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