/
bmpout.cpp
366 lines (307 loc) · 11.5 KB
/
bmpout.cpp
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
#include "stdio.h"
#include "cv.h"
#include "highgui.h"
#include "time.h"
#define TPL_WIDTH 12 /* template width */
#define TPL_HEIGHT 12 /* template height */
#define WINDOW_WIDTH 24 /* search window width */
#define WINDOW_HEIGHT 24 /* search window height */
#define THRESHOLD 0.3
IplImage *frame, *tpl, *tm, *gray, *eyezone1, *eyezone2, *minieyezone1, *minieyezone2, *output1, *output2;
int object_x0, object_y0, is_tracking = 0;
void mouseHandler( int event, int x, int y, int flags, void *param );
void trackObject();
//const char *cascade_name = "haarcascade_frontalface_default.xml";
//const char *cascade_name = "haarcascade_eye.xml";
const char *righteye_cascade_name = "haarcascade_righteye_2splits.xml";
const char *lefteye_cascade_name = "haarcascade_lefteye_2splits.xml";
//CvHaarClassifierCascade *cascade = 0;
//CvMemStorage *storage = 0;
//CvSeq *faces;
CvHaarClassifierCascade *righteye_cascade = 0;
CvHaarClassifierCascade *lefteye_cascade = 0;
CvMemStorage *righteye_storage = 0;
CvMemStorage *lefteye_storage = 0;
CvSeq *righteye, *lefteye;
static CvScalar colors[] = {
{{0, 0, 255}}, {{0, 128, 255}},
{{0, 255, 255}}, {{0, 255, 0}},
{{255, 128, 0}}, {{255, 255, 0}},
{{255, 0, 0}}, {{255, 0, 255}}
};
/* main code */
int main(int argc, char** argv ){
CvCapture *capture;
int i, key;
//*struct tm *newtime;
time_t second,milsecond;
char rightfilename[100], leftfilename[100];
// ブーストされた分類器のカスケードを読み込む
// cascade = (CvHaarClassifierCascade *) cvLoad (cascade_name, 0, 0, 0);
righteye_cascade = (CvHaarClassifierCascade *) cvLoad (righteye_cascade_name, 0, 0, 0);
lefteye_cascade = (CvHaarClassifierCascade *) cvLoad (lefteye_cascade_name, 0, 0, 0);
/* initialize camera */
capture = cvCaptureFromCAM( 0 );
/* always check */
if( !capture ) return 1;
/* get video properties, needed by template image */
frame = cvQueryFrame( capture );
if ( !frame ) return 1;
/* create template image */
tpl = cvCreateImage( cvSize( TPL_WIDTH, TPL_HEIGHT ),
frame->depth, frame->nChannels );
/* create image for template matching result */
tm = cvCreateImage( cvSize( WINDOW_WIDTH - TPL_WIDTH + 1,
WINDOW_HEIGHT - TPL_HEIGHT + 1 ),
IPL_DEPTH_32F, 1 );
//eyezone
eyezone1 = cvCreateImage(cvSize(50,50), IPL_DEPTH_8U, 1);
minieyezone1 = cvCreateImage(cvSize(16,16), IPL_DEPTH_8U, 1);
output1 = cvCreateImage(cvSize(512,512), IPL_DEPTH_8U, 1);
eyezone2 = cvCreateImage(cvSize(50,50), IPL_DEPTH_8U, 1);
minieyezone2 = cvCreateImage(cvSize(16,16), IPL_DEPTH_8U, 1);
output2 = cvCreateImage(cvSize(512,512), IPL_DEPTH_8U, 1);
/* create a window and install mouse handler */
cvNamedWindow( "video", CV_WINDOW_AUTOSIZE );
cvSetMouseCallback( "video", mouseHandler, NULL );
cvNamedWindow("output1", CV_WINDOW_AUTOSIZE);
cvNamedWindow("output2", CV_WINDOW_AUTOSIZE);
gray = cvCreateImage (cvGetSize (frame), IPL_DEPTH_8U, 1);
righteye_storage = cvCreateMemStorage (0);
lefteye_storage = cvCreateMemStorage (0);
CvPoint righteye_center, lefteye_center;
// eye candidate
CvRect righteye_cand1, righteye_cand2, lefteye_cand1, lefteye_cand2, right, left;
int eye_candidate_num = 0;
while( key != 'q' ) {
eye_candidate_num = 0;
/* get a frame */
frame = cvQueryFrame( capture );
/* always check */
if( !frame ) break;
/* 'fix' frame */
/* cvFlip( frame, frame, -1 ); */
frame->origin = 0;
/* perform tracking if template is available */
if( is_tracking ) trackObject();
cvClearMemStorage (righteye_storage);
cvClearMemStorage (lefteye_storage);
cvCvtColor (frame, gray, CV_BGR2GRAY);
cvEqualizeHist (gray, gray);
righteye = cvHaarDetectObjects (gray, righteye_cascade, righteye_storage, 1.11, 4, 0, cvSize (40, 40), cvSize(40,40));
lefteye = cvHaarDetectObjects (gray, lefteye_cascade, lefteye_storage, 1.11, 4, 0, cvSize (40, 40), cvSize(40,40));
//右目を円で描画
for (i = 0; i < (righteye ? righteye->total : 0); i++) {
CvRect *r = (CvRect *) cvGetSeqElem (righteye, i);
CvPoint center;
int radius;
center.x = cvRound (r->x + r->width * 0.5);
center.y = cvRound (r->y + r->height * 0.5);
radius = cvRound ((r->width + r->height) * 0.25);
cvCircle (frame, center, radius, colors[i % 8], 3, 8, 0);
//右目候補
if(i == 0){
righteye_cand1 = *r;
}
if(i == 1){
righteye_cand2 = *r;
}
}
//左目を死角で描画
for (i = 0; i < (lefteye ? lefteye->total : 0); i++) {
CvRect *r = (CvRect *) cvGetSeqElem (lefteye, i);
CvPoint apex1, apex2;
apex1 = cvPoint(r->x, r->y);
apex2.x = cvRound(r->x + r->width);
apex2.y = cvRound(r->y + r->height);
cvRectangle (frame,apex1, apex2, colors[i % 8], 3, 8, 0);
//左目候補
if(i == 0){
lefteye_cand1 = *r;
}
if(i == 1){
lefteye_cand2 = *r;
}
}
//候補しぼり
if(righteye->total >= 1){
if(righteye->total >= 2){
if(righteye_cand1.x <= righteye_cand2.x){
right = righteye_cand1;
righteye_center.x = cvRound(right.x + right.width*0.5);
righteye_center.y = cvRound(right.y + right.height*0.5);
}
else{
right = righteye_cand2;
righteye_center.x = cvRound(right.x + right.width*0.5);
righteye_center.y = cvRound(right.y + right.height*0.5);
}
}
else{
right = righteye_cand1;
righteye_center.x = cvRound(right.x + right.width*0.5);
righteye_center.y = cvRound(right.y + right.height*0.5);
}
eyezone1 = cvCreateImage(cvSize(right.width, right.height), IPL_DEPTH_8U, 1);
cvGetRectSubPix(gray, eyezone1, cvPointTo32f(righteye_center));
cvEqualizeHist(eyezone1, eyezone1);
cvResize(eyezone1, minieyezone1, CV_INTER_LINEAR);
cvResize(minieyezone1, output1, CV_INTER_NN);
}
if(lefteye->total >= 1){
if(lefteye->total >= 2){
if(lefteye_cand1.x >= lefteye_cand2.x){
left = lefteye_cand1;
lefteye_center.x = cvRound(left.x + left.width*0.5);
lefteye_center.y = cvRound(left.y + left.height*0.5);
}
else{
left = lefteye_cand2;
lefteye_center.x = cvRound(left.x + left.width*0.5);
lefteye_center.y = cvRound(right.y + left.height*0.5);
}
}
else{
left = lefteye_cand1;
lefteye_center.x = cvRound(left.x + left.width*0.5);
lefteye_center.y = cvRound(left.y + left.height*0.5);
}
eyezone2 = cvCreateImage(cvSize(left.width, left.height), IPL_DEPTH_8U, 1);
cvGetRectSubPix(gray, eyezone2, cvPointTo32f(lefteye_center));
cvEqualizeHist(eyezone2, eyezone2);
cvResize(eyezone2, minieyezone2, CV_INTER_LINEAR);
cvResize(minieyezone2, output2, CV_INTER_NN);
}
printf("righteye width = %d, height = %d\n", right.width, right.height);
printf("lefteye width = %d, height = %d\n", left.width, left.height);
// printf("righteye x = %d\n", right.x);
// printf("lefteye x = %d\n", left.x);
/* display frame */
cvShowImage( "video", frame);
//cvShowImage( "eyezone1", eyezone1);
//cvShowImage( "eyezone2", eyezone2);
cvShowImage( "output1", output1);
cvShowImage( "output2", output2);
//ファイル出力,時間計測
time(&second);
milsecond = clock();
// printf("時間[sec] = %ld\n", second);
printf("経過時間[usec] = %ld\n", milsecond);
//sprintf(filename, "%ld.bmp",second);
//printf("sprintf = %s\n", filename);
//cvSaveImage(filename, frame,0);
if(key == 'n'){
sprintf(rightfilename, "n_right%ld.bmp", milsecond);
sprintf(leftfilename, "n_left%ld.bmp", milsecond);
printf("fileoutput %s, %s\n", rightfilename, leftfilename);
cvSaveImage(rightfilename, minieyezone1, 0);
cvSaveImage(leftfilename, minieyezone2, 0);
}
if(key == 'h'){
sprintf(rightfilename, "h_right%ld.bmp", milsecond);
sprintf(leftfilename, "h_left%ld.bmp", milsecond);
printf("fileoutput %s, %s\n", rightfilename, leftfilename);
cvSaveImage(rightfilename, minieyezone1, 0);
cvSaveImage(leftfilename, minieyezone2, 0);
}
if(key == 'j'){
sprintf(rightfilename, "j_right%ld.bmp", milsecond);
sprintf(leftfilename, "j_left%ld.bmp", milsecond);
printf("fileoutput %s, %s\n", rightfilename, leftfilename);
cvSaveImage(rightfilename, minieyezone1, 0);
cvSaveImage(leftfilename, minieyezone2, 0);
}
if(key == 'k'){
sprintf(rightfilename, "k_right%ld.bmp", milsecond);
sprintf(leftfilename, "k_left%ld.bmp", milsecond);
printf("fileoutput %s, %s\n", rightfilename, leftfilename);
cvSaveImage(rightfilename, minieyezone1, 0);
cvSaveImage(leftfilename, minieyezone2, 0);
}
if(key == 'l'){
sprintf(rightfilename, "l_right%ld.bmp", milsecond);
sprintf(leftfilename, "l_left%ld.bmp", milsecond);
printf("fileoutput %s, %s\n", rightfilename, leftfilename);
cvSaveImage(rightfilename, minieyezone1, 0);
cvSaveImage(leftfilename, minieyezone2, 0);
}
/* exit if user press 'q' */
key = cvWaitKey( 1 );
}
/* free memory */
cvDestroyWindow( "video" );
cvDestroyWindow( "output1");
cvDestroyWindow( "output2");
cvReleaseCapture( &capture );
cvReleaseImage( &tpl );
cvReleaseImage( &tm );
cvReleaseImage( &gray);
cvReleaseImage( &eyezone1);
cvReleaseImage( &eyezone2);
cvReleaseImage( &minieyezone1);
cvReleaseImage( &minieyezone2);
cvReleaseImage( &output1);
cvReleaseImage( &output2);
return 0;
}
/* mouse handler */
void mouseHandler( int event, int x, int y, int flags, void *param )
{
/* user clicked the image, save subimage as template */
if( event == CV_EVENT_LBUTTONUP ) {
object_x0 = x - ( TPL_WIDTH / 2 );
object_y0 = y - ( TPL_HEIGHT / 2 );
cvSetImageROI( frame,
cvRect( object_x0,
object_y0,
TPL_WIDTH,
TPL_HEIGHT ) );
cvCopy( frame, tpl, NULL );
cvResetImageROI( frame );
/* template is available, start tracking! */
fprintf( stdout, "Template selected. Start tracking... \n" );
is_tracking = 1;
}
}
/* track object */
void trackObject()
{
CvPoint minloc, maxloc;
double minval, maxval;
/* setup position of search window */
int win_x0 = object_x0 - ( ( WINDOW_WIDTH - TPL_WIDTH ) / 2 );
int win_y0 = object_y0 - ( ( WINDOW_HEIGHT - TPL_HEIGHT ) / 2 );
/*
* Ooops, some bugs here.
* If the search window exceed the frame boundaries,
* it will trigger errors.
*
* Add some code to make sure that the search window
* is still within the frame.
*/
/* search object in search window */
cvSetImageROI( frame,
cvRect( win_x0,
win_y0,
WINDOW_WIDTH,
WINDOW_HEIGHT ) );
cvMatchTemplate( frame, tpl, tm, CV_TM_SQDIFF_NORMED );
cvMinMaxLoc( tm, &minval, &maxval, &minloc, &maxloc, 0 );
cvResetImageROI( frame );
/* if object found... */
if( minval <= THRESHOLD ) {
/* save object's current location */
object_x0 = win_x0 + minloc.x;
object_y0 = win_y0 + minloc.y;
/* and draw a box there */
cvRectangle( frame,
cvPoint( object_x0, object_y0 ),
cvPoint( object_x0 + TPL_WIDTH,
object_y0 + TPL_HEIGHT ),
cvScalar( 0, 0, 255, 0 ), 1, 0, 0 );
} else {
/* if not found... */
fprintf( stdout, "Lost object.\n" );
is_tracking = 0;
}
}