annotate c/Motion.cpp @ 177:ae2286b1a3fd

added loading FeatureTrajectory from database, printing
author Nicolas Saunier <nicolas.saunier@polymtl.ca>
date Sun, 30 Oct 2011 11:25:51 -0400
parents 9323427aa0a3
children 4f10e97cb677
Ignore whitespace changes - Everywhere: Within whitespace: At end of lines:
rev   line source
136
0f790de9437e renamed Feature to Motion files and added code to test blob db
Nicolas Saunier <nicolas.saunier@polymtl.ca>
parents: 135
diff changeset
1 #include "Motion.hpp"
139
47329bd16cc0 cleaned code, added condition on smooth displacement
Nicolas Saunier <nicolas.saunier@polymtl.ca>
parents: 138
diff changeset
2 #include "cvutils.hpp"
129
4742b2b6d851 created basic feature saving code
Nicolas Saunier <nicolas.saunier@polymtl.ca>
parents:
diff changeset
3
4742b2b6d851 created basic feature saving code
Nicolas Saunier <nicolas.saunier@polymtl.ca>
parents:
diff changeset
4 #include "opencv2/core/core.hpp"
132
45c64e68053c added drawing function for features
Nicolas Saunier <nicolas.saunier@polymtl.ca>
parents: 129
diff changeset
5 #include "opencv2/highgui/highgui.hpp"
129
4742b2b6d851 created basic feature saving code
Nicolas Saunier <nicolas.saunier@polymtl.ca>
parents:
diff changeset
6
133
63dd4355b6d1 saving of feature positions in sqlite database
Nicolas Saunier <nicolas.saunier@polymtl.ca>
parents: 132
diff changeset
7 #include "src/TrajectoryDBAccessList.h"
63dd4355b6d1 saving of feature positions in sqlite database
Nicolas Saunier <nicolas.saunier@polymtl.ca>
parents: 132
diff changeset
8
129
4742b2b6d851 created basic feature saving code
Nicolas Saunier <nicolas.saunier@polymtl.ca>
parents:
diff changeset
9 using namespace std;
4742b2b6d851 created basic feature saving code
Nicolas Saunier <nicolas.saunier@polymtl.ca>
parents:
diff changeset
10 using namespace cv;
4742b2b6d851 created basic feature saving code
Nicolas Saunier <nicolas.saunier@polymtl.ca>
parents:
diff changeset
11
163
cde87a07eb58 added graph structures
Nicolas Saunier <nicolas.saunier@polymtl.ca>
parents: 147
diff changeset
12 /******************** FeatureTrajectory ********************/
cde87a07eb58 added graph structures
Nicolas Saunier <nicolas.saunier@polymtl.ca>
parents: 147
diff changeset
13
cde87a07eb58 added graph structures
Nicolas Saunier <nicolas.saunier@polymtl.ca>
parents: 147
diff changeset
14 FeatureTrajectory::FeatureTrajectory(const int& frameNum, const cv::Point2f& p, const Mat& homography)
cde87a07eb58 added graph structures
Nicolas Saunier <nicolas.saunier@polymtl.ca>
parents: 147
diff changeset
15 : lost(false) {
176
9323427aa0a3 changed positions and velocities to shared pointers and renamed methods
Nicolas Saunier <nicolas.saunier@polymtl.ca>
parents: 163
diff changeset
16 positions = TrajectoryPoint2fPtr(new TrajectoryPoint2f());
9323427aa0a3 changed positions and velocities to shared pointers and renamed methods
Nicolas Saunier <nicolas.saunier@polymtl.ca>
parents: 163
diff changeset
17 velocities = TrajectoryPoint2fPtr(new TrajectoryPoint2f());
147
0089fb29cd26 added projection of points and reprojection for display
Nicolas Saunier <nicolas.saunier@polymtl.ca>
parents: 142
diff changeset
18 addPoint(frameNum, p, homography);
132
45c64e68053c added drawing function for features
Nicolas Saunier <nicolas.saunier@polymtl.ca>
parents: 129
diff changeset
19 }
45c64e68053c added drawing function for features
Nicolas Saunier <nicolas.saunier@polymtl.ca>
parents: 129
diff changeset
20
177
ae2286b1a3fd added loading FeatureTrajectory from database, printing
Nicolas Saunier <nicolas.saunier@polymtl.ca>
parents: 176
diff changeset
21 FeatureTrajectory::FeatureTrajectory(TrajectoryPoint2fPtr& _positions, TrajectoryPoint2fPtr& _velocities)
ae2286b1a3fd added loading FeatureTrajectory from database, printing
Nicolas Saunier <nicolas.saunier@polymtl.ca>
parents: 176
diff changeset
22 : lost(false) {
ae2286b1a3fd added loading FeatureTrajectory from database, printing
Nicolas Saunier <nicolas.saunier@polymtl.ca>
parents: 176
diff changeset
23 positions = _positions;
ae2286b1a3fd added loading FeatureTrajectory from database, printing
Nicolas Saunier <nicolas.saunier@polymtl.ca>
parents: 176
diff changeset
24 velocities = _velocities;
ae2286b1a3fd added loading FeatureTrajectory from database, printing
Nicolas Saunier <nicolas.saunier@polymtl.ca>
parents: 176
diff changeset
25 }
ae2286b1a3fd added loading FeatureTrajectory from database, printing
Nicolas Saunier <nicolas.saunier@polymtl.ca>
parents: 176
diff changeset
26
ae2286b1a3fd added loading FeatureTrajectory from database, printing
Nicolas Saunier <nicolas.saunier@polymtl.ca>
parents: 176
diff changeset
27 FeatureTrajectory::FeatureTrajectory(const int& id, TrajectoryDBAccessList<Point2f>& trajectoryDB, const string& positionsTableName, const string& velocitiesTableName) {
ae2286b1a3fd added loading FeatureTrajectory from database, printing
Nicolas Saunier <nicolas.saunier@polymtl.ca>
parents: 176
diff changeset
28 bool success = trajectoryDB.read(positions, id, positionsTableName);
ae2286b1a3fd added loading FeatureTrajectory from database, printing
Nicolas Saunier <nicolas.saunier@polymtl.ca>
parents: 176
diff changeset
29 if (!success)
ae2286b1a3fd added loading FeatureTrajectory from database, printing
Nicolas Saunier <nicolas.saunier@polymtl.ca>
parents: 176
diff changeset
30 cout << "problem loading positions" << endl;
ae2286b1a3fd added loading FeatureTrajectory from database, printing
Nicolas Saunier <nicolas.saunier@polymtl.ca>
parents: 176
diff changeset
31 success = trajectoryDB.read(velocities, id, velocitiesTableName);
ae2286b1a3fd added loading FeatureTrajectory from database, printing
Nicolas Saunier <nicolas.saunier@polymtl.ca>
parents: 176
diff changeset
32 if (!success)
ae2286b1a3fd added loading FeatureTrajectory from database, printing
Nicolas Saunier <nicolas.saunier@polymtl.ca>
parents: 176
diff changeset
33 cout << "problem loading velocities" << endl;
ae2286b1a3fd added loading FeatureTrajectory from database, printing
Nicolas Saunier <nicolas.saunier@polymtl.ca>
parents: 176
diff changeset
34 }
ae2286b1a3fd added loading FeatureTrajectory from database, printing
Nicolas Saunier <nicolas.saunier@polymtl.ca>
parents: 176
diff changeset
35
176
9323427aa0a3 changed positions and velocities to shared pointers and renamed methods
Nicolas Saunier <nicolas.saunier@polymtl.ca>
parents: 163
diff changeset
36 bool FeatureTrajectory::isDisplacementSmall(const unsigned int& nDisplacements, const float& minTotalFeatureDisplacement) const {
138
c1b260b48d2a corrected initialization bugs and feature shortening before saving
Nicolas Saunier <nicolas.saunier@polymtl.ca>
parents: 137
diff changeset
37 bool result = false;
176
9323427aa0a3 changed positions and velocities to shared pointers and renamed methods
Nicolas Saunier <nicolas.saunier@polymtl.ca>
parents: 163
diff changeset
38 unsigned int nPositions = positions->size();
135
32d2722d4028 added constraint on minimum displacement
Nicolas Saunier <nicolas.saunier@polymtl.ca>
parents: 133
diff changeset
39 if (nPositions > nDisplacements) {
32d2722d4028 added constraint on minimum displacement
Nicolas Saunier <nicolas.saunier@polymtl.ca>
parents: 133
diff changeset
40 float disp = 0;
137
445e773c9be3 created the parameter structure to parse parameters (bug remaining)
Nicolas Saunier <nicolas.saunier@polymtl.ca>
parents: 136
diff changeset
41 for (unsigned int i=0; i<nDisplacements; i++)
135
32d2722d4028 added constraint on minimum displacement
Nicolas Saunier <nicolas.saunier@polymtl.ca>
parents: 133
diff changeset
42 disp += displacementDistances[nPositions-2-i];
138
c1b260b48d2a corrected initialization bugs and feature shortening before saving
Nicolas Saunier <nicolas.saunier@polymtl.ca>
parents: 137
diff changeset
43 result = disp < minTotalFeatureDisplacement;
135
32d2722d4028 added constraint on minimum displacement
Nicolas Saunier <nicolas.saunier@polymtl.ca>
parents: 133
diff changeset
44 }
32d2722d4028 added constraint on minimum displacement
Nicolas Saunier <nicolas.saunier@polymtl.ca>
parents: 133
diff changeset
45 return result;
32d2722d4028 added constraint on minimum displacement
Nicolas Saunier <nicolas.saunier@polymtl.ca>
parents: 133
diff changeset
46 }
32d2722d4028 added constraint on minimum displacement
Nicolas Saunier <nicolas.saunier@polymtl.ca>
parents: 133
diff changeset
47
176
9323427aa0a3 changed positions and velocities to shared pointers and renamed methods
Nicolas Saunier <nicolas.saunier@polymtl.ca>
parents: 163
diff changeset
48 bool FeatureTrajectory::isMotionSmooth(const int& accelerationBound, const int& deviationBound) const {
139
47329bd16cc0 cleaned code, added condition on smooth displacement
Nicolas Saunier <nicolas.saunier@polymtl.ca>
parents: 138
diff changeset
49 bool result = true;
176
9323427aa0a3 changed positions and velocities to shared pointers and renamed methods
Nicolas Saunier <nicolas.saunier@polymtl.ca>
parents: 163
diff changeset
50 unsigned int nPositions = positions->size();
139
47329bd16cc0 cleaned code, added condition on smooth displacement
Nicolas Saunier <nicolas.saunier@polymtl.ca>
parents: 138
diff changeset
51 if (nPositions >= 3) {
47329bd16cc0 cleaned code, added condition on smooth displacement
Nicolas Saunier <nicolas.saunier@polymtl.ca>
parents: 138
diff changeset
52 float ratio;
47329bd16cc0 cleaned code, added condition on smooth displacement
Nicolas Saunier <nicolas.saunier@polymtl.ca>
parents: 138
diff changeset
53 if (displacementDistances[nPositions-2] > displacementDistances[nPositions-3])
47329bd16cc0 cleaned code, added condition on smooth displacement
Nicolas Saunier <nicolas.saunier@polymtl.ca>
parents: 138
diff changeset
54 ratio = displacementDistances[nPositions-2] / displacementDistances[nPositions-3];
47329bd16cc0 cleaned code, added condition on smooth displacement
Nicolas Saunier <nicolas.saunier@polymtl.ca>
parents: 138
diff changeset
55 else
47329bd16cc0 cleaned code, added condition on smooth displacement
Nicolas Saunier <nicolas.saunier@polymtl.ca>
parents: 138
diff changeset
56 ratio = displacementDistances[nPositions-3] / displacementDistances[nPositions-2];
47329bd16cc0 cleaned code, added condition on smooth displacement
Nicolas Saunier <nicolas.saunier@polymtl.ca>
parents: 138
diff changeset
57
176
9323427aa0a3 changed positions and velocities to shared pointers and renamed methods
Nicolas Saunier <nicolas.saunier@polymtl.ca>
parents: 163
diff changeset
58 float cosine = scalarProduct((*velocities)[nPositions-3],(*velocities)[nPositions-2]) / (displacementDistances[nPositions-3] * displacementDistances[nPositions-2]);
139
47329bd16cc0 cleaned code, added condition on smooth displacement
Nicolas Saunier <nicolas.saunier@polymtl.ca>
parents: 138
diff changeset
59
47329bd16cc0 cleaned code, added condition on smooth displacement
Nicolas Saunier <nicolas.saunier@polymtl.ca>
parents: 138
diff changeset
60 result &= (ratio < accelerationBound) & (cosine > deviationBound);
47329bd16cc0 cleaned code, added condition on smooth displacement
Nicolas Saunier <nicolas.saunier@polymtl.ca>
parents: 138
diff changeset
61 }
47329bd16cc0 cleaned code, added condition on smooth displacement
Nicolas Saunier <nicolas.saunier@polymtl.ca>
parents: 138
diff changeset
62 return result;
47329bd16cc0 cleaned code, added condition on smooth displacement
Nicolas Saunier <nicolas.saunier@polymtl.ca>
parents: 138
diff changeset
63 }
47329bd16cc0 cleaned code, added condition on smooth displacement
Nicolas Saunier <nicolas.saunier@polymtl.ca>
parents: 138
diff changeset
64
147
0089fb29cd26 added projection of points and reprojection for display
Nicolas Saunier <nicolas.saunier@polymtl.ca>
parents: 142
diff changeset
65 void FeatureTrajectory::addPoint(const int& frameNum, const Point2f& p, const Mat& homography) {
0089fb29cd26 added projection of points and reprojection for display
Nicolas Saunier <nicolas.saunier@polymtl.ca>
parents: 142
diff changeset
66 Point2f pp = p;
0089fb29cd26 added projection of points and reprojection for display
Nicolas Saunier <nicolas.saunier@polymtl.ca>
parents: 142
diff changeset
67 if (!homography.empty())
0089fb29cd26 added projection of points and reprojection for display
Nicolas Saunier <nicolas.saunier@polymtl.ca>
parents: 142
diff changeset
68 pp = project(p, homography);
176
9323427aa0a3 changed positions and velocities to shared pointers and renamed methods
Nicolas Saunier <nicolas.saunier@polymtl.ca>
parents: 163
diff changeset
69 positions->add(frameNum, pp);
129
4742b2b6d851 created basic feature saving code
Nicolas Saunier <nicolas.saunier@polymtl.ca>
parents:
diff changeset
70 computeMotionData(frameNum);
139
47329bd16cc0 cleaned code, added condition on smooth displacement
Nicolas Saunier <nicolas.saunier@polymtl.ca>
parents: 138
diff changeset
71 assert(positions.size() == displacementDistances.size()+1);
47329bd16cc0 cleaned code, added condition on smooth displacement
Nicolas Saunier <nicolas.saunier@polymtl.ca>
parents: 138
diff changeset
72 assert(positions.size() == velocities.size()+1);
129
4742b2b6d851 created basic feature saving code
Nicolas Saunier <nicolas.saunier@polymtl.ca>
parents:
diff changeset
73 }
4742b2b6d851 created basic feature saving code
Nicolas Saunier <nicolas.saunier@polymtl.ca>
parents:
diff changeset
74
138
c1b260b48d2a corrected initialization bugs and feature shortening before saving
Nicolas Saunier <nicolas.saunier@polymtl.ca>
parents: 137
diff changeset
75 void FeatureTrajectory::shorten(void) {
176
9323427aa0a3 changed positions and velocities to shared pointers and renamed methods
Nicolas Saunier <nicolas.saunier@polymtl.ca>
parents: 163
diff changeset
76 positions->pop_back();
9323427aa0a3 changed positions and velocities to shared pointers and renamed methods
Nicolas Saunier <nicolas.saunier@polymtl.ca>
parents: 163
diff changeset
77 velocities->pop_back();
138
c1b260b48d2a corrected initialization bugs and feature shortening before saving
Nicolas Saunier <nicolas.saunier@polymtl.ca>
parents: 137
diff changeset
78 displacementDistances.pop_back();
c1b260b48d2a corrected initialization bugs and feature shortening before saving
Nicolas Saunier <nicolas.saunier@polymtl.ca>
parents: 137
diff changeset
79 }
c1b260b48d2a corrected initialization bugs and feature shortening before saving
Nicolas Saunier <nicolas.saunier@polymtl.ca>
parents: 137
diff changeset
80
142
a3532db00c28 added code to write velocities
Nicolas Saunier <nicolas.saunier@polymtl.ca>
parents: 139
diff changeset
81 void FeatureTrajectory::write(TrajectoryDBAccess<Point2f>& trajectoryDB, const string& positionsTableName, const string& velocitiesTableName) const {
176
9323427aa0a3 changed positions and velocities to shared pointers and renamed methods
Nicolas Saunier <nicolas.saunier@polymtl.ca>
parents: 163
diff changeset
82 trajectoryDB.write(*positions, positionsTableName);
9323427aa0a3 changed positions and velocities to shared pointers and renamed methods
Nicolas Saunier <nicolas.saunier@polymtl.ca>
parents: 163
diff changeset
83 trajectoryDB.write(*velocities, velocitiesTableName);
133
63dd4355b6d1 saving of feature positions in sqlite database
Nicolas Saunier <nicolas.saunier@polymtl.ca>
parents: 132
diff changeset
84 }
63dd4355b6d1 saving of feature positions in sqlite database
Nicolas Saunier <nicolas.saunier@polymtl.ca>
parents: 132
diff changeset
85
132
45c64e68053c added drawing function for features
Nicolas Saunier <nicolas.saunier@polymtl.ca>
parents: 129
diff changeset
86 #ifdef USE_OPENCV
45c64e68053c added drawing function for features
Nicolas Saunier <nicolas.saunier@polymtl.ca>
parents: 129
diff changeset
87 /// \todo add option for anti-aliased drawing, thickness
147
0089fb29cd26 added projection of points and reprojection for display
Nicolas Saunier <nicolas.saunier@polymtl.ca>
parents: 142
diff changeset
88 void FeatureTrajectory::draw(Mat& img, const Mat& homography, const Scalar& color) const {
0089fb29cd26 added projection of points and reprojection for display
Nicolas Saunier <nicolas.saunier@polymtl.ca>
parents: 142
diff changeset
89 Point2f p1, p2;
0089fb29cd26 added projection of points and reprojection for display
Nicolas Saunier <nicolas.saunier@polymtl.ca>
parents: 142
diff changeset
90 if (!homography.empty())
176
9323427aa0a3 changed positions and velocities to shared pointers and renamed methods
Nicolas Saunier <nicolas.saunier@polymtl.ca>
parents: 163
diff changeset
91 p1 = project((*positions)[0], homography);
147
0089fb29cd26 added projection of points and reprojection for display
Nicolas Saunier <nicolas.saunier@polymtl.ca>
parents: 142
diff changeset
92 else
176
9323427aa0a3 changed positions and velocities to shared pointers and renamed methods
Nicolas Saunier <nicolas.saunier@polymtl.ca>
parents: 163
diff changeset
93 p1 = (*positions)[0];
9323427aa0a3 changed positions and velocities to shared pointers and renamed methods
Nicolas Saunier <nicolas.saunier@polymtl.ca>
parents: 163
diff changeset
94 for (unsigned int i=1; i<positions->size(); i++) {
147
0089fb29cd26 added projection of points and reprojection for display
Nicolas Saunier <nicolas.saunier@polymtl.ca>
parents: 142
diff changeset
95 if (!homography.empty())
176
9323427aa0a3 changed positions and velocities to shared pointers and renamed methods
Nicolas Saunier <nicolas.saunier@polymtl.ca>
parents: 163
diff changeset
96 p2 = project((*positions)[i], homography);
147
0089fb29cd26 added projection of points and reprojection for display
Nicolas Saunier <nicolas.saunier@polymtl.ca>
parents: 142
diff changeset
97 else
176
9323427aa0a3 changed positions and velocities to shared pointers and renamed methods
Nicolas Saunier <nicolas.saunier@polymtl.ca>
parents: 163
diff changeset
98 p2 = (*positions)[i];
132
45c64e68053c added drawing function for features
Nicolas Saunier <nicolas.saunier@polymtl.ca>
parents: 129
diff changeset
99 line(img, p1, p2, color, 1);
45c64e68053c added drawing function for features
Nicolas Saunier <nicolas.saunier@polymtl.ca>
parents: 129
diff changeset
100 p1 = p2;
45c64e68053c added drawing function for features
Nicolas Saunier <nicolas.saunier@polymtl.ca>
parents: 129
diff changeset
101 }
45c64e68053c added drawing function for features
Nicolas Saunier <nicolas.saunier@polymtl.ca>
parents: 129
diff changeset
102 }
45c64e68053c added drawing function for features
Nicolas Saunier <nicolas.saunier@polymtl.ca>
parents: 129
diff changeset
103 #endif
45c64e68053c added drawing function for features
Nicolas Saunier <nicolas.saunier@polymtl.ca>
parents: 129
diff changeset
104
129
4742b2b6d851 created basic feature saving code
Nicolas Saunier <nicolas.saunier@polymtl.ca>
parents:
diff changeset
105 // protected
4742b2b6d851 created basic feature saving code
Nicolas Saunier <nicolas.saunier@polymtl.ca>
parents:
diff changeset
106
4742b2b6d851 created basic feature saving code
Nicolas Saunier <nicolas.saunier@polymtl.ca>
parents:
diff changeset
107 void FeatureTrajectory::computeMotionData(const int& frameNum) {
176
9323427aa0a3 changed positions and velocities to shared pointers and renamed methods
Nicolas Saunier <nicolas.saunier@polymtl.ca>
parents: 163
diff changeset
108 unsigned int nPositions = positions->size();
139
47329bd16cc0 cleaned code, added condition on smooth displacement
Nicolas Saunier <nicolas.saunier@polymtl.ca>
parents: 138
diff changeset
109 if (nPositions >= 2) {
176
9323427aa0a3 changed positions and velocities to shared pointers and renamed methods
Nicolas Saunier <nicolas.saunier@polymtl.ca>
parents: 163
diff changeset
110 Point2f displacement = (*positions)[nPositions-1] - (*positions)[nPositions-2];
139
47329bd16cc0 cleaned code, added condition on smooth displacement
Nicolas Saunier <nicolas.saunier@polymtl.ca>
parents: 138
diff changeset
111 //if (nPositions == 2) // duplicate first displacement so that positions and velocities have the same length
47329bd16cc0 cleaned code, added condition on smooth displacement
Nicolas Saunier <nicolas.saunier@polymtl.ca>
parents: 138
diff changeset
112 //velocities.add(frameNum-1, displacement);
176
9323427aa0a3 changed positions and velocities to shared pointers and renamed methods
Nicolas Saunier <nicolas.saunier@polymtl.ca>
parents: 163
diff changeset
113 velocities->add(frameNum, displacement);
129
4742b2b6d851 created basic feature saving code
Nicolas Saunier <nicolas.saunier@polymtl.ca>
parents:
diff changeset
114 float dist = norm(displacement);
4742b2b6d851 created basic feature saving code
Nicolas Saunier <nicolas.saunier@polymtl.ca>
parents:
diff changeset
115 displacementDistances.push_back(dist);
4742b2b6d851 created basic feature saving code
Nicolas Saunier <nicolas.saunier@polymtl.ca>
parents:
diff changeset
116 }
4742b2b6d851 created basic feature saving code
Nicolas Saunier <nicolas.saunier@polymtl.ca>
parents:
diff changeset
117 }
163
cde87a07eb58 added graph structures
Nicolas Saunier <nicolas.saunier@polymtl.ca>
parents: 147
diff changeset
118
cde87a07eb58 added graph structures
Nicolas Saunier <nicolas.saunier@polymtl.ca>
parents: 147
diff changeset
119 /******************** FeatureGraph ********************/