opencvutils.cpp
10.7 KB
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
/* * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * *
* Copyright 2012 The MITRE Corporation *
* *
* Licensed under the Apache License, Version 2.0 (the "License"); *
* you may not use this file except in compliance with the License. *
* You may obtain a copy of the License at *
* *
* http://www.apache.org/licenses/LICENSE-2.0 *
* *
* Unless required by applicable law or agreed to in writing, software *
* distributed under the License is distributed on an "AS IS" BASIS, *
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. *
* See the License for the specific language governing permissions and *
* limitations under the License. *
* * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * */
#include <opencv2/highgui/highgui.hpp>
#include <opencv2/imgproc/imgproc.hpp>
#include <openbr_plugin.h>
#include "opencvutils.h"
#include "qtutils.h"
using namespace cv;
void OpenCVUtils::saveImage(const Mat &src, const QString &file)
{
if (file.isEmpty()) return;
if (!src.data) {
qWarning("OpenCVUtils::saveImage null image.");
return;
}
QtUtils::touchDir(QFileInfo(file).dir());
Mat draw;
cvtUChar(src, draw);
bool success = imwrite(file.toStdString(), draw); if (!success) qFatal("OpenCVUtils::saveImage failed to save %s", qPrintable(file));
}
void OpenCVUtils::showImage(const Mat &src, const QString &window, bool waitKey)
{
if (!src.data) {
qWarning("OpenCVUtils::showImage null image.");
return;
}
Mat draw;
cvtUChar(src, draw);
imshow(window.toStdString(), draw);
cv::waitKey(waitKey ? -1 : 1);
}
void OpenCVUtils::cvtGray(const Mat &src, Mat &dst)
{
if (src.channels() == 3) cvtColor(src, dst, CV_BGR2GRAY);
else if (src.channels() == 1) dst = src;
else qFatal("Invalid channel count");
}
void OpenCVUtils::cvtUChar(const Mat &src, Mat &dst)
{
if (src.depth() == CV_8U) {
dst = src;
return;
}
double globalMin = std::numeric_limits<double>::max();
double globalMax = -std::numeric_limits<double>::max();
vector<Mat> mv;
split(src, mv);
for (size_t i=0; i<mv.size(); i++) {
double min, max;
minMaxLoc(mv[i], &min, &max);
globalMin = std::min(globalMin, min);
globalMax = std::max(globalMax, max);
}
assert(globalMax >= globalMin);
double range = globalMax - globalMin;
if (range != 0) {
double scale = 255 / range;
convertScaleAbs(src, dst, scale, -(globalMin * scale));
} else {
// Monochromatic
dst = Mat(src.size(), CV_8UC1, Scalar((globalMin+globalMax)/2));
}
}
Mat OpenCVUtils::toMat(const QList<float> &src, int rows)
{
if (rows == -1) rows = src.size();
int columns = src.isEmpty() ? 0 : src.size() / rows;
if (rows*columns != src.size()) qFatal("OpenCVUtils::toMat invalid matrix size.");
Mat dst(rows, columns, CV_32FC1);
for (int i=0; i<src.size(); i++)
dst.at<float>(i/columns,i%columns) = src[i];
return dst;
}
Mat OpenCVUtils::toMat(const QList<Mat> &src)
{
if (src.isEmpty()) return Mat();
int rows = src.size();
size_t total = src.first().total();
int type = src.first().type();
Mat dst(rows, total, type);
for (int i=0; i<rows; i++) {
const Mat &m = src[i];
if ((m.total() != total) || (m.type() != type) || !m.isContinuous())
qFatal("OpenCVUtils::toMat invalid matrix.");
memcpy(dst.ptr(i), m.ptr(), total * src.first().elemSize());
}
return dst;
}
Mat OpenCVUtils::toMatByRow(const QList<Mat> &src)
{
if (src.isEmpty()) return Mat();
int rows = 0; foreach (const Mat &m, src) rows += m.rows;
int cols = src.first().cols;
int type = src.first().type();
Mat dst(rows, cols, type);
int row = 0;
foreach (const Mat &m, src) {
if ((m.cols != cols) || (m.type() != type) || (!m.isContinuous()))
qFatal("OpenCVUtils::toMatByRow invalid matrix.");
memcpy(dst.ptr(row), m.ptr(), m.rows*m.cols*m.elemSize());
row += m.rows;
}
return dst;
}
QString OpenCVUtils::elemToString(const Mat &m, int r, int c)
{
assert(m.channels() == 1);
switch (m.depth()) {
case CV_8U: return QString::number(m.at<quint8>(r,c));
case CV_8S: return QString::number(m.at<qint8>(r,c));
case CV_16U: return QString::number(m.at<quint16>(r,c));
case CV_16S: return QString::number(m.at<qint16>(r,c));
case CV_32S: return QString::number(m.at<qint32>(r,c));
case CV_32F: return QString::number(m.at<float>(r,c));
case CV_64F: return QString::number(m.at<double>(r,c));
default: qFatal("OpenCVUtils::elemToString unknown matrix depth");
}
return "?";
}
float OpenCVUtils::elemToFloat(const Mat &m, int r, int c)
{
assert(m.channels() == 1);
switch (m.depth()) {
case CV_8U: return float(m.at<quint8>(r,c));
case CV_8S: return float(m.at<qint8>(r,c));
case CV_16U: return float(m.at<quint16>(r,c));
case CV_16S: return float(m.at<qint16>(r,c));
case CV_32S: return float(m.at<qint32>(r,c));
case CV_32F: return float(m.at<float>(r,c));
case CV_64F: return float(m.at<double>(r,c));
default: qFatal("OpenCVUtils::elemToFloat unknown matrix depth");
}
return 0;
}
QStringList OpenCVUtils::matrixToStringList(const Mat &m)
{
QStringList results;
vector<Mat> mv;
split(m, mv);
foreach (const Mat &mc, mv)
for (int i=0; i<mc.rows; i++)
for (int j=0; j<mc.cols; j++)
results.append(elemToString(mc, i, j));
return results;
}
QList<float> OpenCVUtils::matrixToVector(const Mat &m)
{
QList<float> results;
vector<Mat> mv;
split(m, mv);
foreach (const Mat &mc, mv)
for (int i=0; i<mc.rows; i++)
for (int j=0; j<mc.cols; j++)
results.append(elemToFloat(mc, i, j));
return results;
}
Point2f OpenCVUtils::toPoint(const QPointF &qPoint)
{
return Point2f(qPoint.x(), qPoint.y());
}
QPointF OpenCVUtils::fromPoint(const Point2f &cvPoint)
{
return QPointF(cvPoint.x, cvPoint.y);
}
QList<Point2f> OpenCVUtils::toPoints(const QList<QPointF> &qPoints)
{
QList<Point2f> cvPoints; cvPoints.reserve(qPoints.size());
foreach (const QPointF &qPoint, qPoints)
cvPoints.append(toPoint(qPoint));
return cvPoints;
}
QList<QPointF> OpenCVUtils::fromPoints(const QList<Point2f> &cvPoints)
{
QList<QPointF> qPoints; qPoints.reserve(cvPoints.size());
foreach (const Point2f &cvPoint, cvPoints)
qPoints.append(fromPoint(cvPoint));
return qPoints;
}
Rect OpenCVUtils::toRect(const QRectF &qRect)
{
return Rect(qRect.x(), qRect.y(), qRect.width(), qRect.height());
}
QRectF OpenCVUtils::fromRect(const Rect &cvRect)
{
return QRectF(cvRect.x, cvRect.y, cvRect.width, cvRect.height);
}
QList<Rect> OpenCVUtils::toRects(const QList<QRectF> &qRects)
{
QList<Rect> cvRects; cvRects.reserve(qRects.size());
foreach (const QRectF &qRect, qRects)
cvRects.append(toRect(qRect));
return cvRects;
}
QList<QRectF> OpenCVUtils::fromRects(const QList<Rect> &cvRects)
{
QList<QRectF> qRects; qRects.reserve(cvRects.size());
foreach (const Rect &cvRect, cvRects)
qRects.append(fromRect(cvRect));
return qRects;
}
QDataStream &operator<<(QDataStream &stream, const Mat &m)
{
// Write header
int rows = m.rows;
int cols = m.cols;
int type = m.type();
stream << rows << cols << type;
// Write data
int len = rows*cols*m.elemSize();
stream << len;
if (len > 0) {
if (!m.isContinuous()) qFatal("opencvutils.cpp operator<< Mat can't serialize non-continuous matrices.");
int written = stream.writeRawData((const char*)m.data, len);
if (written != len) qFatal("opencvutils.cpp operator<< Mat serialization failure.");
}
return stream;
}
QDataStream &operator>>(QDataStream &stream, Mat &m)
{
// Read header
int rows, cols, type;
stream >> rows >> cols >> type;
m.create(rows, cols, type);
// Read data
int len;
stream >> len;
if (len > 0) {
if (!m.isContinuous()) qFatal("opencvutils.cpp operator>> Mat can't deserialize non-continuous matrices.");
int written = stream.readRawData((char*)m.data, len);
if (written != len) qFatal("opencvutils.cpp operator>> Mat serialization failure.");
}
return stream;
}
QDebug operator<<(QDebug dbg, const Mat &m)
{
vector<Mat> mv;
split(m, mv);
if (m.rows > 1) dbg.nospace() << "{ ";
for (int r=0; r<m.rows; r++) {
if ((m.rows > 1) && (r > 0)) dbg.nospace() << " ";
if (m.cols > 1) dbg.nospace() << "[";
for (int c=0; c<m.cols; c++) {
if (mv.size() > 1) dbg.nospace() << "(";
for (unsigned int i=0; i<mv.size()-1; i++)
dbg.nospace() << qPrintable(OpenCVUtils::elemToString(mv[i], r, c)) << ", ";
dbg.nospace() << qPrintable(OpenCVUtils::elemToString(mv[mv.size()-1], r, c));
if (mv.size() > 1) dbg.nospace() << ")";
if (c < m.cols - 1) dbg.nospace() << ", ";
}
if (m.cols > 1) dbg.nospace() << "]";
if (r < m.rows-1) dbg.nospace() << "\n";
}
if (m.rows > 1) dbg.nospace() << " }";
return dbg;
}
QDebug operator<<(QDebug dbg, const Point &p)
{
dbg.nospace() << "(" << p.x << ", " << p.y << ")";
return dbg.space();
}
QDebug operator<<(QDebug dbg, const Rect &r)
{
dbg.nospace() << "(" << r.x << ", " << r.y << "," << r.width << "," << r.height << ")";
return dbg.space();
}
QDataStream &operator<<(QDataStream &stream, const Rect &r)
{
return stream << r.x << r.y << r.width << r.height;
}
QDataStream &operator>>(QDataStream &stream, Rect &r)
{
return stream >> r.x >> r.y >> r.width >> r.height;
}
QDataStream &operator<<(QDataStream &stream, const Size &s)
{
return stream << s.width << s.height;
}
QDataStream &operator>>(QDataStream &stream, Size &s)
{
return stream >> s.width >> s.height;
}