所以我想製作一個android應用程序,它會通過OpenCV通過JNI和NDK逐幀打開視頻文件,在每個幀中檢測臉部並顯示他們(最終目標是加入算法,以更好地適應糟糕的移動處理)。Android OpenCV VideoCapture ::檢索(&mat)會導致致命的信號11
我嘗試的第一種方法是MediaMetadataRetriever沒有結果,它只是返回null。
第二種方法是FFMpegMediaMetadataRetriever,它按預期工作,但速度非常慢(高達2fps;太慢),部分原因是您必須從FFMpegMMR的位圖轉換爲Mat,然後檢測並繪製,然後再轉換回位圖,這是我甚至嘗試的非常穴居人。
我目前正在使用的第三種方法是VideoCapture grab()和retrieve()。我爲本地代碼做了一個包裝,主要是通過複製OpenCV示例中的facestector。我也嘗試了read(),它可以將兩者結合起來,但是它也會導致致命的信號11(在OpenCV或Android平臺的某些被遺棄的級別上的分割錯誤)。
這裏的應用程序如何獲得文件的絕對路徑(注意,沒有爲FFMpegMMR工作):
//The file name, file path and filerawresource are used in getting the path of the video file on device's disk
String videoFileName="samplemp4";
String videoFileType=".mp4";
int videoFileRawResourceId=R.raw.samplemp4;
public String getVideoFilePath()
{
InputStream is = getResources().openRawResource(videoFileRawResourceId);
File sampleDir = getDir(videoFileName, Context.MODE_PRIVATE);
File sampleFile= new File(sampleDir, videoFileName+videoFileType);
try {
FileOutputStream os = new FileOutputStream(sampleFile);
byte[] buffer = new byte[4096];
int bytesRead;
while ((bytesRead = is.read(buffer)) != -1) {
os.write(buffer, 0, bytesRead);
}
is.close();
os.close();
} catch (IOException e) {
// TODO Auto-generated catch block
e.printStackTrace();
}
File videoDir = getDir(videoFileName, Context.MODE_PRIVATE);
File videoFile = new File(videoDir, videoFileName+videoFileType);
return videoFile.getAbsolutePath();
}
這是本地方法的Java包裝被稱爲和結果使用:
class AsyncPlay extends AsyncTask<String, Mat, Bitmap>
{
@Override
protected Bitmap doInBackground(String... params) {
//for(;play;)
{
if(play)
{
if(currentTime==0)
{
test=new Test();
test.startTime.setToNow();
test.type="Video";
frameGrabber.open(videoFilePath);
}
//publishProgress(retriever.getFrameAtTime(currentTime*1000+111,
// FFmpegMediaMetadataRetriever.OPTION_CLOSEST));
Mat tmp=new Mat();
//frameGrabber.read(tmp);
frameGrabber.grab();
frameGrabber.retrieve(tmp);
publishProgress(tmp);
currentTime+=111;
if(currentTime*1000>=duration*1000)
{
currentTime=0;
test.endTime.setToNow();
tester.publishResult(test);
frameGrabber.release();
}
}
try
{
Thread.sleep(111);
} catch (InterruptedException e)
{
// TODO Auto-generated catch block
e.printStackTrace();
}
}
return null;
}
@Override
protected void onProgressUpdate(Mat... values) {
//face detection logic goes here
//Bitmap bmp=values[0];
//Mat rgbMat = new Mat();
//Utils.bitmapToMat(bmp, rgbMat);
DetectionResult detectionResult = openCVFaceDetector.detectFromImage(values[0], Imgproc.COLOR_RGB2GRAY);//Detecting with a native detector from OpenCV
test.addDetection(detectionResult.detection);
imageViewOriginal.setImageBitmap(detectionResult.detectedImage);
super.onProgressUpdate(values);
}
};`
其中FrameGrabber frameGrabber是本機的java包裝器,並且在調用retrieve()或read()時發送信號,請注意構造函數open()和grab()都工作(或者至少不崩潰應用程序)。
這是包裝(我已經正確通過VideoCapture對象,這是我的教訓是致命的信號的原因之一):
import org.opencv.core.Mat;
public class FrameGrabber
{
private long mNativeObj = 0;
private static native long nativeCreateObject(String fileName);
private static native void nativeDestroyObject(long thiz);
private static native boolean nativeOpen(long thiz, String fileName);
private static native boolean nativeGrab(long thiz);
private static native boolean nativeRetrieve(long thiz, Mat imageMat);
private static native boolean nativeRead(long thiz, Mat imageMat);
private static native void nativeRelease(long thiz);
public FrameGrabber(String fileName) {
mNativeObj = nativeCreateObject(fileName);
}
public void destroy() {
nativeDestroyObject(mNativeObj);
mNativeObj = 0;
}
public boolean open(String fileName)
{
return nativeOpen(mNativeObj, fileName);
}
public boolean grab()
{
return nativeGrab(mNativeObj);
}
public boolean retrieve(Mat imageMat)
{
return nativeRetrieve(mNativeObj, imageMat);
}
public boolean read(Mat imageMat)
{
return nativeRead(mNativeObj, imageMat);
}
public void release()
{
nativeRelease(mNativeObj);
}
}
,這是它的本地部分(確切的路線造成的誤差是result = ((VideoCapture*)thiz)->retrieve((*((Mat*)imageMat)));
,其是在該方法中nativeRetrieve()
#include <string>
#include <vector>
#include <opencv2/core/core.hpp>
#include <opencv2/highgui/highgui.hpp>
#include <FrameGrabber_jni.h>
#include <android/log.h>
#define LOG_TAG "FrameGrabber"
#define LOGD(...) ((void)__android_log_print(ANDROID_LOG_DEBUG, LOG_TAG, __VA_ARGS__))
using namespace std;
using namespace cv;
inline void jStringToString(JNIEnv * jenv, jstring jString, string stdName)
{
LOGD("Java_boris_springar_diplomska_FrameGrabber_jStringToString enter");
LOGD("grabber is Making jnamestr");//this is buggy as hell, the line serves as a debug tool
const char* jnamestr = jenv->GetStringUTFChars(jString, NULL);
string stdNameTmp(jnamestr);
stdName=stdNameTmp;
LOGD("grabber is releasing jnamestr");
jenv->ReleaseStringUTFChars(jString, jnamestr);
}
/*
* CONSTRUCTOR AND DESTRUCTOR
*/
JNIEXPORT jlong JNICALL Java_boris_springar_diplomska_FrameGrabber_nativeCreateObject
(JNIEnv * jenv, jclass, jstring jFileName)
{
LOGD("Java_boris_springar_diplomska_FrameGrabber_nativeCreateObject enter");
string stdFileName;
jStringToString(jenv, jFileName,stdFileName);
jlong result = 0;
try
{
result = (jlong)new VideoCapture(stdFileName);
}
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 of FrameGrabber.nativeCreateObject()");
return 0;
}
LOGD("Java_boris_springar_diplomska_FrameGrabber_nativeCreateObject exit");
return result;
}
//should work
JNIEXPORT void JNICALL Java_boris_springar_diplomska_FrameGrabber_nativeDestroyObject
(JNIEnv * jenv, jclass, jlong thiz)
{
LOGD("Java_boris_springar_diplomska_FrameGrabber_nativeDestroyObject enter");
try
{
if(thiz != 0)
{
delete (VideoCapture*)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 of FrameGrabber.nativeDestroyObject()");
}
LOGD("Java_boris_springar_diplomska_FrameGrabber_nativeDestroyObject exit");
}
/*
* CORE METHODS
*/
//Open function opens the filename for playing
JNIEXPORT jboolean JNICALL Java_boris_springar_diplomska_FrameGrabber_nativeOpen
(JNIEnv * jenv, jclass,jlong thiz,jstring jFileName)
{
LOGD("Java_boris_springar_diplomska_FrameGrabber_open enter");
string stdFileName;
jStringToString(jenv, jFileName,stdFileName);
jboolean result = false;
try
{
result = ((VideoCapture*)thiz)->open(stdFileName);
}
catch(cv::Exception& e)
{
LOGD("frame grabber open exception 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("frame grabber open caught unknown exception");
jclass je = jenv->FindClass("java/lang/Exception");
jenv->ThrowNew(je, "Unknown exception in JNI code of FrameGrabber.open()");
return 0;
}
LOGD("Java_boris_springar_diplomska_FrameGrabber_open exit");
return result;
}
//grab grabs the next frame from file or camera
JNIEXPORT jboolean JNICALL Java_boris_springar_diplomska_FrameGrabber_nativeGrab
(JNIEnv * jenv, jclass,jlong thiz)
{
LOGD("Java_boris_springar_diplomska_FrameGrabber_grab enter");
jboolean result = false;
try
{
result = ((VideoCapture*)thiz)->grab();
}
catch(cv::Exception& e)
{
LOGD("frame grabber grab exception 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("frame grabber grab caught unknown exception");
jclass je = jenv->FindClass("java/lang/Exception");
jenv->ThrowNew(je, "Unknown exception in JNI code of FrameGrabber.grab()");
return 0;
}
LOGD("Java_boris_springar_diplomska_FrameGrabber_grab exit");
return result;
}
//retrieve retrieves the next frame and writes it to the image matrix
JNIEXPORT jboolean JNICALL Java_boris_springar_diplomska_FrameGrabber_nativeRetrieve
(JNIEnv * jenv, jclass,jlong thiz, jlong imageMat)
{
LOGD("Java_boris_springar_diplomska_FrameGrabber_retrieve enter");
jboolean result = false;
try
{
LOGD("grabber trying to retrieve");
result = ((VideoCapture*)thiz)->retrieve((*((Mat*)imageMat)));//should write the current frame to the image matrix
}
catch(cv::Exception& e)
{
LOGD("frame grabber retrieve exception 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("frame grabber retrieve caught unknown exception");
jclass je = jenv->FindClass("java/lang/Exception");
jenv->ThrowNew(je, "Unknown exception in JNI code of FrameGrabber.retrieve(fileName)");
return 0;
}
LOGD("Java_boris_springar_diplomska_FrameGrabber_retrieve exit");
return result;
}
//read combines grab and retrieve and writes the stuff to the image matrix
JNIEXPORT jboolean JNICALL Java_boris_springar_diplomska_FrameGrabber_nativeRead
(JNIEnv * jenv, jclass,jlong thiz, jlong imageMat)
{
LOGD("Java_boris_springar_diplomska_FrameGrabber_read enter");
LOGD("grabber setting result to false");
jboolean result = false;
try
{
LOGD("grabber trying to read capture");
result = ((VideoCapture*)thiz)->read((*((Mat*)imageMat)));//should write the current frame to the image matrix
}
catch(cv::Exception& e)
{
LOGD("frame grabber read exception 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("frame grabber read caught unknown exception");
jclass je = jenv->FindClass("java/lang/Exception");
jenv->ThrowNew(je, "Unknown exception in JNI code of FrameGrabber.open(fileName)");
return 0;
}
LOGD("Java_boris_springar_diplomska_FrameGrabber_read exit");
return result;
}
//Release releases the resource it's using, I hope
JNIEXPORT void JNICALL Java_boris_springar_diplomska_FrameGrabber_nativeRelease
(JNIEnv * jenv, jclass,jlong thiz)
{
LOGD("Java_boris_springar_diplomska_FrameGrabber_release enter");
jboolean result = false;
try
{
((VideoCapture*)thiz)->release();//should release
}
catch(cv::Exception& e)
{
LOGD("frame grabber read exception 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("frame grabber release caught unknown exception");
jclass je = jenv->FindClass("java/lang/Exception");
jenv->ThrowNew(je, "Unknown exception in JNI code of FrameGrabber.open(fileName)");
}
LOGD("Java_boris_springar_diplomska_FrameGrabber_release exit");
}
同時,也是logcat的輸出:
07-22 17:36:24.886: D/FrameGrabber(15359): Java_boris_springar_diplomska_FrameGrabber_nativeCreateObject enter
07-22 17:36:24.886: D/FrameGrabber(15359): Java_boris_springar_diplomska_FrameGrabber_jStringToString enter
07-22 17:36:24.886: D/FrameGrabber(15359): grabber is Making jnamestr
07-22 17:36:24.886: D/FrameGrabber(15359): grabber is releasing jnamestr
07-22 17:36:24.886: D/FrameGrabber(15359): Java_boris_springar_diplomska_FrameGrabber_nativeCreateObject exit
07-22 17:36:24.936: I/dalvikvm(15359): threadid=3: reacting to signal 3
07-22 17:36:24.936: I/dalvikvm(15359): Wrote stack traces to '/data/anr/traces.txt'
07-22 17:36:24.946: D/libEGL(15359): loaded /system/lib/egl/libEGL_mali.so
07-22 17:36:24.956: D/libEGL(15359): loaded /system/lib/egl/libGLESv1_CM_mali.so
07-22 17:36:24.976: D/libEGL(15359): loaded /system/lib/egl/libGLESv2_mali.so
07-22 17:36:25.006: D/OpenGLRenderer(15359): Enabling debug mode 0
07-22 17:36:27.336: D/FrameGrabber(15359): Java_boris_springar_diplomska_FrameGrabber_open enter
07-22 17:36:27.336: D/FrameGrabber(15359): Java_boris_springar_diplomska_FrameGrabber_jStringToString enter
07-22 17:36:27.336: D/FrameGrabber(15359): grabber is Making jnamestr
07-22 17:36:27.336: D/FrameGrabber(15359): grabber is releasing jnamestr
07-22 17:36:27.336: D/FrameGrabber(15359): Java_boris_springar_diplomska_FrameGrabber_open exit
07-22 17:36:27.336: D/FrameGrabber(15359): Java_boris_springar_diplomska_FrameGrabber_grab enter
07-22 17:36:27.336: D/FrameGrabber(15359): Java_boris_springar_diplomska_FrameGrabber_grab exit
07-22 17:36:27.336: D/FrameGrabber(15359): Java_boris_springar_diplomska_FrameGrabber_retrieve enter
07-22 17:36:27.336: D/FrameGrabber(15359): grabber trying to retrieve
07-22 17:36:27.336: A/libc(15359): Fatal signal 11 (SIGSEGV) at 0x1d400019 (code=1)
調試此代碼的問題在於它是Eclipse中的JNI,我不知道如何在Eclipse中甚至進行調試C++工作,這就是爲什麼我使用日誌消息來查找代碼中的錯誤。那些幫助非常大,因爲open()和grab()不起作用,我發現並壓扁了一個bug,在那裏我忘記了將thiz傳遞給方法。 retrieve()的問題在於我不能在我的生活中找到它的來源。在highgui.hpp中有部分定義,但沒有實現,我可以在這裏放置日誌消息來幫助我調試。
可能的解決方案是:這是由檢索()的支持,但我不知道哪些文件格式,可能是
- 不同的文件格式?儘管兩人的open()和抓鬥()並沒有造成致命的信號
- 報廢整個事情並使用PNG(我真的想雖然這出)
所以,如果有人能告訴我在哪兒可以找到retrieve()和read()的實現,我非常感謝。或者,如果這是我錯過的明顯和愚蠢的東西(我希望)。
同時,我會嘗試找到一種在Eclipse中調試C++的方法,也許嘗試另一種格式?
好的,我之前使用過Python包裝並面臨同樣的問題。基本上你需要看看C++文檔,並試圖理解C++方面的問題。你能把代碼縮短到與錯誤有關的東西,即引發它的方法,它的設置和失敗方法調用的方法嗎? –
在C++方面,我把它縮小到'result =((VideoCapture *)thiz) - > retrieve((*((Mat *)imageMat)));'這就是我所能得到的,因爲我沒有'找到highgui的來源。 –
對不起,但我對JNI不太好,所以這可能是一個愚蠢的問題,但是爲什麼當你調用' - > retrieve()'時,你會像這樣投射'thiz':'(VideoCapture *)thiz'?另外,你是否100%肯定這一點:'(*((Mat *)imageMat))'必須具有它的類型,即根據C++文檔'Mat&image,int channel = 0'? http://docs.opencv.org/modules/highgui/doc/reading_and_writing_images_and_video.html我用Python綁定解決的一個問題是,有時候你會在Python(Java)方面引用一些C++對象,它沒有得到了C++類型的期望,並引發錯誤。 –