Issue
I am running the video camera using the OpenCV
function. I pass the Mat
object to the jni
function it works for awhile, them the error:
10-10 13:03:17.978: A/libc(28693): Fatal signal 11 (SIGSEGV), code 1, fault addr 0x9 in tid 28791 (Thread-5418)
Java code that runs the camera and calls the jni function:
package com.adhamenaya;
import java.util.ArrayList;
import org.opencv.android.BaseLoaderCallback;
import org.opencv.android.CameraBridgeViewBase;
import org.opencv.android.CameraBridgeViewBase.CvCameraViewFrame;
import org.opencv.android.CameraBridgeViewBase.CvCameraViewListener2;
import org.opencv.android.LoaderCallbackInterface;
import org.opencv.android.OpenCVLoader;
import org.opencv.core.Mat;
//import org.opencv.highgui.Highgui;
import org.opencv.imgproc.Imgproc;
import android.app.Activity;
import android.os.Bundle;
import android.os.Handler;
import android.util.Log;
import android.view.MotionEvent;
import android.view.SurfaceView;
import android.view.View;
import android.view.View.OnTouchListener;
import android.view.WindowManager;
public class MainActivity extends Activity implements CvCameraViewListener2,
OnTouchListener {
private static final String TAG = "OCVSample::Activity";
private Mat mRgba;
private Mat mGray;
private CameraBridgeViewBase mOpenCvCameraView;
private ArrayList<Mat> mats = new ArrayList<Mat>();
private BaseLoaderCallback mLoaderCallback = new BaseLoaderCallback(this) {
@Override
public void onManagerConnected(int status) {
switch (status) {
case LoaderCallbackInterface.SUCCESS: {
Log.i(TAG, "OpenCV loaded successfully");
mOpenCvCameraView.enableView();
mOpenCvCameraView.setOnTouchListener(MainActivity.this);
}
break;
default: {
super.onManagerConnected(status);
}
break;
}
}
};
public MainActivity() {
Log.i(TAG, "Instantiated new " + this.getClass());
}
@Override
protected void onCreate(Bundle savedInstanceState) {
Log.i(TAG, "called onCreate");
super.onCreate(savedInstanceState);
Native.loadlibs();
mOpenCvCameraView = (CameraBridgeViewBase) findViewById(R.id.cam_view);
mOpenCvCameraView.setVisibility(SurfaceView.VISIBLE);
mOpenCvCameraView.setCvCameraViewListener(this);
Native.setup(mFaceCascadeFile, mNoseCascadeFile, mLandmarks);
}
@Override
public void onPause() {
super.onPause();
if (mOpenCvCameraView != null)
mOpenCvCameraView.disableView();
}
@Override
public void onResume() {
super.onResume();
OpenCVLoader.initAsync(OpenCVLoader.OPENCV_VERSION_2_4_3, this,
mLoaderCallback);
}
public void onDestroy() {
super.onDestroy();
if (mOpenCvCameraView != null)
mOpenCvCameraView.disableView();
}
public void onCameraViewStarted(int width, int height) {
mGray = new Mat();
mRgba = new Mat();
}
public void onCameraViewStopped() {
}
public Mat onCameraFrame(CvCameraViewFrame inputFrame) {
mRgba = inputFrame.rgba();
Imgproc.cvtColor(mRgba, mGray, Imgproc.COLOR_BGRA2GRAY);
Native.runJni(mFaceCascadeFile, mNoseCascadeFile, mLandmarks,
mRgba.getNativeObjAddr());
return mRgba;
}
@Override
public boolean onTouch(View v, MotionEvent event) {
// TODO Auto-generated method stub
return false;
}
}
Jni function:
JNIEXPORT jbyteArray JNICALL Java_com_adhamenaya_Native_runJni(JNIEnv * env,
jobject obj, jstring faceCascadeFile, jstring noseCascadeFile,
jstring landmarks, jlong frame) {
cv::Mat& inFrame = *(cv::Mat*) frame;
if (!gsys.loadFaceCascade(faceCascadeFnameStr)) {
LOG("Could not load face cascade");
gsys.loadFaceCascade(faceCascadeFnameStr);
} else {
LOG("Face cascade: OK");
}
if (!gsys.loadNoseCascade(noseCascadeFnameStr)) {
LOG("Could not load nose cascade");
gsys.loadNoseCascade(noseCascadeFnameStr);
} else {
LOG("Nose cascade: OK");
}
gsys.setFrameRate(30);
gsys.setProgramState(DETECT);
clock_t tin, tout = 0;
cv::flip(inFrame, inFrame, 0);
cv::transpose(inFrame, inFrame);
dlib::shape_predictor pose_model;
dlib::deserialize(landmarksStr) >> pose_model;
gsys.setCurrentFrame(inFrame);
tin = clock();
trigger_hr(gsys, faces, pose_model);
// Process the frame
size_t spm;
float motionStrengthX, motionStrengthY;
float phiYaw = -0xFFFFFFFF, thetaPitch = -0xFFFFFFFF;
if (faces.size()) {
faces[0].getSpm(gsys, spm, motionStrengthX, motionStrengthY);
faces[0].getFacePose(phiYaw, thetaPitch);
}
tout = tout + clock() - tin;
if ((gsys.getFrameCount() % 30) == 29) {
double secs_between_frames = (double) (tout) / (CLOCKS_PER_SEC * 30.0f);
printf("FPS = %2.2f\n", 1.0f / secs_between_frames);
LOG("FPS = %2.2f ", 1.0f / secs_between_frames);
tout = 0;
}
char spmText[100];
//sprintf(spmText,
// "SPM = %zu, P = %2.2f, T = %2.2f, MS-X = %2.2f, MS-Y = %2.2f", spm,
// phiYaw, thetaPitch, motionStrengthX, motionStrengthY);
LOG("SPM = %zu, P = %2.2f, T = %2.2f, MS-X = %2.2f, MS-Y = %2.2f", spm,
phiYaw, thetaPitch, motionStrengthX, motionStrengthY);
std::string str;
str = "SPM=";
jbyteArray arr = env->NewByteArray(str.length());
env->SetByteArrayRegion(arr, 0, str.length(), (jbyte*) str.c_str());
return arr;
}
Kindly help me.
Solution
After two days of searching online, I could figure out that the problem is because of the 'Memory leak', and this happens when I am reading the frames from a video and send them the jni
function, without releasing frames after finishing working on them, so always I will have the frames in the memory.
What I did is to move the Mat object in the C++
code outside the scope of the function and make it a class scope object, so it will not create a new object each time the function is called.
Also, I called:
inFrame.release();
to free the memory after finishing working on it.
Answered By - Adham Enaya
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