//////////////////////////////////////////////////////////////////////
+scalar_t detection_score(int true_label) {
+ if((true_label > 0) == (drand48() < 0.9)) {
+ return 1.0 + 0.2 * (drand48() - 0.5);
+ } else {
+ return - 1.0 + 0.2 * (drand48() - 0.5);
+ }
+}
+
int main(int argc, char **argv) {
int nb_locations = 5;
int nb_time_steps = 20;
- int motion_amplitude = 2;
+ int motion_amplitude = 1;
Tracker *tracker = new Tracker(nb_time_steps, nb_locations);
for(int r = 0; r < 10; r++) {
cout << "* ROUND " << r << endl;
+ // We generate synthetic detection scores, all in the center
+ // location, with 10% false detection (FP or FN)
+
for(int t = 0; t < nb_time_steps; t++) {
for(int l = 0; l < nb_locations; l++) {
- tracker->set_detection_score(t, l,
- (drand48() < 0.95 ? -1.0 : 1.0) + drand48() * 0.1 - 0.05);
+ tracker->set_detection_score(t, l, detection_score(-1));
}
- tracker->set_detection_score(t, nb_locations/2,
- (drand48() < 0.95 ? 1.0 : -1.0) + drand48() * 0.1 - 0.05);
+ tracker->set_detection_score(t, nb_locations/2, detection_score(1));
}
tracker->track();
for(int t = 0; t < tracker->nb_trajectories(); t++) {
- cout << "TRAJECTORY " << t << " :";
+ cout << "TRAJECTORY "
+ << t
+ << " [starting " << tracker->trajectory_entrance_time(t) << "]";
for(int u = 0; u < tracker->trajectory_duration(t); u++) {
cout << " " << tracker->trajectory_location(t, u);
}
_front_size = tmp_front_size;
} while(_front_size > 0);
-#ifdef DEBUG
+#ifdef VERBOSE
scalar_t min_delta = 0, delta;
for(int k = 0; k < _nb_edges; k++) {
Edge *e = _edges + k;
_edges[e].positivized_length = _edges[e].length;
}
- cout << "********************************************************" << endl;
- // print_dot(&cout);
-
// We use one iteration of find_shortest_path simply to propagate
// the distance to make all the edge lengths positive.
find_shortest_path(_front, _new_front);