Remove rect joining, bounding box cleaning, control smoothing
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db2c5fb3bf
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210b762ffe
3 changed files with 58 additions and 61 deletions
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@ -2,4 +2,5 @@ rosrun demo_teleop key_teleop.py --persist /cmd_vel:=/bebop/cmd_vel
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rostopic pub --once /bebop/land std_msgs/Empty
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rostopic pub --once /bebop/takeoff std_msgs/Empty
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catkin_make --pkg=papillon
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catkin_make -DCMAKE_BUILD_TYPE=Debug
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roslaunch bebop_driver bebop_node.launch
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@ -22,12 +22,21 @@ class Drone_control {
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float THRES_TURN = 0.1;
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bool emergency = false;
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// 1 left | 0 center | -1 right
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vector<int> decision_acc;
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const static int NB_ACC = 5;
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Drone_control() : n("~") {
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pub_cmd = n.advertise<geometry_msgs::Twist>("/bebop/cmd_vel", 1);
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pub_takeoff = n.advertise<std_msgs::Empty>("/bebop/takeoff", 1);
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pub_land = n.advertise<std_msgs::Empty>("/bebop/land", 1);
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sub_box = n.subscribe<papillon::BoundingBox>("/papillon/bbox", 1, &Drone_control::on_msg, this);
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// Initialise decision accumulator
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for (size_t i = 0; i < NB_ACC; ++i)
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decision_acc.push_back(0);
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ROS_INFO("Built !");
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}
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@ -36,14 +45,20 @@ class Drone_control {
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void on_msg(const papillon::BoundingBox::ConstPtr& bbox) {
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geometry_msgs::Twist twist = geometry_msgs::Twist();
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cv::Point2f r_center = cv::Point2f(bbox->x + bbox->width/2, bbox->y + bbox->height/2);
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ROS_INFO("r_center.x = %f", r_center.x);
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if (!emergency) {
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decision_acc.pop_back();
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// Image is 1.0 in width and height
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if (r_center.x < 0.5 - THRES_TURN)
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twist.angular.z = 0.2;
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decision_acc.insert(decision_acc.begin(), 1);
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else if (r_center.x > 0.5 + THRES_TURN)
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twist.angular.z = -0.2;
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decision_acc.insert(decision_acc.begin(), -1);
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else
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decision_acc.insert(decision_acc.begin(), 0);
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int moy = 0;
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for (const auto& d : decision_acc)
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moy += d;
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twist.angular.z = moy / (float)NB_ACC * 0.3;
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}
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pub_cmd.publish(twist);
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@ -55,7 +70,7 @@ class Drone_control {
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keypad(stdscr, TRUE);
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cbreak();
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noecho();
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//timeout(mKeyTimeout);
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timeout(0); // Non blocking getch()
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// <<<<< nCurses initization
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int c;
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@ -82,6 +97,7 @@ class Drone_control {
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// Takeoff
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ROS_DEBUG_STREAM("Taking off...\r");
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pub_takeoff.publish(nope);
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emergency = false;
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printw("Taking off...\r");
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break;
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}
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@ -89,8 +105,9 @@ class Drone_control {
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{
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// Takeoff
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ROS_DEBUG_STREAM("Landing...\r");
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pub_takeoff.publish(nope);
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pub_land.publish(nope);
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printw("Landing...\r");
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emergency = true;
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break;
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}
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case 'q':
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@ -102,6 +119,7 @@ class Drone_control {
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}
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ros::spinOnce();
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}
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printw("\nExiting\n");
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}
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};
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@ -12,12 +12,11 @@ using namespace std;
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class Traite_image {
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public:
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const static int SENSITIVITY_VALUE = 35;
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const static int SENSITIVITY_VALUE = 20;
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const static int BLUR_Size = 9;
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const static int CLOSE_SIZE = 20;
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const static int ERODE_SIZE = 5;
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const static int NB_FRAME_DROP = 3;
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constexpr static double CONNECT_MAX_DIST = 40.0;
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const static int CLOSE_SIZE = 30;
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const static int ERODE_SIZE = 2;
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const static int NB_FRAME_DROP = 1;
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vector<cv::Mat> prevs;
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@ -200,18 +199,19 @@ class Traite_image {
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//make a bounding rectangle around the largest contour then find its centroid
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//this will be the object's final esticv::Mated position.
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vector<cv::Rect> nc_rects; // Non connected rectangles
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for(int i=0; i<contours.size();i++)
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for(size_t i=0; i<contours.size();i++)
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{
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nc_rects.push_back(cv::boundingRect(contours[i]));
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//cv::rectangle(output, objectBoundingRectangle, cv::Scalar(0, 255, 0), 2);
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}
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vector<cv::Rect> c_rects; // Connected rectangles
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connectBBox(nc_rects, c_rects);
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cleanBBoxes(nc_rects, cur.size(), c_rects);
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if (c_rects.size() > 0) {
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for (const auto& rect : c_rects)
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cv::rectangle(output, rect, cv::Scalar(0, 255, 0), 2);
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cv::Rect objBRect = cv::boundingRect(contours.at(contours.size()-1));
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cv::Rect objBRect = c_rects.front();
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//cv::rectangle(output, objBRect, cv::Scalar(0, 255, 0), 2);
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papillon::BoundingBox bbox = papillon::BoundingBox();
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bbox.x = objBRect.x / (float)cur.size().width;
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@ -220,6 +220,7 @@ class Traite_image {
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bbox.height = objBRect.height / (float)cur.size().height;
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pub_cmd.publish(bbox);
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}
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}
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//make some temp x and y variables so we dont have to type out so much
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//~ int x = objectBoundingRectangle.x;
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//~ int y = objectBoundingRectangle.y;
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@ -234,47 +235,24 @@ class Traite_image {
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}
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void connectBBox(vector<cv::Rect> nc_rects, vector<cv::Rect> &c_rects) {
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int* blocs_id = new int[nc_rects.size()];
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int val;
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void cleanBBoxes(vector<cv::Rect> nc_rects, cv::Size img, vector<cv::Rect> &c_rects) {
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int max = 0;
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for (auto r : nc_rects) {
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cv::Point center = rectCenter(r);
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if (r.width > img.width / 2 || r.height > img.height / 8)
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continue;
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// We find all the bounding boxes that are close enough to each other
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// And we sort them into teams (blocs_id)
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for (int i = 0; i < nc_rects.size() - 2; ++i) {
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for (int j = i + 1; j < nc_rects.size() - 1; ++j) {
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if (cv::norm(rectCenter(nc_rects.at(i)) - rectCenter(nc_rects.at(j))) < CONNECT_MAX_DIST) {
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val = min(blocs_id[i], blocs_id[j]);
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blocs_id[j] = blocs_id[i] = val;
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} else if (blocs_id[i] == blocs_id[j]) {
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blocs_id[j] = i + 1;
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}
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}
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}
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if (center.y > img.height * 2 / 3 || center.y < img.height / 3)
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continue;
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int maximum = maxElement(blocs_id,nc_rects.size()) + 1;
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vector<cv::Rect>* sorted_rects = new vector<cv::Rect>[maximum];
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for (int i = 0; i < maximum; ++i) {
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sorted_rects[i].push_back(nc_rects[i]);
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}
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for (int i = 0; i < maximum; ++i) {
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c_rects.push_back(sorted_rects[i].at(0));
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for (const auto& rect : sorted_rects[i]) {
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c_rects.back() |= rect;
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int r_area = r.area();
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if (max < r_area) {
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max = r_area;
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c_rects.insert(c_rects.begin(), r);
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} else {
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c_rects.push_back(r);
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}
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}
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delete [] sorted_rects;
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}
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int maxElement(int Array[], int array_size)
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{
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int max = Array[0];
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for (int i = 1; i < array_size; i++)
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{
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if (Array[i] > max)
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max = Array[i];
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}
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return max;
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}
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cv::Point rectCenter(cv::Rect r) {
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