @param pt Projected point
- @param K Camera intrinsic parameters
- @param H Camera extrinsic parameters
- @return Backward-projected point
- */
- Point2f warpPointBackward(const Point2f &pt, InputArray K, InputArray H) CV_OVERRIDE;
- /** @brief Builds the projection maps according to the given camera data.
- @param src_size Source image size
- @param K Camera intrinsic parameters
- @param H Camera extrinsic parameters
- @param xmap Projection map for the x axis
- @param ymap Projection map for the y axis
- @return Projected image minimum bounding box
- */
- Rect buildMaps(Size src_size, InputArray K, InputArray H, OutputArray xmap, OutputArray ymap) CV_OVERRIDE;
- /** @brief Projects the image.
- @param src Source image
- @param K Camera intrinsic parameters
- @param H Camera extrinsic parameters
- @param interp_mode Interpolation mode
- @param border_mode Border extrapolation mode
- @param dst Projected image
- @return Project image top-left corner
- */
- Point warp(InputArray src, InputArray K, InputArray H,
- int interp_mode, int border_mode, OutputArray dst) CV_OVERRIDE;
- /**
- @param src_size Source image bounding box
- @param K Camera intrinsic parameters
- @param H Camera extrinsic parameters
- @return Projected image minimum bounding box
- */
- Rect warpRoi(Size src_size, InputArray K, InputArray H) CV_OVERRIDE;
- protected:
- /** @brief Extracts rotation and translation matrices from matrix H representing
- affine transformation in homogeneous coordinates
- */
- void getRTfromHomogeneous(InputArray H, Mat &R, Mat &T);
- };
- struct CV_EXPORTS_W_SIMPLE SphericalProjector : ProjectorBase
- {
- CV_WRAP void mapForward(float x, float y, float &u, float &v);
- CV_WRAP void mapBackward(float u, float v, float &x, float &y);
- };
- /** @brief Warper that maps an image onto the unit sphere located at the origin.
- Projects image onto unit sphere with origin at (0, 0, 0) and radius scale, measured in pixels.
- A 360 panorama would therefore have a resulting width of 2 * scale * PI pixels.
- Poles are located at (0, -1, 0) and (0, 1, 0) points.
- */
- class CV_EXPORTS SphericalWarper : public RotationWarperBase<SphericalProjector>
- {
- public:
- /** @brief Construct an instance of the spherical warper class.
- @param scale Radius of the projected sphere, in pixels. An image spanning the
- whole sphere will have a width of 2 * scale * PI pixels.
- */
- SphericalWarper(float scale) { projector_.scale = scale; }
- Rect buildMaps(Size src_size, InputArray K, InputArray R, OutputArray xmap, OutputArray ymap) CV_OVERRIDE;
- Point warp(InputArray src, InputArray K, InputArray R, int interp_mode, int border_mode, OutputArray dst) CV_OVERRIDE;
- protected:
- void detectResultRoi(Size src_size, Point &dst_tl, Point &dst_br) CV_OVERRIDE;
- };
- struct CV_EXPORTS CylindricalProjector : ProjectorBase
- {
- void mapForward(float x, float y, float &u, float &v);
- void mapBackward(float u, float v, float &x, float &y);
- };
- /** @brief Warper that maps an image onto the x\*x + z\*z = 1 cylinder.
- */
- class CV_EXPORTS CylindricalWarper : public RotationWarperBase<CylindricalProjector>
- {
- public:
- /** @brief Construct an instance of the cylindrical warper class.
- @param scale Projected image scale multiplier
- */
- CylindricalWarper(float scale) { projector_.scale = scale; }
- Rect buildMaps(Size src_size, InputArray K, InputArray R, OutputArray xmap, OutputArray ymap) CV_OVERRIDE;
- Point warp(InputArray src, InputArray K, InputArray R, int interp_mode, int border_mode, OutputArray dst) CV_OVERRIDE;
- protected:
- void detectResultRoi(Size src_size, Point &dst_tl, Point &dst_br) CV_OVERRIDE
- {
- RotationWarperBase<CylindricalProjector>::detectResultRoiByBorder(src_size, dst_tl, dst_br);
- }
- };
- struct CV_EXPORTS FisheyeProjector : ProjectorBase
- {
- void mapForward(float x, float y, float &u, float &v);
- void mapBackward(float u, float v, float &x, float &y);
- };
- class CV_EXPORTS FisheyeWarper : public RotationWarperBase<FisheyeProjector>
- {
- public:
- FisheyeWarper(float scale) { projector_.scale = scale; }
- };
- struct CV_EXPORTS StereographicProjector : ProjectorBase
- {
- void mapForward(float x, float y, float &u, float &v);
- void mapBackward(float u, float v, float &x, float &y);
- };
- class CV_EXPORTS StereographicWarper : public RotationWarperBase<StereographicProjector>
- {
- public:
- StereographicWarper(float scale) { projector_.scale = scale; }
- };
- struct CV_EXPORTS CompressedRectilinearProjector : ProjectorBase
- {
- float a, b;
- void mapForward(float x, float y, float &u, float &v);
- void mapBackward(float u, float v, float &x, float &y);
- };
- class CV_EXPORTS CompressedRectilinearWarper : public RotationWarperBase<CompressedRectilinearProjector>
- {
- public:
- CompressedRectilinearWarper(float scale, float A = 1, float B = 1)
- {
- projector_.a = A;
- projector_.b = B;
- projector_.scale = scale;
- }
- };
- struct CV_EXPORTS CompressedRectilinearPortraitProjector : ProjectorBase
- {
- float a, b;
- void mapForward(float x, float y, float &u, float &v);
- void mapBackward(float u, float v, float &x, float &y);
- };
- class CV_EXPORTS CompressedRectilinearPortraitWarper : public RotationWarperBase<CompressedRectilinearPortraitProjector>
- {
- public:
- CompressedRectilinearPortraitWarper(float scale, float A = 1, float B = 1)
- {
- projector_.a = A;
- projector_.b = B;
- projector_.scale = scale;
- }
- };
- struct CV_EXPORTS PaniniProjector : ProjectorBase
- {
- float a, b;
- void mapForward(float x, float y, float &u, float &v);
- void mapBackward(float u, float v, float &x, float &y);
- };
- class CV_EXPORTS PaniniWarper : public RotationWarperBase<PaniniProjector>
- {
- public:
- PaniniWarper(float scale, float A = 1, float B = 1)
- {
- projector_.a = A;
- projector_.b = B;
- projector_.scale = scale;
- }
- };
- struct CV_EXPORTS PaniniPortraitProjector : ProjectorBase
- {
- float a, b;
- void mapForward(float x, float y, float &u, float &v);
- void mapBackward(float u, float v, float &x, float &y);
- };
- class CV_EXPORTS PaniniPortraitWarper : public RotationWarperBase<PaniniPortraitProjector>
- {
- public:
- PaniniPortraitWarper(float scale, float A = 1, float B = 1)
- {
- projector_.a = A;
- projector_.b = B;
- projector_.scale = scale;
- }
- };
- struct CV_EXPORTS MercatorProjector : ProjectorBase
- {
- void mapForward(float x, float y, float &u, float &v);
- void mapBackward(float u, float v, float &x, float &y);
- };
- class CV_EXPORTS MercatorWarper : public RotationWarperBase<MercatorProjector>
- {
- public:
- MercatorWarper(float scale) { projector_.scale = scale; }
- };
- struct CV_EXPORTS TransverseMercatorProjector : ProjectorBase
- {
- void mapForward(float x, float y, float &u, float &v);
- void mapBackward(float u, float v, float &x, float &y);
- };
- class CV_EXPORTS TransverseMercatorWarper : public RotationWarperBase<TransverseMercatorProjector>
- {
- public:
- TransverseMercatorWarper(float scale) { projector_.scale = scale; }
- };
- class CV_EXPORTS PlaneWarperGpu : public PlaneWarper
- {
- public:
- PlaneWarperGpu(float scale = 1.f) : PlaneWarper(scale) {}
- Rect buildMaps(Size src_size, InputArray K, InputArray R, OutputArray xmap, OutputArray ymap) CV_OVERRIDE
- {
- Rect result = buildMaps(src_size, K, R, d_xmap_, d_ymap_);
- d_xmap_.download(xmap);
- d_ymap_.download(ymap);
- return result;
- }
- Rect buildMaps(Size src_size, InputArray K, InputArray R, InputArray T, OutputArray xmap, OutputArray ymap) CV_OVERRIDE
- {
- Rect result = buildMaps(src_size, K, R, T, d_xmap_, d_ymap_);
- d_xmap_.download(xmap);
- d_ymap_.download(ymap);
- return result;
- }
- Point warp(InputArray src, InputArray K, InputArray R, int interp_mode, int border_mode,
- OutputArray dst) CV_OVERRIDE
- {
- d_src_.upload(src);
- Point result = warp(d_src_, K, R, interp_mode, border_mode, d_dst_);
- d_dst_.download(dst);
- return result;
- }
- Point warp(InputArray src, InputArray K, InputArray R, InputArray T, int interp_mode, int border_mode,
- OutputArray dst) CV_OVERRIDE
- {
- d_src_.upload(src);
- Point result = warp(d_src_, K, R, T, interp_mode, border_mode, d_dst_);
- d_dst_.download(dst);
- return result;
- }
- Rect buildMaps(Size src_size, InputArray K, InputArray R, cuda::GpuMat & xmap, cuda::GpuMat & ymap);
- Rect buildMaps(Size src_size, InputArray K, InputArray R, InputArray T, cuda::GpuMat & xmap, cuda::GpuMat & ymap);
- Point warp(const cuda::GpuMat & src, InputArray K, InputArray R, int interp_mode, int border_mode,
- cuda::GpuMat & dst);
- Point warp(const cuda::GpuMat & src, InputArray K, InputArray R, InputArray T, int interp_mode, int border_mode,
- cuda::GpuMat & dst);
- private:
- cuda::GpuMat d_xmap_, d_ymap_, d_src_, d_dst_;
- };
- class CV_EXPORTS SphericalWarperGpu : public SphericalWarper
- {
- public:
- SphericalWarperGpu(float scale) : SphericalWarper(scale) {}
- Rect buildMaps(Size src_size, InputArray K, InputArray R, OutputArray xmap, OutputArray ymap) CV_OVERRIDE
- {
- Rect result = buildMaps(src_size, K, R, d_xmap_, d_ymap_);
- d_xmap_.download(xmap);
- d_ymap_.download(ymap);
- return result;
- }
- Point warp(InputArray src, InputArray K, InputArray R, int interp_mode, int border_mode,
- OutputArray dst) CV_OVERRIDE
- {
- d_src_.upload(src);
- Point result = warp(d_src_, K, R, interp_mode, border_mode, d_dst_);
- d_dst_.download(dst);
- return result;
- }
- Rect buildMaps(Size src_size, InputArray K, InputArray R, cuda::GpuMat & xmap, cuda::GpuMat & ymap);
- Point warp(const cuda::GpuMat & src, InputArray K, InputArray R, int interp_mode, int border_mode,
- cuda::GpuMat & dst);
- private:
- cuda::GpuMat d_xmap_, d_ymap_, d_src_, d_dst_;
- };
- class CV_EXPORTS CylindricalWarperGpu : public CylindricalWarper
- {
- public:
- CylindricalWarperGpu(float scale) : CylindricalWarper(scale) {}
- Rect buildMaps(Size src_size, InputArray K, InputArray R, OutputArray xmap, OutputArray ymap) CV_OVERRIDE
- {
- Rect result = buildMaps(src_size, K, R, d_xmap_, d_ymap_);
- d_xmap_.download(xmap);
- d_ymap_.download(ymap);
- return result;
- }
- Point warp(InputArray src, InputArray K, InputArray R, int interp_mode, int border_mode,
- OutputArray dst) CV_OVERRIDE
- {
- d_src_.upload(src);
- Point result = warp(d_src_, K, R, interp_mode, border_mode, d_dst_);
- d_dst_.download(dst);
- return result;
- }
- Rect buildMaps(Size src_size, InputArray K, InputArray R, cuda::GpuMat & xmap, cuda::GpuMat & ymap);
- Point warp(const cuda::GpuMat & src, InputArray K, InputArray R, int interp_mode, int border_mode,
- cuda::GpuMat & dst);
- private:
- cuda::GpuMat d_xmap_, d_ymap_, d_src_, d_dst_;
- };
- struct CV_EXPORTS SphericalPortraitProjector : ProjectorBase
- {
- void mapForward(float x, float y, float &u, float &v);
- void mapBackward(float u, float v, float &x, float &y);
- };
- // Projects image onto unit sphere with origin at (0, 0, 0).
- // Poles are located NOT at (0, -1, 0) and (0, 1, 0) points, BUT at (1, 0, 0) and (-1, 0, 0) points.
- class CV_EXPORTS SphericalPortraitWarper : public RotationWarperBase<SphericalPortraitProjector>
- {
- public:
- SphericalPortraitWarper(float scale) { projector_.scale = scale; }
- protected:
- void detectResultRoi(Size src_size, Point &dst_tl, Point &dst_br) CV_OVERRIDE;
- };
- struct CV_EXPORTS CylindricalPortraitProjector : ProjectorBase
- {
- void mapForward(float x, float y, float &u, float &v);
- void mapBackward(float u, float v, float &x, float &y);
- };
- class CV_EXPORTS CylindricalPortraitWarper : public RotationWarperBase<CylindricalPortraitProjector>
- {
- public:
- CylindricalPortraitWarper(float scale) { projector_.scale = scale; }
- protected:
- void detectResultRoi(Size src_size, Point &dst_tl, Point &dst_br) CV_OVERRIDE
- {
- RotationWarperBase<CylindricalPortraitProjector>::detectResultRoiByBorder(src_size, dst_tl, dst_br);
- }
- };
- struct CV_EXPORTS PlanePortraitProjector : ProjectorBase
- {
- void mapForward(float x, float y, float &u, float &v);
- void mapBackward(float u, float v, float &x, float &y);
- };
- class CV_EXPORTS PlanePortraitWarper : public RotationWarperBase<PlanePortraitProjector>
- {
- public:
- PlanePortraitWarper(float scale) { projector_.scale = scale; }
- protected:
- void detectResultRoi(Size src_size, Point &dst_tl, Point &dst_br) CV_OVERRIDE
- {
- RotationWarperBase<PlanePortraitProjector>::detectResultRoiByBorder(src_size, dst_tl, dst_br);
- }
- };
- //! @} stitching_warp
- } // namespace detail
- } // namespace cv
- #include "warpers_inl.hpp"
- #endif // OPENCV_STITCHING_WARPERS_HPP
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