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fix opencv init intrinsic calib #27

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merged 4 commits into from Sep 27, 2022
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48 changes: 39 additions & 9 deletions src/Camera.cpp
Expand Up @@ -190,15 +190,22 @@ void Camera::initializeCalibration() {
std::shared_ptr<BoardObs> board_obs_temp =
board_observations_[indbv[shuffled_board_ind[i]]].lock();
if (board_obs_temp) {
img_points.emplace_back(board_obs_temp->pts_2d_);
const std::vector<int> &corners_idx_temp = board_obs_temp->charuco_id_;
std::shared_ptr<Board> board_3d_ptr = board_obs_temp->board_3d_.lock();
if (board_3d_ptr) {
std::vector<cv::Point3f> pts_3d_temp;
pts_3d_temp.reserve(corners_idx_temp.size());
for (const auto &corner_idx_temp : corners_idx_temp)
pts_3d_temp.emplace_back(board_3d_ptr->pts_3d_[corner_idx_temp]);
obj_points.emplace_back(pts_3d_temp);
// if fisheye, check if points are not too close to borders
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bool valid_board = true;
if (distortion_model_ == 1) {
valid_board = checkBorderToleranceFisheye(board_obs_temp);
}
if (valid_board == true) {
img_points.emplace_back(board_obs_temp->pts_2d_);
const std::vector<int> &corners_idx_temp = board_obs_temp->charuco_id_;
std::shared_ptr<Board> board_3d_ptr = board_obs_temp->board_3d_.lock();
if (board_3d_ptr) {
std::vector<cv::Point3f> pts_3d_temp;
pts_3d_temp.reserve(corners_idx_temp.size());
for (const auto &corner_idx_temp : corners_idx_temp)
pts_3d_temp.emplace_back(board_3d_ptr->pts_3d_[corner_idx_temp]);
obj_points.emplace_back(pts_3d_temp);
}
}
}
}
Expand All @@ -225,6 +232,29 @@ void Camera::initializeCalibration() {
setIntrinsics(camera_matrix, distortion_coeffs);
}

/**
* @brief determine if the board is valid for the calibration
* of fisheye cameras
* bug fix opencv from:
* https://github.com/realizator/stereopi-fisheye-robot/blob/master/
* 4_calibration_fisheye.py
*/
bool Camera::checkBorderToleranceFisheye(std::shared_ptr<BoardObs> board_obs) {
bool valid_board = true;
const float thresh_border_x = float(im_cols_) * border_marging;
const float thresh_border_y = float(im_rows_) * border_marging;
for (int i = 0; i < board_obs->pts_2d_.size(); i++) {
const float &pt_x = board_obs->pts_2d_[i].x;
const float &pt_y = board_obs->pts_2d_[i].y;
if (pt_x <= thresh_border_x || pt_x >= (im_cols_ - thresh_border_x) ||
pt_y <= thresh_border_y || pt_y >= (im_rows_ - thresh_border_y)) {
valid_board = false;
break;
}
}
return valid_board;
}

/**
* @brief Refinement of the camera parameters of the current camera
*
Expand Down
6 changes: 6 additions & 0 deletions src/Camera.hpp
Expand Up @@ -22,6 +22,11 @@
* - object observation
*/
class Camera final {

private:
// fisheye border margin to exclude invalid boards during initialization
const float border_marging = 0.05f; // border margin tolerance

public:
// datastructure for this camera
std::map<int, std::weak_ptr<BoardObs>>
Expand Down Expand Up @@ -59,4 +64,5 @@ class Camera final {
cv::Mat getDistortionVectorVector() const;
void getIntrinsics(cv::Mat &K, cv::Mat &distortion_vector);
void setIntrinsics(const cv::Mat K, const cv::Mat distortion_vector);
bool checkBorderToleranceFisheye(std::shared_ptr<BoardObs> board_obs);
};