Integration object detection using Latent SVM. Sample was added.

This commit is contained in:
Valentina Kustikova
2010-10-09 11:36:06 +00:00
parent a22f74c362
commit fbfccffbaa
24 changed files with 5986 additions and 1 deletions

BIN
samples/c/000028.jpg Normal file

Binary file not shown.

After

Width:  |  Height:  |  Size: 64 KiB

BIN
samples/c/cat.xml Normal file

Binary file not shown.

View File

@@ -0,0 +1,49 @@
#include "opencv2/objdetect/objdetect.hpp"
#include "opencv2/core/core_c.h"
#include "opencv2/highgui/highgui_c.h"
#include <stdio.h>
using namespace cv;
const char* model_filename = "cat.xml";
const char* image_filename = "000028.jpg";
void detect_and_draw_objects( IplImage* image, CvLatentSvmDetector* detector)
{
CvMemStorage* storage = cvCreateMemStorage(0);
CvSeq* detections = 0;
int i = 0;
int64 start = 0, finish = 0;
start = cvGetTickCount();
detections = cvLatentSvmDetectObjects(image, detector, storage);
finish = cvGetTickCount();
printf("detection time = %.3f\n", (float)(finish - start) / (float)(cvGetTickFrequency() * 1000000.0));
for( i = 0; i < detections->total; i++ )
{
CvObjectDetection detection = *(CvObjectDetection*)cvGetSeqElem( detections, i );
CvRect bounding_box = detection.rect;
cvRectangle( image, cvPoint(bounding_box.x, bounding_box.y),
cvPoint(bounding_box.x + bounding_box.width,
bounding_box.y + bounding_box.height),
CV_RGB(255,0,0), 3 );
}
cvReleaseMemStorage( &storage );
}
int main(int argc, char* argv[])
{
IplImage* image = cvLoadImage(image_filename);
CvLatentSvmDetector* detector = cvLoadLatentSvmDetector(model_filename);
detect_and_draw_objects( image, detector );
cvNamedWindow( "test", 0 );
cvShowImage( "test", image );
cvWaitKey(0);
cvReleaseLatentSvmDetector( &detector );
cvReleaseImage( &image );
cvDestroyAllWindows();
return 0;
}