X-Git-Url: https://fleuret.org/cgi-bin/gitweb/gitweb.cgi?a=blobdiff_plain;f=mtp.cc;h=1af71afbf4ff8a44b15026097467a42b60bbc1ad;hb=5b2943dfdbc77edc1f5f8bfa1f19102c6c049cc8;hp=286597de638981c28a35bee5c2da5e0662d49ea9;hpb=79a4a9ab164a667ecb551078e1cd773e2140e3c2;p=mtp.git

diff --git a/mtp.cc b/mtp.cc
index 286597d..1af71af 100644
--- a/mtp.cc
+++ b/mtp.cc
@@ -18,111 +18,64 @@
 
 // Multi-Tracked Path
 
-// Takes the graph description file as input and produces a dot file.
-
-// EXAMPLE: ./mtp ./graph2.txt  | dot -T pdf -o- | xpdf -
-
 #include <iostream>
 #include <fstream>
-#include <cmath>
-#include <stdio.h>
 #include <stdlib.h>
-#include <float.h>
 
 using namespace std;
 
-#include "mtp_graph.h"
 #include "tracker.h"
 
 //////////////////////////////////////////////////////////////////////
 
-void find_best_paths(int nb_vertices,
-                     int nb_edges, int *ea, int *eb, scalar_t *el,
-                     int source, int sink,
-                     int *result_edge_occupation) {
-  MTPGraph graph(nb_vertices, nb_edges, ea, eb, source, sink);
-  graph.find_best_paths(el, result_edge_occupation);
-  graph.print_dot();
+scalar_t detection_score(int true_label, scalar_t flip_noise) {
+  if((true_label > 0) == (drand48() < flip_noise)) {
+    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 = 6;
-  int nb_time_steps = 5;
+  int nb_locations = 1000;
+  int nb_time_steps = 1000;
+  int motion_amplitude = 1;
 
-  {
-    Tracker tracker(nb_time_steps, nb_locations);
+  Tracker *tracker = new Tracker(nb_time_steps, nb_locations);
 
-    for(int l = 0; l < nb_locations; l++) {
-      for(int k = 0; k < nb_locations; k++) {
-        tracker.set_allowed_motion(l, k, abs(l - k) <= 1);
-      }
+  for(int l = 0; l < nb_locations; l++) {
+    for(int k = 0; k < nb_locations; k++) {
+      tracker->set_allowed_motion(l, k, abs(l - k) <= motion_amplitude);
     }
-
-    for(int t = 0; t < nb_time_steps; t++) {
-      for(int l = 0; l < nb_locations; l++) {
-        tracker.set_detection_score(t, l,
-                                    (drand48() < 0.9 ? -1.0 : 1.0) + drand48() * 0.1 - 0.05);
-      }
-      tracker.set_detection_score(t, 0,
-                                  (drand48() < 0.9 ? 1.0 : -1.0) + drand48() * 0.1 - 0.05);
-    }
-
-    tracker.build_graph();
-    tracker.track();
-  }
-
-  exit(0);
-
-  if(argc < 2) {
-    cerr << argv[0] << " <graph file>" << endl;
-    exit(EXIT_FAILURE);
+    tracker->set_as_entrance(0, 1);
+    tracker->set_as_exit(nb_locations - 1, 1);
   }
 
-  ifstream *file = new ifstream(argv[1]);
+  tracker->build_graph();
 
-  int nb_edges, nb_vertices;
-  int source, sink;
+  // We generate synthetic detection scores at location
+  // nb_locations/2, with 5% false detection (FP or FN)
 
-  if(file->good()) {
-
-    (*file) >> nb_vertices >> nb_edges;
-    (*file) >> source >> sink;
-
-    scalar_t *edge_lengths = new scalar_t[nb_edges];
-    int *vertex_from = new int[nb_edges];
-    int *vertex_to = new int[nb_edges];
-    int *result_edge_occupation = new int[nb_edges];
-
-    for(int e = 0; e < nb_edges; e++) {
-      (*file) >> vertex_from[e] >> vertex_to[e] >> edge_lengths[e];
+  for(int t = 0; t < nb_time_steps; t++) {
+    for(int l = 0; l < nb_locations; l++) {
+      tracker->set_detection_score(t, l, detection_score(-1, 0.95));
     }
+    tracker->set_detection_score(t, nb_locations/2, detection_score(1, 0.95));
+  }
 
-    find_best_paths(nb_vertices, nb_edges,
-                    vertex_from, vertex_to, edge_lengths,
-                    source, sink,
-                    result_edge_occupation);
-
-    // dot_print(nb_vertices, nb_edges,
-              // vertex_from, vertex_to, edge_lengths,
-              // source, sink,
-              // result_edge_occupation);
-
-    delete[] result_edge_occupation;
-    delete[] edge_lengths;
-    delete[] vertex_from;
-    delete[] vertex_to;
-
-  } else {
-
-    cerr << "Can not open " << argv[1] << endl;
-
-    delete file;
-    exit(EXIT_FAILURE);
+  tracker->track();
 
+  for(int t = 0; t < tracker->nb_trajectories(); 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);
+    }
+    cout << endl;
   }
 
-  delete file;
+  delete tracker;
+
   exit(EXIT_SUCCESS);
 }