root / rgbdslam / src / gicp-fallback.cpp @ 9240aaa3
History | View | Annotate | Download (5.05 KB)
1 |
/* This file is part of RGBDSLAM.
|
---|---|
2 |
*
|
3 |
* RGBDSLAM is free software: you can redistribute it and/or modify
|
4 |
* it under the terms of the GNU General Public License as published by
|
5 |
* the Free Software Foundation, either version 3 of the License, or
|
6 |
* (at your option) any later version.
|
7 |
*
|
8 |
* RGBDSLAM is distributed in the hope that it will be useful,
|
9 |
* but WITHOUT ANY WARRANTY; without even the implied warranty of
|
10 |
* MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
|
11 |
* GNU General Public License for more details.
|
12 |
*
|
13 |
* You should have received a copy of the GNU General Public License
|
14 |
* along with RGBDSLAM. If not, see <http://www.gnu.org/licenses/>.
|
15 |
*/
|
16 |
|
17 |
|
18 |
/*
|
19 |
* gicp.cpp
|
20 |
*
|
21 |
* Created on: Jan 23, 2011
|
22 |
* Author: engelhar
|
23 |
*/
|
24 |
|
25 |
#include "gicp-fallback.h" |
26 |
|
27 |
#include <fstream> |
28 |
#include <sstream> |
29 |
#include <iostream> |
30 |
#include <pcl/filters/voxel_grid.h> |
31 |
using namespace std; |
32 |
|
33 |
void saveCloud(const char* filename, const PointCloud_RGB& pc, const int max_cnt, const bool color){ |
34 |
|
35 |
ofstream of; |
36 |
of.open(filename); |
37 |
assert(of.is_open()); |
38 |
|
39 |
|
40 |
int write_step = 1; |
41 |
if (max_cnt>0 && (int)pc.points.size()>max_cnt) |
42 |
write_step = floor(pc.points.size()*1.0/max_cnt); |
43 |
|
44 |
int cnt = 0; |
45 |
assert(write_step > 0);
|
46 |
|
47 |
|
48 |
// only write every write_step.th points
|
49 |
for (unsigned int i=0; i<pc.points.size(); i += write_step) |
50 |
{ |
51 |
Point p = pc.points[i]; |
52 |
|
53 |
bool invalid = (isnan(p.x) || isnan(p.y) || isnan(p.z));
|
54 |
if (invalid)
|
55 |
continue;
|
56 |
|
57 |
|
58 |
of << p.x << "\t" << p.y << "\t" << p.z; |
59 |
if (color) {
|
60 |
|
61 |
int color = *reinterpret_cast<const int*>(&p.rgb); |
62 |
int r = (0xff0000 & color) >> 16; |
63 |
int g = (0x00ff00 & color) >> 8; |
64 |
int b = 0x0000ff & color; |
65 |
of << "\t \t" << r << "\t" << g << "\t" << b << "\t" << endl; |
66 |
} |
67 |
else
|
68 |
of << endl; |
69 |
// cout << p.x << "\t" << p.y << "\t" << p.z << endl;
|
70 |
|
71 |
cnt++; |
72 |
} |
73 |
|
74 |
|
75 |
// ROS_INFO("gicp.cpp: saved %i pts (of %i) to %s", cnt,(int) pc.points.size(), filename);
|
76 |
// printf("gicp.cpp: saved %i pts (of %i) to %s \n", cnt,(int) pc.points.size(), filename);
|
77 |
|
78 |
of.close(); |
79 |
|
80 |
} |
81 |
|
82 |
|
83 |
void downSample(const PointCloud_RGB& src, PointCloud_RGB& to){ |
84 |
pcl::VoxelGrid<Point> down_sampler; |
85 |
down_sampler.setLeafSize (0.01, 0.01, 0.01); |
86 |
pcl::PCLBase<Point>::PointCloudConstPtr const_cloud_ptr = boost::make_shared<PointCloud_RGB> (src); |
87 |
down_sampler.setInputCloud (const_cloud_ptr); |
88 |
down_sampler.filter(to); |
89 |
ROS_INFO("gicp.cpp: Downsampling from %i to %i", (int) src.points.size(), (int) to.points.size()); |
90 |
} |
91 |
|
92 |
|
93 |
|
94 |
bool gicpfallback(const PointCloud_RGB& from, const PointCloud_RGB& to, Eigen::Matrix4f& transform){ |
95 |
|
96 |
// std::clock_t starttime_gicp = std::clock();
|
97 |
|
98 |
FILE *fp; |
99 |
char f1[200]; |
100 |
char f2[200]; |
101 |
|
102 |
char line[130]; |
103 |
char cmd[200]; |
104 |
|
105 |
sprintf(f1, "pc1.txt");
|
106 |
sprintf(f2, "pc2.txt");
|
107 |
|
108 |
// default values for algo work well on this data
|
109 |
sprintf(cmd, "./gicp/test_gicp %s %s --d_max 0.01 --debug 0",f1,f2);
|
110 |
|
111 |
int N = 40000; |
112 |
|
113 |
saveCloud(f1,from,N); |
114 |
saveCloud(f2,to,N); |
115 |
|
116 |
// cout << "time for writing: " << ((std::clock()-starttime_gicp*1.0) / (double)CLOCKS_PER_SEC) << endl;
|
117 |
// std::clock_t starttime_gicp2 = std::clock();
|
118 |
|
119 |
/*
|
120 |
ICP is calculated by external program. It writes some intermediate results
|
121 |
and the final homography on stdout, which is parsed here.
|
122 |
Not very beautiful, but works :)
|
123 |
*/
|
124 |
fp = popen(cmd, "r");
|
125 |
|
126 |
std::vector<string> lines;
|
127 |
|
128 |
// collect all output
|
129 |
while ( fgets( line, sizeof line, fp)) |
130 |
{ |
131 |
lines.push_back(line); |
132 |
// ROS_INFO("gicp.cpp: %s", line);
|
133 |
} |
134 |
int retval = pclose(fp);
|
135 |
// cout << "time for binary: " << ((std::clock()-starttime_gicp2*1.0) / (double)CLOCKS_PER_SEC) << endl;
|
136 |
|
137 |
// std::clock_t starttime_gicp3 = std::clock();
|
138 |
|
139 |
if(retval != 0){ |
140 |
ROS_ERROR_ONCE("Non-zero return value from %s: %i. Identity transformation is returned instead of GICP result.\nThis error will be reported only once.", cmd, retval);
|
141 |
transform = Eigen::Matrix<float, 4, 4>::Identity(); |
142 |
return false; |
143 |
} |
144 |
|
145 |
int pos = 0; |
146 |
// last lines contain the transformation:
|
147 |
for (unsigned int i=lines.size()-5; i<lines.size()-1; i++){ |
148 |
|
149 |
stringstream ss(lines.at(i)); |
150 |
for (int j=0; j<4; j++) |
151 |
{ |
152 |
ss >> line; |
153 |
transform(pos,j) = atof(line); |
154 |
} |
155 |
// cout << endl;
|
156 |
pos++; |
157 |
} |
158 |
|
159 |
// read the number of iterations:
|
160 |
stringstream ss(lines.at(lines.size()-1));
|
161 |
ss >> line; // Converged in
|
162 |
ss >> line; |
163 |
ss >> line; |
164 |
|
165 |
int iter_cnt;
|
166 |
iter_cnt = atoi(line); |
167 |
|
168 |
return iter_cnt < 200; // check test_gicp for maximal allowed number of iterations |
169 |
|
170 |
// ROS_INFO_STREAM("Parsed: Converged in " << iter_cnt << "iterations");
|
171 |
|
172 |
|
173 |
// ROS_DEBUG_STREAM("Matrix read from ICP process: " << transform);
|
174 |
// ROS_INFO_STREAM("Paper: time for icp1 (internal): " << ((std::clock()-starttime_gicp*1.0) / (double)CLOCKS_PER_SEC));
|
175 |
} |