|
|
|
#include <DetectionBasedTracker_jni.h>
|
|
|
|
#include <opencv2/core/core.hpp>
|
|
|
|
#include <opencv2/contrib/detection_based_tracker.hpp>
|
|
|
|
|
|
|
|
#include <string>
|
|
|
|
#include <vector>
|
|
|
|
|
|
|
|
#include <android/log.h>
|
|
|
|
|
|
|
|
#define LOG_TAG "FaceDetection/DetectionBasedTracker"
|
|
|
|
#define LOGD(...) ((void)__android_log_print(ANDROID_LOG_DEBUG, LOG_TAG, __VA_ARGS__))
|
|
|
|
|
|
|
|
using namespace std;
|
|
|
|
using namespace cv;
|
|
|
|
|
|
|
|
inline void vector_Rect_to_Mat(vector<Rect>& v_rect, Mat& mat)
|
|
|
|
{
|
|
|
|
mat = Mat(v_rect, true);
|
|
|
|
}
|
|
|
|
|
|
|
|
class CascadeDetectorAdapter: public DetectionBasedTracker::IDetector
|
|
|
|
{
|
|
|
|
public:
|
|
|
|
CascadeDetectorAdapter(cv::Ptr<cv::CascadeClassifier> detector):
|
|
|
|
IDetector(),
|
|
|
|
Detector(detector)
|
|
|
|
{
|
|
|
|
LOGD("CascadeDetectorAdapter::Detect::Detect");
|
|
|
|
CV_Assert(!detector.empty());
|
|
|
|
}
|
|
|
|
|
|
|
|
void detect(const cv::Mat &Image, std::vector<cv::Rect> &objects)
|
|
|
|
{
|
|
|
|
LOGD("CascadeDetectorAdapter::Detect: begin");
|
|
|
|
LOGD("CascadeDetectorAdapter::Detect: scaleFactor=%.2f, minNeighbours=%d, minObjSize=(%dx%d), maxObjSize=(%dx%d)", scaleFactor, minNeighbours, minObjSize.width, minObjSize.height, maxObjSize.width, maxObjSize.height);
|
|
|
|
Detector->detectMultiScale(Image, objects, scaleFactor, minNeighbours, 0, minObjSize, maxObjSize);
|
|
|
|
LOGD("CascadeDetectorAdapter::Detect: end");
|
|
|
|
}
|
|
|
|
|
|
|
|
virtual ~CascadeDetectorAdapter()
|
|
|
|
{
|
|
|
|
LOGD("CascadeDetectorAdapter::Detect::~Detect");
|
|
|
|
}
|
|
|
|
|
|
|
|
private:
|
|
|
|
CascadeDetectorAdapter();
|
|
|
|
cv::Ptr<cv::CascadeClassifier> Detector;
|
|
|
|
};
|
|
|
|
|
|
|
|
struct DetectorAgregator
|
|
|
|
{
|
|
|
|
cv::Ptr<CascadeDetectorAdapter> mainDetector;
|
|
|
|
cv::Ptr<CascadeDetectorAdapter> trackingDetector;
|
|
|
|
|
|
|
|
cv::Ptr<DetectionBasedTracker> tracker;
|
|
|
|
DetectorAgregator(cv::Ptr<CascadeDetectorAdapter>& _mainDetector, cv::Ptr<CascadeDetectorAdapter>& _trackingDetector):
|
|
|
|
mainDetector(_mainDetector),
|
|
|
|
trackingDetector(_trackingDetector)
|
|
|
|
{
|
|
|
|
CV_Assert(!_mainDetector.empty());
|
|
|
|
CV_Assert(!_trackingDetector.empty());
|
|
|
|
|
|
|
|
DetectionBasedTracker::Parameters DetectorParams;
|
|
|
|
tracker = new DetectionBasedTracker(mainDetector.ptr<DetectionBasedTracker::IDetector>(), trackingDetector.ptr<DetectionBasedTracker::IDetector>(), DetectorParams);
|
|
|
|
}
|
|
|
|
};
|
|
|
|
|
|
|
|
JNIEXPORT jlong JNICALL Java_org_opencv_samples_facedetect_DetectionBasedTracker_nativeCreateObject
|
|
|
|
(JNIEnv * jenv, jclass, jstring jFileName, jint faceSize)
|
|
|
|
{
|
|
|
|
LOGD("Java_org_opencv_samples_facedetect_DetectionBasedTracker_nativeCreateObject enter");
|
|
|
|
const char* jnamestr = jenv->GetStringUTFChars(jFileName, NULL);
|
|
|
|
string stdFileName(jnamestr);
|
|
|
|
jlong result = 0;
|
|
|
|
|
|
|
|
LOGD("Java_org_opencv_samples_facedetect_DetectionBasedTracker_nativeCreateObject");
|
|
|
|
|
|
|
|
try
|
|
|
|
{
|
|
|
|
cv::Ptr<CascadeDetectorAdapter> mainDetector = new CascadeDetectorAdapter(new CascadeClassifier(stdFileName));
|
|
|
|
cv::Ptr<CascadeDetectorAdapter> trackingDetector = new CascadeDetectorAdapter(new CascadeClassifier(stdFileName));
|
|
|
|
result = (jlong)new DetectorAgregator(mainDetector, trackingDetector);
|
|
|
|
if (faceSize > 0)
|
|
|
|
{
|
|
|
|
mainDetector->setMinObjectSize(Size(faceSize, faceSize));
|
|
|
|
//trackingDetector->setMinObjectSize(Size(faceSize, faceSize));
|
|
|
|
}
|
|
|
|
}
|
|
|
|
catch(cv::Exception& e)
|
|
|
|
{
|
|
|
|
LOGD("nativeCreateObject caught cv::Exception: %s", e.what());
|
|
|
|
jclass je = jenv->FindClass("org/opencv/core/CvException");
|
|
|
|
if(!je)
|
|
|
|
je = jenv->FindClass("java/lang/Exception");
|
|
|
|
jenv->ThrowNew(je, e.what());
|
|
|
|
}
|
|
|
|
catch (...)
|
|
|
|
{
|
|
|
|
LOGD("nativeCreateObject caught unknown exception");
|
|
|
|
jclass je = jenv->FindClass("java/lang/Exception");
|
|
|
|
jenv->ThrowNew(je, "Unknown exception in JNI code {Java_org_opencv_samples_facedetect_DetectionBasedTracker_nativeCreateObject(...)}");
|
|
|
|
return 0;
|
|
|
|
}
|
|
|
|
|
|
|
|
LOGD("Java_org_opencv_samples_facedetect_DetectionBasedTracker_nativeCreateObject exit");
|
|
|
|
return result;
|
|
|
|
}
|
|
|
|
|
|
|
|
JNIEXPORT void JNICALL Java_org_opencv_samples_facedetect_DetectionBasedTracker_nativeDestroyObject
|
|
|
|
(JNIEnv * jenv, jclass, jlong thiz)
|
|
|
|
{
|
|
|
|
LOGD("Java_org_opencv_samples_facedetect_DetectionBasedTracker_nativeDestroyObject");
|
|
|
|
|
|
|
|
try
|
|
|
|
{
|
|
|
|
if(thiz != 0)
|
|
|
|
{
|
|
|
|
((DetectorAgregator*)thiz)->tracker->stop();
|
|
|
|
delete (DetectorAgregator*)thiz;
|
|
|
|
}
|
|
|
|
}
|
|
|
|
catch(cv::Exception& e)
|
|
|
|
{
|
|
|
|
LOGD("nativeestroyObject caught cv::Exception: %s", e.what());
|
|
|
|
jclass je = jenv->FindClass("org/opencv/core/CvException");
|
|
|
|
if(!je)
|
|
|
|
je = jenv->FindClass("java/lang/Exception");
|
|
|
|
jenv->ThrowNew(je, e.what());
|
|
|
|
}
|
|
|
|
catch (...)
|
|
|
|
{
|
|
|
|
LOGD("nativeDestroyObject caught unknown exception");
|
|
|
|
jclass je = jenv->FindClass("java/lang/Exception");
|
|
|
|
jenv->ThrowNew(je, "Unknown exception in JNI code {Java_org_opencv_samples_facedetect_DetectionBasedTracker_nativeDestroyObject(...)}");
|
|
|
|
}
|
|
|
|
LOGD("Java_org_opencv_samples_facedetect_DetectionBasedTracker_nativeDestroyObject exit");
|
|
|
|
}
|
|
|
|
|
|
|
|
JNIEXPORT void JNICALL Java_org_opencv_samples_facedetect_DetectionBasedTracker_nativeStart
|
|
|
|
(JNIEnv * jenv, jclass, jlong thiz)
|
|
|
|
{
|
|
|
|
LOGD("Java_org_opencv_samples_facedetect_DetectionBasedTracker_nativeStart");
|
|
|
|
|
|
|
|
try
|
|
|
|
{
|
|
|
|
((DetectorAgregator*)thiz)->tracker->run();
|
|
|
|
}
|
|
|
|
catch(cv::Exception& e)
|
|
|
|
{
|
|
|
|
LOGD("nativeStart caught cv::Exception: %s", e.what());
|
|
|
|
jclass je = jenv->FindClass("org/opencv/core/CvException");
|
|
|
|
if(!je)
|
|
|
|
je = jenv->FindClass("java/lang/Exception");
|
|
|
|
jenv->ThrowNew(je, e.what());
|
|
|
|
}
|
|
|
|
catch (...)
|
|
|
|
{
|
|
|
|
LOGD("nativeStart caught unknown exception");
|
|
|
|
jclass je = jenv->FindClass("java/lang/Exception");
|
|
|
|
jenv->ThrowNew(je, "Unknown exception in JNI code {Java_org_opencv_samples_facedetect_DetectionBasedTracker_nativeStart(...)}");
|
|
|
|
}
|
|
|
|
LOGD("Java_org_opencv_samples_facedetect_DetectionBasedTracker_nativeStart exit");
|
|
|
|
}
|
|
|
|
|
|
|
|
JNIEXPORT void JNICALL Java_org_opencv_samples_facedetect_DetectionBasedTracker_nativeStop
|
|
|
|
(JNIEnv * jenv, jclass, jlong thiz)
|
|
|
|
{
|
|
|
|
LOGD("Java_org_opencv_samples_facedetect_DetectionBasedTracker_nativeStop");
|
|
|
|
|
|
|
|
try
|
|
|
|
{
|
|
|
|
((DetectorAgregator*)thiz)->tracker->stop();
|
|
|
|
}
|
|
|
|
catch(cv::Exception& e)
|
|
|
|
{
|
|
|
|
LOGD("nativeStop caught cv::Exception: %s", e.what());
|
|
|
|
jclass je = jenv->FindClass("org/opencv/core/CvException");
|
|
|
|
if(!je)
|
|
|
|
je = jenv->FindClass("java/lang/Exception");
|
|
|
|
jenv->ThrowNew(je, e.what());
|
|
|
|
}
|
|
|
|
catch (...)
|
|
|
|
{
|
|
|
|
LOGD("nativeStop caught unknown exception");
|
|
|
|
jclass je = jenv->FindClass("java/lang/Exception");
|
|
|
|
jenv->ThrowNew(je, "Unknown exception in JNI code {Java_org_opencv_samples_facedetect_DetectionBasedTracker_nativeStop(...)}");
|
|
|
|
}
|
|
|
|
LOGD("Java_org_opencv_samples_facedetect_DetectionBasedTracker_nativeStop exit");
|
|
|
|
}
|
|
|
|
|
|
|
|
JNIEXPORT void JNICALL Java_org_opencv_samples_facedetect_DetectionBasedTracker_nativeSetFaceSize
|
|
|
|
(JNIEnv * jenv, jclass, jlong thiz, jint faceSize)
|
|
|
|
{
|
|
|
|
LOGD("Java_org_opencv_samples_facedetect_DetectionBasedTracker_nativeSetFaceSize -- BEGIN");
|
|
|
|
|
|
|
|
try
|
|
|
|
{
|
|
|
|
if (faceSize > 0)
|
|
|
|
{
|
|
|
|
((DetectorAgregator*)thiz)->mainDetector->setMinObjectSize(Size(faceSize, faceSize));
|
|
|
|
//((DetectorAgregator*)thiz)->trackingDetector->setMinObjectSize(Size(faceSize, faceSize));
|
|
|
|
}
|
|
|
|
}
|
|
|
|
catch(cv::Exception& e)
|
|
|
|
{
|
|
|
|
LOGD("nativeStop caught cv::Exception: %s", e.what());
|
|
|
|
jclass je = jenv->FindClass("org/opencv/core/CvException");
|
|
|
|
if(!je)
|
|
|
|
je = jenv->FindClass("java/lang/Exception");
|
|
|
|
jenv->ThrowNew(je, e.what());
|
|
|
|
}
|
|
|
|
catch (...)
|
|
|
|
{
|
|
|
|
LOGD("nativeSetFaceSize caught unknown exception");
|
|
|
|
jclass je = jenv->FindClass("java/lang/Exception");
|
|
|
|
jenv->ThrowNew(je, "Unknown exception in JNI code {Java_org_opencv_samples_facedetect_DetectionBasedTracker_nativeSetFaceSize(...)}");
|
|
|
|
}
|
|
|
|
LOGD("Java_org_opencv_samples_facedetect_DetectionBasedTracker_nativeSetFaceSize -- END");
|
|
|
|
}
|
|
|
|
|
|
|
|
|
|
|
|
JNIEXPORT void JNICALL Java_org_opencv_samples_facedetect_DetectionBasedTracker_nativeDetect
|
|
|
|
(JNIEnv * jenv, jclass, jlong thiz, jlong imageGray, jlong faces)
|
|
|
|
{
|
|
|
|
LOGD("Java_org_opencv_samples_facedetect_DetectionBasedTracker_nativeDetect");
|
|
|
|
|
|
|
|
try
|
|
|
|
{
|
|
|
|
vector<Rect> RectFaces;
|
|
|
|
((DetectorAgregator*)thiz)->tracker->process(*((Mat*)imageGray));
|
|
|
|
((DetectorAgregator*)thiz)->tracker->getObjects(RectFaces);
|
|
|
|
*((Mat*)faces) = Mat(RectFaces, true);
|
|
|
|
}
|
|
|
|
catch(cv::Exception& e)
|
|
|
|
{
|
|
|
|
LOGD("nativeCreateObject caught cv::Exception: %s", e.what());
|
|
|
|
jclass je = jenv->FindClass("org/opencv/core/CvException");
|
|
|
|
if(!je)
|
|
|
|
je = jenv->FindClass("java/lang/Exception");
|
|
|
|
jenv->ThrowNew(je, e.what());
|
|
|
|
}
|
|
|
|
catch (...)
|
|
|
|
{
|
|
|
|
LOGD("nativeDetect caught unknown exception");
|
|
|
|
jclass je = jenv->FindClass("java/lang/Exception");
|
|
|
|
jenv->ThrowNew(je, "Unknown exception in JNI code {Java_org_opencv_samples_facedetect_DetectionBasedTracker_nativeDetect(...)}");
|
|
|
|
}
|
|
|
|
LOGD("Java_org_opencv_samples_facedetect_DetectionBasedTracker_nativeDetect END");
|
|
|
|
}
|