facetrackelement.cpp
18.9 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
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
444
445
446
447
448
449
450
451
452
453
454
455
456
457
458
459
460
461
462
463
464
465
466
467
468
469
470
471
472
473
474
475
476
477
478
479
480
481
482
483
484
485
486
487
488
489
490
491
492
493
494
495
496
497
498
499
500
501
502
503
504
505
506
507
508
509
510
511
512
513
514
515
516
517
518
519
520
521
522
523
524
525
526
527
528
529
530
531
532
533
534
535
536
537
538
539
540
541
542
543
544
545
546
547
548
549
550
551
552
553
554
555
556
557
558
559
560
561
562
563
564
565
566
567
568
569
570
571
572
573
574
575
576
577
578
579
580
581
582
583
584
585
586
587
588
589
590
591
592
593
594
595
596
597
598
599
600
601
602
603
604
605
606
607
608
609
610
611
612
613
614
615
616
617
618
619
620
/* Webcamoid, webcam capture application.
* Copyright (C) 2020 Chris Barth
*
* Webcamoid is free software: you can redistribute it and/or modify
* it under the terms of the GNU General Public License as published by
* the Free Software Foundation, either version 3 of the License, or
* (at your option) any later version.
*
* Webcamoid is distributed in the hope that it will be useful,
* but WITHOUT ANY WARRANTY; without even the implied warranty of
* MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
* GNU General Public License for more details.
*
* You should have received a copy of the GNU General Public License
* along with Webcamoid. If not, see <http://www.gnu.org/licenses/>.
*
* Web-Site: http://webcamoid.github.io/
*/
#include <QDateTime>
#include <QMap>
#include <QMutex>
#include <QPainter>
#include <QQmlContext>
#include <QVariant>
#include <akfrac.h>
#include <akpacket.h>
#include <akpluginmanager.h>
#include <akvideocaps.h>
#include <akvideoconverter.h>
#include <akvideopacket.h>
#include "facetrackelement.h"
class FaceTrackElementPrivate
{
public:
AkVideoConverter m_videoConverter {{AkVideoCaps::Format_argbpack, 0, 0, {}}};
QString m_haarFile {":/FaceDetect/share/haarcascades/haarcascade_frontalface_alt.xml"};
QSize m_scanSize {160, 120};
int m_faceBucketSize {1};
QVector<QRect> m_faceBuckets;
int m_expandRate {30};
int m_contractRate {5};
/* Margins/Paddings are defined as a rectangle where:
*
* x1 = Left Margin/Padding
* y1 = Top Margin/Padding
* x2 = Right Margin/Padding
* y2 = Bottom Margin/Padding
*
* and
*
* width = x2 - x1
* height = y2 - y1
*/
QRect m_faceMargin {30, 30, 1, 1}; // 30, 30, 30, 30
QRect m_facePadding {20, 50, 1, 81}; // 20, 50, 20, 130
AkFrac m_aspectRatio {16, 9};
bool m_overrideAspectRatio {false};
bool m_lockedViewport {false};
bool m_debugModeEnabled {false};
QRect m_lastBounds;
AkElementPtr m_faceDetectFilter {akPluginManager->create<AkElement>("VideoFilter/FaceDetect")};
QMutex m_mutex;
QRect calculateNewBounds(const QRect &targetBounds,
const QSize &maxCropSize,
const QSize &srcSize);
void collectFaces(const QVector<QRect> &vecFaces);
};
FaceTrackElement::FaceTrackElement(): AkElement()
{
this->d = new FaceTrackElementPrivate;
this->d->m_faceBuckets.resize(5);
}
FaceTrackElement::~FaceTrackElement()
{
delete this->d;
}
QString FaceTrackElement::haarFile() const
{
return this->d->m_haarFile;
}
QSize FaceTrackElement::scanSize() const
{
return this->d->m_scanSize;
}
int FaceTrackElement::faceBucketSize() const
{
return this->d->m_faceBucketSize;
}
int FaceTrackElement::faceBucketCount() const
{
return this->d->m_faceBuckets.length();
}
int FaceTrackElement::expandRate() const
{
return this->d->m_expandRate;
}
int FaceTrackElement::contractRate() const
{
return this->d->m_contractRate;
}
QRect FaceTrackElement::facePadding() const
{
return this->d->m_facePadding;
}
QRect FaceTrackElement::faceMargin() const
{
return this->d->m_faceMargin;
}
AkFrac FaceTrackElement::aspectRatio() const
{
return this->d->m_aspectRatio;
}
bool FaceTrackElement::overrideAspectRatio() const
{
return this->d->m_overrideAspectRatio;
}
bool FaceTrackElement::lockedViewport() const
{
return this->d->m_lockedViewport;
}
bool FaceTrackElement::debugModeEnabled() const
{
return this->d->m_debugModeEnabled;
}
QString FaceTrackElement::controlInterfaceProvide(const QString &controlId) const
{
Q_UNUSED(controlId)
return QString("qrc:/FaceTrack/share/qml/main.qml");
}
void FaceTrackElement::controlInterfaceConfigure(QQmlContext *context,
const QString &controlId) const
{
Q_UNUSED(controlId)
context->setContextProperty("FaceTrack",
const_cast<QObject *>(qobject_cast<const QObject *>(this)));
context->setContextProperty("controlId", this->objectName());
}
AkPacket FaceTrackElement::iVideoStream(const AkVideoPacket &packet)
{
QSize scanSize(this->d->m_scanSize);
if (this->d->m_haarFile.isEmpty() || scanSize.isEmpty()) {
if (packet)
emit this->oStream(packet);
return packet;
}
this->d->m_videoConverter.begin();
auto src = this->d->m_videoConverter.convert(packet);
this->d->m_videoConverter.end();
if (!src)
return {};
QImage iFrame(src.caps().width(),
src.caps().height(),
QImage::Format_ARGB32);
auto lineSize = qMin<size_t>(src.lineSize(0), iFrame.bytesPerLine());
for (int y = 0; y < src.caps().height(); y++) {
auto srcLine = src.constLine(0, y);
auto dstLine = iFrame.scanLine(y);
memcpy(dstLine, srcLine, lineSize);
}
if (!this->overrideAspectRatio())
this->setAspectRatio(AkFrac(iFrame.width(), iFrame.height()));
qreal scale;
if (scanSize.height() * iFrame.width() >= scanSize.width() * iFrame.height())
scale = qreal(iFrame.width()) / scanSize.width();
else
scale = qreal(iFrame.height()) / scanSize.height();
QRect bounds;
if (this->d->m_lastBounds.isNull())
this->d->m_lastBounds = iFrame.rect();
if (this->d->m_lockedViewport) {
bounds = this->d->m_lastBounds;
} else {
QVector<QRect> detectedFaces;
QMetaObject::invokeMethod(this->d->m_faceDetectFilter.data(),
"detectFaces",
Qt::DirectConnection,
Q_RETURN_ARG(QVector<QRect>, detectedFaces),
Q_ARG(AkVideoPacket, packet));
if (detectedFaces.length() > 0)
this->d->collectFaces(detectedFaces);
QPen pen;
QPainter painter;
int penWidth = 1;
if (this->d->m_debugModeEnabled) {
pen.setStyle(Qt::SolidLine);
painter.begin(&iFrame);
}
for (int i = 0; i < this->d->m_faceBuckets.size(); i++) {
auto &face = this->d->m_faceBuckets[i];
if (!face.isNull()) {
QRect scaledFace;
scaledFace.setCoords(scale * face.left(),
scale * face.top(),
scale * face.right(),
scale * face.bottom());
bounds = bounds.united(scaledFace);
if (this->d->m_debugModeEnabled) {
auto color =
QColor::fromHsv(360 * i
/ this->d->m_faceBuckets.size(),
255,
255);
pen.setColor(color);
painter.setPen(pen);
pen.setWidth(penWidth);
painter.drawRect(scaledFace);
penWidth += 1;
}
}
}
// Don't allow bounds outside the frame, even if the face does
bounds.setCoords(qMax(0, bounds.left()),
qMax(0, bounds.top()),
qMin(iFrame.width(), bounds.right()),
qMin(iFrame.height(), bounds.bottom()));
if (this->d->m_debugModeEnabled) {
// Draw a boarder so we can see what is going on
pen.setColor(Qt::white);
pen.setWidth(penWidth);
painter.setPen(pen);
painter.drawRect(bounds);
painter.end();
}
}
// Calcuate the maximum size allowed given the source and desired aspect ratio
auto aspectRatio = this->d->m_aspectRatio;
QSize maxCropSize(qMin<int>(iFrame.width(),
iFrame.height() * aspectRatio.value()),
qMin<int>(iFrame.height(),
iFrame.width() / aspectRatio.value()));
if (bounds.height() == 0 || bounds.width() == 0)
bounds.setCoords(int(iFrame.width() / 2) - maxCropSize.width(),
int(iFrame.height() / 2) - maxCropSize.height(),
int(iFrame.width() / 2) + maxCropSize.width(),
int(iFrame.height() / 2) + maxCropSize.height());
QImage oFrame;
if (this->lockedViewport()) {
oFrame = iFrame.copy(bounds);
} else {
oFrame = iFrame.copy(this->d->calculateNewBounds(bounds,
maxCropSize,
iFrame.size()));
}
auto ocaps = src.caps();
ocaps.setWidth(oFrame.width());
ocaps.setHeight(oFrame.height());
AkVideoPacket dst(ocaps);
dst.copyMetadata(src);
lineSize = qMin<size_t>(oFrame.bytesPerLine(), dst.lineSize(0));
for (int y = 0; y < dst.caps().height(); y++) {
auto srcLine = oFrame.constScanLine(y);
auto dstLine = dst.line(0, y);
memcpy(dstLine, srcLine, lineSize);
}
if (dst)
emit this->oStream(dst);
return dst;
}
void FaceTrackElement::setHaarFile(const QString &haarFile)
{
if (this->haarFile() == haarFile)
return;
this->d->m_faceDetectFilter->setProperty("haarFile", haarFile);
this->d->m_haarFile = this->d->m_faceDetectFilter->property("haarFile").value<QString>();
emit this->haarFileChanged(this->haarFile());
}
void FaceTrackElement::setScanSize(const QSize &scanSize)
{
if (this->scanSize() == scanSize)
return;
this->d->m_faceDetectFilter->setProperty("scanSize", scanSize);
this->d->m_scanSize = this->d->m_faceDetectFilter->property("scanSize").value<QSize>();
emit this->scanSizeChanged(this->scanSize());
}
void FaceTrackElement::setFaceBucketSize(int seconds)
{
if (this->faceBucketSize() == seconds)
return;
this->d->m_faceBucketSize = seconds;
emit this->faceBucketSizeChanged(this->faceBucketSize());
}
void FaceTrackElement::setFaceBucketCount(int count)
{
if (this->d->m_faceBuckets.length() == count)
return;
this->d->m_faceBuckets.resize(abs(count));
emit this->faceBucketCountChanged(abs(count));
}
void FaceTrackElement::setExpandRate(int rate)
{
if (this->expandRate() == abs(rate))
return;
this->d->m_expandRate = abs(rate);
emit this->expandRateChanged(this->expandRate());
}
void FaceTrackElement::setContractRate(int rate)
{
if (this->contractRate() == abs(rate))
return;
this->d->m_contractRate = abs(rate);
emit this->contractRateChanged(this->contractRate());
}
void FaceTrackElement::setFacePadding(const QRect &facePadding)
{
if (this->d->m_facePadding == facePadding)
return;
this->d->m_facePadding = facePadding;
emit this->facePaddingChanged(facePadding);
}
void FaceTrackElement::setFaceMargin(const QRect &faceMargin)
{
if (this->d->m_faceMargin == faceMargin)
return;
this->d->m_faceMargin = faceMargin;
emit this->faceMarginChanged(faceMargin);
}
void FaceTrackElement::setAspectRatio(const AkFrac &aspectRatio)
{
if (this->d->m_aspectRatio == aspectRatio)
return;
this->d->m_aspectRatio = aspectRatio;
emit this->aspectRatioChanged(aspectRatio);
}
void FaceTrackElement::setOverrideAspectRatio(bool overrideAspectRatio)
{
if (this->d->m_overrideAspectRatio == overrideAspectRatio)
return;
this->d->m_overrideAspectRatio = overrideAspectRatio;
emit this->overrideAspectRatioChanged(overrideAspectRatio);
}
void FaceTrackElement::setLockedViewport(bool lockViewport)
{
if (this->d->m_lockedViewport == lockViewport)
return;
this->d->m_lockedViewport = lockViewport;
emit this->lockedViewportChanged(lockViewport);
}
void FaceTrackElement::setDebugModeEnabled(bool enabled)
{
if (this->d->m_debugModeEnabled == enabled)
return;
this->d->m_debugModeEnabled = enabled;
emit this->debugModeEnabledChanged(enabled);
}
void FaceTrackElement::resetHaarFile()
{
this->setHaarFile(":/FaceDetect/share/haarcascades/haarcascade_frontalface_alt.xml");
}
void FaceTrackElement::resetScanSize()
{
this->setScanSize({160, 120});
}
void FaceTrackElement::resetFaceBucketSize()
{
this->setFaceBucketSize(1);
}
void FaceTrackElement::resetFaceBucketCount()
{
this->setFaceBucketCount(5);
}
void FaceTrackElement::resetExpandRate()
{
this->setExpandRate(30);
}
void FaceTrackElement::resetContractRate()
{
this->setContractRate(5);
}
void FaceTrackElement::resetFacePadding()
{
this->setFacePadding({20, 50, 0, 80});
}
void FaceTrackElement::resetFaceMargin()
{
this->setFaceMargin({30, 30, 0, 0});
}
void FaceTrackElement::resetAspectRatio()
{
this->setAspectRatio({16, 9});
}
void FaceTrackElement::resetOverrideAspectRatio()
{
this->setOverrideAspectRatio(false);
}
void FaceTrackElement::resetLockedViewport()
{
this->setLockedViewport(false);
}
void FaceTrackElement::resetDebugModeEnabled()
{
this->setDebugModeEnabled(false);
}
QRect FaceTrackElementPrivate::calculateNewBounds(const QRect &targetBounds,
const QSize &maxCropSize,
const QSize &srcSize)
{
// Slowly change the bounds
// Can't use addition/subtraction, need to use ratios,
// or we'll pass our target and get jittery
auto lastBounds = this->m_lastBounds;
auto xRate = qreal(this->m_expandRate) / 100;
auto cRate = qreal(-this->m_contractRate) / 100;
// Apply the expand/contract rates to get the new bounds
QRect newBounds;
newBounds.setCoords(lastBounds.left()
- ((targetBounds.left() < lastBounds.left()? xRate: cRate)
* abs(targetBounds.left() - lastBounds.left())),
lastBounds.top()
- ((targetBounds.top() < lastBounds.top()? xRate: cRate)
* abs(targetBounds.top() - lastBounds.top())),
lastBounds.right()
+ ((targetBounds.right() > lastBounds.right()? xRate: cRate)
* abs(targetBounds.right() - lastBounds.right())),
lastBounds.bottom()
+ ((targetBounds.bottom() > lastBounds.bottom()? xRate: cRate)
* abs(targetBounds.bottom() - lastBounds.bottom())));
// Make sure the new bounds are the correct aspect ratio
auto aspectRatio = this->m_aspectRatio;
int proposedWidth(qMax<int>(newBounds.width(),
newBounds.height() * aspectRatio.value()));
int proposedHeight(qMax<int>(newBounds.height(),
newBounds.width() / aspectRatio.value()));
if (proposedWidth > maxCropSize.width()) {
proposedWidth = maxCropSize.width();
proposedHeight = maxCropSize.width() / aspectRatio.value();
}
if (proposedHeight > maxCropSize.height()) {
proposedHeight = maxCropSize.height();
proposedWidth = maxCropSize.height() * aspectRatio.value();
}
// Make sure that we pan the image gradually
QLine centerline(targetBounds.center(), this->m_lastBounds.center());
// Make sure we correctly center and size the new bounds
int left = centerline.center().x() - proposedWidth / 2;
newBounds.setLeft(qMax(0, left));
int right = proposedWidth + newBounds.left();
newBounds.setRight(qMin(srcSize.width(), right));
left = newBounds.left() - (proposedWidth - newBounds.width());
newBounds.setLeft(left);
int top = centerline.center().y() - proposedHeight / 2;
newBounds.setTop(qMax(0, top));
int bottom = proposedHeight + newBounds.top();
newBounds.setBottom(qMin(srcSize.height(), bottom));
top = newBounds.top() - (proposedHeight - newBounds.height());
newBounds.setTop(top);
this->m_lastBounds = newBounds;
return newBounds;
}
void FaceTrackElementPrivate::collectFaces(const QVector<QRect> &vecFaces)
{
/*
* Track faces grouped by the inverse of the scan frequency
* so that we can mitigate the effect of flashing face detection.
* This will cause each bucket to contain `m_faceBucketSize`
* number of seconds of face scans grouped together
*/
int now = QDateTime::currentSecsSinceEpoch() / this->m_faceBucketSize;
auto size = this->m_scanSize;
auto pad = this->m_facePadding;
auto margin = this->m_faceMargin;
int nextTimeSlot = (now + 1) % this->m_faceBuckets.length();
int timeSlot = now % this->m_faceBuckets.length();
for (auto &face: vecFaces) {
// Add a padding around an incoming face
QRect head(face);
// Forehead
head.setTop(qMax(0, head.top() - int(face.height() * pad.top() / 100)));
// Neck
head.setHeight(qMin(size.height(),
head.height()
+ int(face.height() * pad.bottom() / 100)));
// Left shoulder
head.setLeft(qMax(0,
head.left() - int(face.width() * pad.left() / 100)));
// Right shoulder
head.setWidth(qMin(size.width(),
head.width()
+ int(face.width() * pad.right() / 100)));
if (this->m_faceBuckets[timeSlot].isNull()) {
this->m_faceBuckets[timeSlot] = head;
} else {
/*
* Include a "margin" option that will only include the new head
* if it is outside the old bucket + margin. This will further
* help reduce jittery or very small movements of the crop/pan.
*/
QRect headMargin;
auto bucket = this->m_faceBuckets[timeSlot];
headMargin.setCoords(bucket.left()
- int(head.left() * margin.left() / 100),
bucket.top()
- int(head.top() * margin.top() / 100),
bucket.right()
+ int(head.right() * margin.right() / 100),
bucket.bottom()
+ int(head.bottom() * margin.bottom() / 100));
// If `head` is completely inside `headMargin`,
// then don't merge it with the bucket
if (!headMargin.contains(head.topLeft())
|| !headMargin.contains(head.bottomRight())) {
this->m_faceBuckets[timeSlot] =
this->m_faceBuckets[timeSlot].united(head);
}
}
// Degrade the last occupied slot by intersecting it with the current one
if (!this->m_faceBuckets[nextTimeSlot].isNull())
this->m_faceBuckets[nextTimeSlot] =
this->m_faceBuckets[nextTimeSlot].intersected(head);
}
}
#include "moc_facetrackelement.cpp"