demo.cpp
11.2 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
#include <stdio.h>
#include <iostream>
#include <time.h>
#include <stdlib.h>
#include <windows.h>
#include "highgui.h"
#include "cv.h"
#include "RegionAssist.h"
#include "time_debug.h"
#include <deque>
#include <opencv2/opencv.hpp>
#include "ms_region_surveilance.h"
#include <cv.h>
#include <highgui.h>
using namespace std;
using namespace cv;
void imag_ana_3channels();
#define threshold_diff1 200 //设置简单帧差法阈值
#define threshold_diff2 200 //设置简单帧差法阈值
int first_update = 0;//首次更新标志
#define Th 80
#define Ta 80
void calc_fore(IplImage *current, IplImage *back, IplImage *fore)
{
int i, j;
for (i = 0; i<current->height; i++)
{
for (j = 0; j<current->width; j++)
{
if (abs((u_char)current->imageData[i*current->widthStep + j] - (u_char)back->imageData[i*current->widthStep + j]) <= Ta)
{
fore->imageData[i*current->widthStep + j] = 0;//background
}
else
{
fore->imageData[i*current->widthStep + j] = 255;//foreground
}
}
}
}
void update_currentback(IplImage *current, IplImage *curr_back)
{
int i, j;
int p, q;
for (i = 0; i<current->height; i++)
{
for (j = 0; j<current->width; j++)
{
p = (u_char)current->imageData[i * current->widthStep + j];
q = (u_char)curr_back->imageData[i * current->widthStep + j];
//printf("%d,%d\n",p,q);
if (p >= q)
{
if (q == 255)
{
q = 254;
}
curr_back->imageData[i * current->widthStep + j] = q + 1;
}
else
{
if (q == 0)
{
q = 1;
}
curr_back->imageData[i * current->widthStep + j] = q - 1;
}
}
}
}
void update_bufferedback(IplImage *curr_back, IplImage *buf_back, IplImage *abandon)
{
int i, j, height, width;
int leave_flag = 0;
height = curr_back->height;
width = curr_back->widthStep;
if (first_update == 0)
{
for (i = 0; i < height; i++)
{
for (j = 0; j < width; j++)
{
if (abs((u_char)curr_back->imageData[i*width + j] - (u_char)buf_back->imageData[i*width + j]) <= Th)
{
abandon->imageData[i*width + j] = 0;//background
}
else
{
abandon->imageData[i*width + j] = curr_back->imageData[i*width + j];//foreground
first_update = 1;
}
}
}
return;
}
//物体离开判断
for (i = 0; i < height; i++)
{
for (j = 0; j < width; j++)
{
if (abandon->imageData[i*width + j] != 0)
{
if (abandon->imageData[i*width + j] != curr_back->imageData[i*width + j])
{
leave_flag = 1; //物体掩膜处之前背景与当前的不一致,1:物体未离开,0:物体离开
}
}
}
}
if (leave_flag == 0) //物体离开
{
cvCopy(curr_back, buf_back);
for (i = 0; i < height; i++)
{
for (j = 0; j < width; j++)
{
if (abandon->imageData[i*width + j] != 0)
{
abandon->imageData[i*width + j] = curr_back->imageData[i*width + j];
}
}
}
}
else
{
for (i = 0; i < height; i++)
{
for (j = 0; j < width; j++)
{
if (abandon->imageData[i*width + j] != 0)
{
buf_back->imageData[i*width + j] = abandon->imageData[i*width + j];
}
}
}
}
}
int main()
{
imag_ana_3channels();
system("pause");
}
void init_param_video1(region_info* pRegionInfo);
void init_param_video2(region_info* pRegionInfo);
void imag_ana_3channels()
{
int numROI = 2;
debug_time_t stime, etime;
region_info* pRegionInfo = new region_info[numROI];
init_param_video2(pRegionInfo);
void * test = nullptr;
//CvCapture* video1 = cvCaptureFromFile("convert.mp4");
//CvCapture* video1 = cvCaptureFromFile("test/20201211_152752.dav");
CvCapture* video1 = cvCaptureFromFile("convert.mp4");
IplImage * src = cvQueryFrame(video1);
IplImage * srcscale = cvCreateImage(cvSize(src->width, src->height), 8, 3); //用于缩放 当前先不缩放
IplImage * gray = cvCreateImage(cvSize(srcscale->width, srcscale->height), 8, 1);
cvResize(src, srcscale);
cvSetCaptureProperty(video1, CV_CAP_PROP_POS_FRAMES, 0);
CvVideoWriter *writer = cvCreateVideoWriter("result_20201211_152752.avi", CV_FOURCC('D', 'I', 'V', 'X'), 25, cvSize(srcscale->width, srcscale->height));
int frameCount = 0; // 处理的图像序号
//MS_ObjectInfo *ObjInfo = NULL; // 结果结构体
int ObjCount;
int error_flag;
long total_t = 0;
//初始化参数
rs_param param;
param.gpuid = 0; //指定显卡id
//其余算法参数 如长短边等
param.image.set_data(srcscale->width, srcscale->height, srcscale->nChannels, (unsigned char *)srcscale->imageData);
param.channel_deal = 3;
param.filt_flag = 0;
param.min_area = 200;
param.max_area = 1000000;
int ret = rs_init(&test, param);
if (!test)
{
printf(" initial failed");
exit(0);
}
//初始化有效区域
error_flag = rs_init_region(test, numROI, pRegionInfo, false);
//error_flag = test->RSRegion(numROI, pRegionInfo, false);
if (error_flag != 0)
{
cout << "区域设置有问题!!!" << endl;
return;
}
//初始化背景图片
int init_bk_framecount = 0;
while (src && init_bk_framecount < 1)
{
//src = cvQueryFrame(video1); //正常使用 可初始化诺干帧 直到取到没有人的干净的背景画面
cv::Mat back_image = cv::imread("base_rgb.jpg");
sy_img img;
img.set_data(back_image.cols, back_image.rows, back_image.channels(), (unsigned char *)back_image.data);
rs_init_background(test, img);
init_bk_framecount++;
}
printf("width = %d height = %d\n", srcscale->width, srcscale->height);
// 循环处理视频的每一帧
std::deque<std::string> dqe;
unsigned int frames = 0;
while (src)
{
src = cvQueryFrame(video1);
if (!src)
break;
cvResize(src, srcscale);
GetTime(&stime);
rs_result result;
sy_img img;
img.set_data(srcscale->width, srcscale->height, srcscale->nChannels, (unsigned char *)srcscale->imageData);
error_flag = rs_detect(test, img, numROI, pRegionInfo, &result);
GetTime(&etime);
total_t += CalcTimeDiff(&stime, &etime);
printf("count=%d detect time:%ld ms\n", result.obj_count, CalcTimeDiff(&stime, &etime) / 1000);
//DrawRegion((unsigned char*)(srcscale->imageData), pRegionInfo, numROI, srcscale->widthStep);
//Trajectory((unsigned char*)(srcscale->imageData), result.obj_infos, result.obj_count, srcscale->width, srcscale->height, srcscale->widthStep, numROI);
// 目标框描绘
ExternalRectangle((unsigned char*)(srcscale->imageData), srcscale->width, srcscale->height, result.obj_infos, result.obj_count, srcscale->widthStep, numROI);
std::string str;
for (int i = 0; i < result.obj_count; i++)
{
for (int j = 0; j < numROI; j++)
{
for (int k = 0; k < ALARMTYPENUM; ++k)
{
if (result.obj_infos[i].pb_alarm_type[j][k])
{
switch (result.obj_infos[i].pb_alarm_type[j][k])
{
case 1:
printf("obj %d: 进入禁区\n", result.obj_infos[i].unique_id);
str = " 有目标闯入禁区 ";
break;
case 2:
printf("obj %d: 离开禁区\n", result.obj_infos[i].unique_id);
str = " 有目标离开禁区 ";
break;
case 3:
printf("obj %d: 单向越界\n", result.obj_infos[i].unique_id);
str = " 有目标单向越界 ";
break;
case 4:
printf("obj %d: 双向越界\n", result.obj_infos[i].unique_id);
str = " 有目标越界 ";
break;
case 5:
printf("obj %d: 徘徊\n", result.obj_infos[i].unique_id);
str = " 有目标在禁区内徘徊 ";
break;
case 6:
printf("obj %d: 丢包\n", result.obj_infos[i].unique_id);
str = " 丢包 ";
break;
default:
break;
}
}
else
{
;
}
}
}
}
++frameCount;
cvWriteFrame(writer, srcscale);
// 图像显示
cvShowImage("1channels", srcscale);
//cvSaveImage("base_new.jpg", src); //保存图像
cvWaitKey(1);
++frames;
}
long aver_t = total_t / frameCount;
printf("aver time:%ld us", aver_t);
cvReleaseVideoWriter(&writer);
cvReleaseCapture(&video1);
cvReleaseImage(&srcscale);
system("pause");
}
void init_param_video2(region_info* pRegionInfo)
{
int index = 0;
pRegionInfo[index].frame_num = 0;
pRegionInfo[index].alarm_human = false; //行人
pRegionInfo[index].alarm_stay = true; //丢包
pRegionInfo[index].point_num = 5;
pRegionInfo[index].p_roi[0].x_ = 560;
pRegionInfo[index].p_roi[0].y_ = 0;
pRegionInfo[index].p_roi[1].x_ = 1425;
pRegionInfo[index].p_roi[1].y_ = 0;
pRegionInfo[index].p_roi[2].x_ = 1400;
pRegionInfo[index].p_roi[2].y_ = 260;
pRegionInfo[index].p_roi[3].x_ = 560;
pRegionInfo[index].p_roi[3].y_ = 290;
pRegionInfo[index].p_roi[4].x_ = 560;
pRegionInfo[index].p_roi[4].y_ = 0;
index = 1;
pRegionInfo[index].frame_num = 100;
pRegionInfo[index].alarm_human = false; //行人
pRegionInfo[index].alarm_stay = true; //丢包
pRegionInfo[index].point_num = 5;
pRegionInfo[index].p_roi[0].x_ = 550;
pRegionInfo[index].p_roi[0].y_ = 300;
pRegionInfo[index].p_roi[1].x_ = 1390;
pRegionInfo[index].p_roi[1].y_ = 260;
pRegionInfo[index].p_roi[2].x_ = 1390;
pRegionInfo[index].p_roi[2].y_ = 620;
pRegionInfo[index].p_roi[3].x_ = 580;
pRegionInfo[index].p_roi[3].y_ = 650;
pRegionInfo[index].p_roi[4].x_ = 550;
pRegionInfo[index].p_roi[4].y_ = 300;
}
void init_param_video1(region_info* pRegionInfo)
{
int index = 0;
pRegionInfo[index].frame_num = 0;
pRegionInfo[index].alarm_human = false; //行人
pRegionInfo[index].alarm_stay = true; //丢包
pRegionInfo[index].point_num = 5;
pRegionInfo[index].p_roi[0].x_ = 280;
pRegionInfo[index].p_roi[0].y_ = 0;
pRegionInfo[index].p_roi[1].x_ = 600;
pRegionInfo[index].p_roi[1].y_ = 0;
pRegionInfo[index].p_roi[2].x_ = 600;
pRegionInfo[index].p_roi[2].y_ = 150;
pRegionInfo[index].p_roi[3].x_ = 315;
pRegionInfo[index].p_roi[3].y_ = 100;
pRegionInfo[index].p_roi[4].x_ = 280;
pRegionInfo[index].p_roi[4].y_ = 0;
index = 1;
pRegionInfo[index].frame_num = 100;
pRegionInfo[index].alarm_human = false; //行人
pRegionInfo[index].alarm_stay = true; //丢包
pRegionInfo[index].point_num = 5;
pRegionInfo[index].p_roi[0].x_ = 335;
pRegionInfo[index].p_roi[0].y_ = 330;
pRegionInfo[index].p_roi[1].x_ = 425;
pRegionInfo[index].p_roi[1].y_ = 340;
pRegionInfo[index].p_roi[2].x_ = 415;
pRegionInfo[index].p_roi[2].y_ = 445;
pRegionInfo[index].p_roi[3].x_ = 335;
pRegionInfo[index].p_roi[3].y_ = 435;
pRegionInfo[index].p_roi[4].x_ = 335;
pRegionInfo[index].p_roi[4].y_ = 330;
index = 2;
pRegionInfo[index].frame_num = 100;
pRegionInfo[index].alarm_human = false; //行人
pRegionInfo[index].alarm_stay = true; //丢包
pRegionInfo[index].point_num = 5;
pRegionInfo[index].p_roi[0].x_ = 560;
pRegionInfo[index].p_roi[0].y_ = 355;
pRegionInfo[index].p_roi[1].x_ = 680;
pRegionInfo[index].p_roi[1].y_ = 365;
pRegionInfo[index].p_roi[2].x_ = 660;
pRegionInfo[index].p_roi[2].y_ = 470;
pRegionInfo[index].p_roi[3].x_ = 560;
pRegionInfo[index].p_roi[3].y_ = 470;
pRegionInfo[index].p_roi[4].x_ = 560;
pRegionInfo[index].p_roi[4].y_ = 355;
index = 3;
pRegionInfo[index].frame_num = 100;
pRegionInfo[index].alarm_human = false; //行人
pRegionInfo[index].alarm_stay = true; //丢包
pRegionInfo[index].point_num = 5;
pRegionInfo[index].p_roi[0].x_ = 320;
pRegionInfo[index].p_roi[0].y_ = 115;
pRegionInfo[index].p_roi[1].x_ = 650;
pRegionInfo[index].p_roi[1].y_ = 180;
pRegionInfo[index].p_roi[2].x_ = 640;
pRegionInfo[index].p_roi[2].y_ = 325;
pRegionInfo[index].p_roi[3].x_ = 310;
pRegionInfo[index].p_roi[3].y_ = 280;
pRegionInfo[index].p_roi[4].x_ = 320;
pRegionInfo[index].p_roi[4].y_ = 115;
}