delete[] entrances;
}
-void MTPTracker::allocate(int nb_time_steps, int nb_locations) {
+void MTPTracker::allocate(int t, int l) {
free();
- _nb_locations = nb_locations;
- _nb_time_steps = nb_time_steps;
+ nb_locations = l;
+ nb_time_steps = t;
- detection_scores = allocate_array<scalar_t>(_nb_time_steps, _nb_locations);
- allowed_motion = allocate_array<int>(_nb_locations, _nb_locations);
+ detection_scores = allocate_array<scalar_t>(nb_time_steps, nb_locations);
+ allowed_motion = allocate_array<int>(nb_locations, nb_locations);
- entrances = new int[_nb_locations];
- exits = new int[_nb_locations];
+ entrances = new int[nb_locations];
+ exits = new int[nb_locations];
- for(int l = 0; l < _nb_locations; l++) {
+ for(int l = 0; l < nb_locations; l++) {
entrances[l] = 0;
exits[l] = 0;
- for(int m = 0; m < _nb_locations; m++) {
+ for(int m = 0; m < nb_locations; m++) {
allowed_motion[l][m] = 0;
}
}
- for(int t = 0; t < _nb_time_steps; t++) {
- for(int l = 0; l < _nb_locations; l++) {
+ for(int t = 0; t < nb_time_steps; t++) {
+ for(int l = 0; l < nb_locations; l++) {
detection_scores[t][l] = 0.0;
}
}
}
void MTPTracker::write(ostream *os) {
- (*os) << _nb_locations << " " << _nb_time_steps <<endl;
+ (*os) << nb_locations << " " << nb_time_steps <<endl;
(*os) << endl;
- for(int l = 0; l < _nb_locations; l++) {
- for(int m = 0; m < _nb_locations; m++) {
+ for(int l = 0; l < nb_locations; l++) {
+ for(int m = 0; m < nb_locations; m++) {
(*os) << allowed_motion[l][m];
- if(m < _nb_locations - 1) (*os) << " "; else (*os) << endl;
+ if(m < nb_locations - 1) (*os) << " "; else (*os) << endl;
}
}
(*os) << endl;
- for(int l = 0; l < _nb_locations; l++) {
+ for(int l = 0; l < nb_locations; l++) {
(*os) << entrances[l];
- if(l < _nb_locations - 1) (*os) << " "; else (*os) << endl;
+ if(l < nb_locations - 1) (*os) << " "; else (*os) << endl;
}
(*os) << endl;
- for(int l = 0; l < _nb_locations; l++) {
+ for(int l = 0; l < nb_locations; l++) {
(*os) << exits[l];
- if(l < _nb_locations - 1) (*os) << " "; else (*os) << endl;
+ if(l < nb_locations - 1) (*os) << " "; else (*os) << endl;
}
(*os) << endl;
- for(int t = 0; t < _nb_time_steps; t++) {
- for(int l = 0; l < _nb_locations; l++) {
+ for(int t = 0; t < nb_time_steps; t++) {
+ for(int l = 0; l < nb_locations; l++) {
(*os) << detection_scores[t][l];
- if(l < _nb_locations - 1) (*os) << " "; else (*os) << endl;
+ if(l < nb_locations - 1) (*os) << " "; else (*os) << endl;
}
}
}
allocate(nb_time_steps, nb_locations);
- for(int l = 0; l < _nb_locations; l++) {
- for(int m = 0; m < _nb_locations; m++) {
+ for(int l = 0; l < nb_locations; l++) {
+ for(int m = 0; m < nb_locations; m++) {
(*is) >> allowed_motion[l][m];
}
}
- for(int l = 0; l < _nb_locations; l++) {
+ for(int l = 0; l < nb_locations; l++) {
(*is) >> entrances[l];
}
- for(int l = 0; l < _nb_locations; l++) {
+ for(int l = 0; l < nb_locations; l++) {
(*is) >> exits[l];
}
- for(int t = 0; t < _nb_time_steps; t++) {
- for(int l = 0; l < _nb_locations; l++) {
+ for(int t = 0; t < nb_time_steps; t++) {
+ for(int l = 0; l < nb_locations; l++) {
(*is) >> detection_scores[t][l];
}
}
}
MTPTracker::MTPTracker() {
- _nb_locations = 0;
- _nb_time_steps = 0;
+ nb_locations = 0;
+ nb_time_steps = 0;
detection_scores = 0;
allowed_motion = 0;
}
int MTPTracker::early_pair_node(int t, int l) {
- return 1 + (2 * t + 0) * _nb_locations + l;
+ return 1 + (2 * t + 0) * nb_locations + l;
}
int MTPTracker::late_pair_node(int t, int l) {
- return 1 + (2 * t + 1) * _nb_locations + l;
+ return 1 + (2 * t + 1) * nb_locations + l;
}
void MTPTracker::build_graph() {
int nb_motions = 0, nb_exits = 0, nb_entrances = 0;
- for(int l = 0; l < _nb_locations; l++) {
+ for(int l = 0; l < nb_locations; l++) {
if(exits[l]) nb_exits++;
if(entrances[l]) nb_entrances++;
- for(int m = 0; m < _nb_locations; m++) {
+ for(int m = 0; m < nb_locations; m++) {
if(allowed_motion[l][m]) nb_motions++;
}
}
- int nb_vertices = 2 + 2 * _nb_time_steps * _nb_locations;
+ int nb_vertices = 2 + 2 * nb_time_steps * nb_locations;
int nb_edges =
// The edges from the source to the first frame, and from the last
// frame to the sink
- _nb_locations * 2 +
+ nb_locations * 2 +
// The edges from the source to the entrances and from the exits
// to the sink (in every time frames but the first for the
// entrances, and last for the exits)
- (_nb_time_steps - 1) * (nb_exits + nb_entrances) +
+ (nb_time_steps - 1) * (nb_exits + nb_entrances) +
// The edges for the motions, between every successive frames
- (_nb_time_steps - 1) * nb_motions +
+ (nb_time_steps - 1) * nb_motions +
// The edges inside the duplicated nodes
- _nb_locations * _nb_time_steps;
+ nb_locations * nb_time_steps;
int *node_from = new int[nb_edges];
int *node_to = new int[nb_edges];
// lengths we will have to change before tracking, according to the
// detection scores
- for(int t = 0; t < _nb_time_steps; t++) {
- for(int l = 0; l < _nb_locations; l++) {
+ for(int t = 0; t < nb_time_steps; t++) {
+ for(int l = 0; l < nb_locations; l++) {
node_from[e] = early_pair_node(t, l);
node_to[e] = late_pair_node(t, l);
e++;
// The edges from the source to the first time frame
- for(int l = 0; l < _nb_locations; l++) {
+ for(int l = 0; l < nb_locations; l++) {
node_from[e] = source;
- node_to[e] = 1 + l + 0 * _nb_locations;
+ node_to[e] = 1 + l + 0 * nb_locations;
_edge_lengths[e] = 0.0;
e++;
}
// The edges from the last frame to the sink
- for(int l = 0; l < _nb_locations; l++) {
- node_from[e] = late_pair_node(_nb_time_steps - 1, l);
+ for(int l = 0; l < nb_locations; l++) {
+ node_from[e] = late_pair_node(nb_time_steps - 1, l);
node_to[e] = sink;
_edge_lengths[e] = 0.0;
e++;
// The edges between frames, corresponding to allowed motions
- for(int t = 0; t < _nb_time_steps - 1; t++) {
- for(int l = 0; l < _nb_locations; l++) {
- for(int k = 0; k < _nb_locations; k++) {
+ for(int t = 0; t < nb_time_steps - 1; t++) {
+ for(int l = 0; l < nb_locations; l++) {
+ for(int k = 0; k < nb_locations; k++) {
if(allowed_motion[l][k]) {
node_from[e] = late_pair_node(t, l);
node_to[e] = early_pair_node(t+1, k);
// The edges from the source to the entrances, and from the exits to
// the sink
- for(int t = 0; t < _nb_time_steps; t++) {
- for(int l = 0; l < _nb_locations; l++) {
+ for(int t = 0; t < nb_time_steps; t++) {
+ for(int l = 0; l < nb_locations; l++) {
if(t > 0 && entrances[l]) {
node_from[e] = source;
node_to[e] = early_pair_node(t, l);
_edge_lengths[e] = 0.0;
e++;
}
- if(t < _nb_time_steps - 1 && exits[l]) {
+ if(t < nb_time_steps - 1 && exits[l]) {
node_from[e] = late_pair_node(t, l);
node_to[e] = sink;
_edge_lengths[e] = 0.0;
void MTPTracker::print_graph_dot(ostream *os) {
int e = 0;
- for(int t = 0; t < _nb_time_steps; t++) {
- for(int l = 0; l < _nb_locations; l++) {
+ for(int t = 0; t < nb_time_steps; t++) {
+ for(int l = 0; l < nb_locations; l++) {
_edge_lengths[e++] = - detection_scores[t][l];
}
}
ASSERT(_graph);
int e = 0;
- for(int t = 0; t < _nb_time_steps; t++) {
- for(int l = 0; l < _nb_locations; l++) {
+ for(int t = 0; t < nb_time_steps; t++) {
+ for(int l = 0; l < nb_locations; l++) {
_edge_lengths[e++] = - detection_scores[t][l];
}
}
}
int MTPTracker::trajectory_entrance_time(int k) {
- return (_graph->paths[k]->nodes[1] - 1) / (2 * _nb_locations);
+ return (_graph->paths[k]->nodes[1] - 1) / (2 * nb_locations);
}
int MTPTracker::trajectory_duration(int k) {
}
int MTPTracker::trajectory_location(int k, int time_from_entry) {
- return (_graph->paths[k]->nodes[2 * time_from_entry + 1] - 1) % _nb_locations;
+ return (_graph->paths[k]->nodes[2 * time_from_entry + 1] - 1) % nb_locations;
}