File size: 9,364 Bytes

2b5a2b6

// Copyright (c) 2022, ETH Zurich and UNC Chapel Hill.
// All rights reserved.
//
// Redistribution and use in source and binary forms, with or without
// modification, are permitted provided that the following conditions are met:
//
//     * Redistributions of source code must retain the above copyright
//       notice, this list of conditions and the following disclaimer.
//
//     * Redistributions 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.
//
//     * Neither the name of ETH Zurich and UNC Chapel Hill nor the names of
//       its contributors may 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 COPYRIGHT HOLDERS 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.
//
// Author: Johannes L. Schoenberger (jsch-at-demuc-dot-de)

#ifndef COLMAP_SRC_BASE_UNDISTORTION_H_
#define COLMAP_SRC_BASE_UNDISTORTION_H_

#include "base/reconstruction.h"
#include "util/alignment.h"
#include "util/bitmap.h"
#include "util/misc.h"
#include "util/threading.h"

namespace colmap {

struct UndistortCameraOptions {
  // The amount of blank pixels in the undistorted image in the range [0, 1].
  double blank_pixels = 0.0;

  // Minimum and maximum scale change of camera used to satisfy the blank
  // pixel constraint.
  double min_scale = 0.2;
  double max_scale = 2.0;

  // Maximum image size in terms of width or height of the undistorted camera.
  int max_image_size = -1;

  // The 4 factors in the range [0, 1] that define the ROI (region of interest)
  // in original image. The bounding box pixel coordinates are calculated as
  //    (roi_min_x * Width, roi_min_y * Height) and
  //    (roi_max_x * Width, roi_max_y * Height).
  double roi_min_x = 0.0;
  double roi_min_y = 0.0;
  double roi_max_x = 1.0;
  double roi_max_y = 1.0;
};

// Undistort images and export undistorted cameras, as required by the
// mvs::PatchMatchController class.
class COLMAPUndistorter : public Thread {
 public:
  COLMAPUndistorter(
      const UndistortCameraOptions& options,
      const Reconstruction& reconstruction, const std::string& image_path,
      const std::string& output_path, const int num_related_images = 20,
      const CopyType copy_type = CopyType::COPY,
      const std::vector<image_t>& image_ids = std::vector<image_t>());

 private:
  void Run();

  bool Undistort(const image_t image_id) const;
  void WritePatchMatchConfig() const;
  void WriteFusionConfig() const;
  void WriteScript(const bool geometric) const;

  UndistortCameraOptions options_;
  const std::string image_path_;
  const std::string output_path_;
  const CopyType copy_type_;
  const int num_patch_match_src_images_;
  const Reconstruction& reconstruction_;
  const std::vector<image_t> image_ids_;
  std::vector<std::string> image_names_;
};

// Undistort images and prepare data for CMVS/PMVS.
class PMVSUndistorter : public Thread {
 public:
  PMVSUndistorter(const UndistortCameraOptions& options,
                  const Reconstruction& reconstruction,
                  const std::string& image_path,
                  const std::string& output_path);

 private:
  void Run();

  bool Undistort(const size_t reg_image_idx) const;
  void WriteVisibilityData() const;
  void WriteOptionFile() const;
  void WritePMVSScript() const;
  void WriteCMVSPMVSScript() const;
  void WriteCOLMAPScript(const bool geometric) const;
  void WriteCMVSCOLMAPScript(const bool geometric) const;

  UndistortCameraOptions options_;
  std::string image_path_;
  std::string output_path_;
  const Reconstruction& reconstruction_;
};

// Undistort images and prepare data for CMP-MVS.
class CMPMVSUndistorter : public Thread {
 public:
  CMPMVSUndistorter(const UndistortCameraOptions& options,
                    const Reconstruction& reconstruction,
                    const std::string& image_path,
                    const std::string& output_path);

 private:
  void Run();

  bool Undistort(const size_t reg_image_idx) const;

  UndistortCameraOptions options_;
  std::string image_path_;
  std::string output_path_;
  const Reconstruction& reconstruction_;
};

// Undistort images and export undistorted cameras without the need for a
// reconstruction. Instead, the image names and camera model information are
// read from a text file.
class PureImageUndistorter : public Thread {
 public:
  PureImageUndistorter(const UndistortCameraOptions& options,
                       const std::string& image_path,
                       const std::string& output_path,
                       const std::vector<std::pair<std::string, Camera>>&
                           image_names_and_cameras);

 private:
  void Run();

  bool Undistort(const size_t reg_image_idx) const;

  UndistortCameraOptions options_;
  std::string image_path_;
  std::string output_path_;
  const std::vector<std::pair<std::string, Camera>>& image_names_and_cameras_;
};

// Rectify stereo image pairs.
class StereoImageRectifier : public Thread {
 public:
  StereoImageRectifier(
      const UndistortCameraOptions& options,
      const Reconstruction& reconstruction, const std::string& image_path,
      const std::string& output_path,
      const std::vector<std::pair<image_t, image_t>>& stereo_pairs);

 private:
  void Run();

  void Rectify(const image_t image_id1, const image_t image_id2) const;

  UndistortCameraOptions options_;
  std::string image_path_;
  std::string output_path_;
  const std::vector<std::pair<image_t, image_t>>& stereo_pairs_;
  const Reconstruction& reconstruction_;
};

// Undistort camera by resizing the image and shifting the principal point.
//
// The scaling factor is computed such that no blank pixels are in the
// undistorted image (blank_pixels=0) or all pixels in distorted image are
// contained in output image (blank_pixels=1).
//
// The focal length of the image is preserved and the dimensions of the
// undistorted pinhole camera are adjusted such that either all pixels in
// the undistorted image have a corresponding pixel in the distorted image
// (i.e. no blank pixels at the borders, for `blank_pixels=0`), or all pixels
// in the distorted image project have a corresponding pixel in the undistorted
// image (i.e. blank pixels at the borders, for `blank_pixels=1`). Intermediate
// states can be achieved by setting `blank_pixels` between 0 and 1.
//
// The relative location of the principal point of the distorted camera is
// preserved. The scaling of the image dimensions is subject to the `min_scale`,
// `max_scale`, and `max_image_size` constraints.
Camera UndistortCamera(const UndistortCameraOptions& options,
                       const Camera& camera);

// Undistort image such that the viewing geometry of the undistorted image
// follows a pinhole camera model. See `UndistortCamera` for more details
// on the undistortion conventions.
void UndistortImage(const UndistortCameraOptions& options,
                    const Bitmap& distorted_image,
                    const Camera& distorted_camera, Bitmap* undistorted_image,
                    Camera* undistorted_camera);

// Undistort all cameras in the reconstruction and accordingly all
// observations in their corresponding images.
void UndistortReconstruction(const UndistortCameraOptions& options,
                             Reconstruction* reconstruction);

// Compute stereo rectification homographies that transform two images,
// such that corresponding pixels in one image lie on the same scanline in the
// other image. The matrix Q transforms disparity values to world coordinates
// as [x, y, disparity, 1] * Q = [X, Y, Z, 1] * w. Note that this function
// assumes that the two cameras are already undistorted.
void RectifyStereoCameras(const Camera& camera1, const Camera& camera2,
                          const Eigen::Vector4d& qvec,
                          const Eigen::Vector3d& tvec, Eigen::Matrix3d* H1,
                          Eigen::Matrix3d* H2, Eigen::Matrix4d* Q);

// Rectify and undistort the stereo image pair using the given geometry.
void RectifyAndUndistortStereoImages(
    const UndistortCameraOptions& options, const Bitmap& distorted_image1,
    const Bitmap& distorted_image2, const Camera& distorted_camera1,
    const Camera& distorted_camera2, const Eigen::Vector4d& qvec,
    const Eigen::Vector3d& tvec, Bitmap* undistorted_image1,
    Bitmap* undistorted_image2, Camera* undistorted_camera, Eigen::Matrix4d* Q);

}  // namespace colmap

#endif  // COLMAP_SRC_BASE_UNDISTORTION_H_