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-9
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@@ -36,13 +36,4 @@ dependencies {
testImplementation 'junit:junit:4.13.2'
androidTestImplementation 'androidx.test.ext:junit:1.1.5'
androidTestImplementation 'androidx.test.espresso:espresso-core:3.5.1'
// Required for CameraX
def camerax_version = "1.2.2"
implementation "androidx.camera:camera-core:${camerax_version}"
implementation "androidx.camera:camera-camera2:${camerax_version}"
implementation "androidx.camera:camera-lifecycle:${camerax_version}"
implementation "androidx.camera:camera-video:${camerax_version}"
implementation "androidx.camera:camera-view:${camerax_version}"
implementation "androidx.camera:camera-extensions:${camerax_version}"
}
-6
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@@ -2,12 +2,6 @@
<manifest xmlns:android="http://schemas.android.com/apk/res/android"
xmlns:tools="http://schemas.android.com/tools">
<uses-feature android:name="android.hardware.camera"/>
<uses-permission android:name="android.permission.CAMERA" />
<uses-permission android:name="android.permission.RECORD_AUDIO" />
<uses-permission android:name="android.permission.WRITE_EXTERNAL_STORAGE" />
<uses-feature android:name="android.hardware.Camera"/>
<application
android:allowBackup="true"
android:dataExtractionRules="@xml/data_extraction_rules"
@@ -1,36 +0,0 @@
package com.example.ueberwachungssystem;
import android.util.Log;
import java.util.Calendar;
/** Detection Report Class */
public class DetectionReport {
public String timeStamp;
public String detectionType;
public float detectedValue;
public String detectorID;
public DetectionReport(String detectorID, String detectionType, float detectedAmplitude) {
this.timeStamp = String.valueOf(Calendar.getInstance().getTime());
this.detectionType = detectionType;
this.detectedValue = detectedAmplitude;
this.detectorID = detectorID;
}
/** Get Detection Report in String format */
public String toString() {
String time = "Time: " + "[" + this.timeStamp + "]";
String type = "Type: " + "[" + this.detectionType + "]";
String value = "Value: " + "[" + this.detectedValue + "]";
String id = "ID: " + "[" + this.detectorID + "]";
return String.join("\t", time, type, value, id);
}
/** Debug Report */
public void log(String tag) {
Log.d(tag, this.toString());
}
}
@@ -1,38 +0,0 @@
package com.example.ueberwachungssystem;
import androidx.annotation.NonNull;
abstract public class Detector {
private OnDetectionListener listener;
/** Constructor - takes context of current activity */
public Detector() {}
/** On Detection Listener - runs when violation is reported */
public interface OnDetectionListener {
void onDetection(@NonNull DetectionReport detectionReport);
}
public void setOnDetectionListener(@NonNull OnDetectionListener listener) {
this.listener = listener;
}
/** Triggers onDetectionListener - call this to trigger violation/alarm */
public void reportViolation(String detectorID, String detectionType, float amplitude) {
if (listener != null) {
DetectionReport detectionReport = new DetectionReport(detectorID, detectionType, amplitude);
listener.onDetection(detectionReport);
} else {
throw new IllegalStateException("No listener set for violation reporting");
}
}
/** Starts Detection (abstract method: needs to be overridden in child class) */
public abstract void startDetection();
/** Stops Detection (abstract method: needs to be overridden in child class) */
public abstract void stopDetection();
}
@@ -1,74 +1,15 @@
package com.example.ueberwachungssystem;
import androidx.annotation.NonNull;
import androidx.appcompat.app.AppCompatActivity;
import androidx.camera.view.PreviewView;
import androidx.core.app.ActivityCompat;
import androidx.core.content.ContextCompat;
import androidx.camera.core.ExperimentalGetImage;
import android.Manifest;
import android.content.pm.PackageManager;
import android.os.Bundle;
import android.util.Log;
import android.view.View;
import android.widget.TextView;
import android.widget.Toast;
import android.widget.ToggleButton;
import android.widget.VideoView;
import com.example.ueberwachungssystem.VideoDetection.VideoDetector;
@ExperimentalGetImage
public class MainActivity extends AppCompatActivity {
private static final int CAMERA_PERMISSION_REQUEST_CODE = 100;
private static final int RECORD_VIDEO_PERMISSION_REQUEST_CODE = 102;
@Override
protected void onCreate(Bundle savedInstanceState) {
super.onCreate(savedInstanceState);
setContentView(R.layout.activity_main);
TextView textView = findViewById(R.id.textView);
PreviewView previewView = findViewById(R.id.previewView);
getCameraAccess();
VideoDetector vd = new VideoDetector(this);
vd.setPreviewView(previewView);
vd.setOnDetectionListener(new VideoDetector.OnDetectionListener() {
@Override
public void onDetection(@NonNull DetectionReport detectionReport) {
detectionReport.log("OnDetection");
textView.setText("Alarm:\t[" + String.valueOf(detectionReport.detectedValue) + "]");
}
});
vd.startDetection();
}
private boolean isCameraAccessAllowed() {
return ContextCompat.checkSelfPermission(this, Manifest.permission.CAMERA) == PackageManager.PERMISSION_GRANTED;
}
private void getCameraAccess() {
if (!isCameraAccessAllowed())
ActivityCompat.requestPermissions(this, new String[]{android.Manifest.permission.CAMERA}, CAMERA_PERMISSION_REQUEST_CODE);
}
@Override
public void onRequestPermissionsResult(int requestCode, @NonNull String[] permissions, @NonNull int[] grantResults) {
super.onRequestPermissionsResult(requestCode, permissions, grantResults);
if (requestCode == CAMERA_PERMISSION_REQUEST_CODE && grantResults.length > 0) {
boolean cameraRights = grantResults[0] == PackageManager.PERMISSION_GRANTED;
if (cameraRights) {
Toast.makeText(this, "permission granted", Toast.LENGTH_LONG).show();
} else {
Toast.makeText(this, "permission denied", Toast.LENGTH_LONG).show();
}
}
//
}
}
@@ -1,166 +0,0 @@
package com.example.ueberwachungssystem.VideoDetection;
import android.content.Context;
import android.graphics.ImageFormat;
import android.media.Image;
import android.util.Size;
import androidx.annotation.NonNull;
import androidx.camera.core.CameraSelector;
import androidx.camera.core.ExperimentalGetImage;
import androidx.camera.core.ImageAnalysis;
import androidx.camera.core.Preview;
import androidx.camera.lifecycle.ProcessCameraProvider;
import androidx.camera.view.PreviewView;
import androidx.core.content.ContextCompat;
import androidx.lifecycle.LifecycleOwner;
import com.example.ueberwachungssystem.Detector;
import com.google.common.util.concurrent.ListenableFuture;
import java.nio.ByteBuffer;
import java.util.concurrent.ExecutionException;
@ExperimentalGetImage
public class VideoDetector extends Detector {
// Calling Activity
private final Context context;
// Camera Provider
private ProcessCameraProvider cameraProvider;
private Boolean isDetectionRunning = false;
// Preview Camera Image
private PreviewView previewView = null;
// Detect Violation
private static final float PIXEL_THRESHOLD = 30f; // Luminosity (brightness channel of YUV_420_888)
private static final float ALARM_THRESHOLD = 0.5f; // Percent of pixels changed
private ByteBuffer previousBuffer = null;
/** Constructor */
public VideoDetector(Context context) {
super();
this.context = context;
}
/** Starts Video Detection */
@Override
public void startDetection() {
if (isDetectionRunning)
return;
// Request Camera Provider
final ListenableFuture<ProcessCameraProvider> cameraProviderFuture = ProcessCameraProvider.getInstance(context);
//Check for Camera availability
cameraProviderFuture.addListener(() -> {
try {
cameraProvider = cameraProviderFuture.get();
bindLuminosityAnalysis(cameraProvider);
isDetectionRunning = true;
previousBuffer = null;
} catch (ExecutionException | InterruptedException e) {
// No errors need to be handled for this Future. This should never be reached.
}
},ContextCompat.getMainExecutor(context));
}
/** Stops Video Detection */
@Override
public void stopDetection() {
if (!isDetectionRunning)
return;
cameraProvider.unbindAll();
isDetectionRunning = false;
}
/** Set PreviewView to show Image */
public void setPreviewView(PreviewView previewView) {
this.previewView = previewView;
}
/** Binds the Luminosity Analyzer (configure and run Analysis) */
private void bindLuminosityAnalysis(@NonNull ProcessCameraProvider cameraProvider) {
// Configure and create Image Analysis
ImageAnalysis.Builder builder = new ImageAnalysis.Builder();
builder.setTargetResolution(new Size(640, 480));
builder.setBackpressureStrategy(ImageAnalysis.STRATEGY_KEEP_ONLY_LATEST);
builder.setOutputImageFormat(ImageAnalysis.OUTPUT_IMAGE_FORMAT_YUV_420_888);
ImageAnalysis imageAnalysis = builder.build();
// Set Analyzer
imageAnalysis.setAnalyzer(ContextCompat.getMainExecutor(context), imageProxy -> {
if (imageProxy.getFormat() == ImageFormat.YUV_420_888) {
Image image = imageProxy.getImage();
assert image != null;
// Changed Pixel Detection
int pixelChanged = getChangedPixelCount(image);
int width = image.getWidth();
int height = image.getHeight();
float percentPixelChanged = (float) 100f * pixelChanged / (width * height);
if (percentPixelChanged > ALARM_THRESHOLD)
reportViolation("0", "Video", percentPixelChanged);
}
imageProxy.close();
});
// Create Preview
Preview preview = new Preview.Builder().build();
// Specify which Camera to use
CameraSelector cameraSelector = new CameraSelector.Builder().requireLensFacing(CameraSelector.LENS_FACING_BACK).build();
// Update PreviewView if set
if (previewView != null)
preview.setSurfaceProvider(previewView.getSurfaceProvider());
cameraProvider.unbindAll();
cameraProvider.bindToLifecycle((LifecycleOwner) context, cameraSelector, imageAnalysis, preview);
}
/** Calculate Amount of Pixels changed */
private int getChangedPixelCount(Image image) {
Image.Plane[] planes = image.getPlanes();
ByteBuffer buffer = planes[0].getBuffer();
if (previousBuffer == null) {
previousBuffer = ByteBuffer.allocate(buffer.capacity());
buffer.rewind();
previousBuffer.put(buffer);
previousBuffer.rewind();
return 0;
}
int width = image.getWidth();
int height = image.getHeight();
int yRowStride = image.getPlanes()[0].getRowStride();
int yPixelStride = image.getPlanes()[0].getPixelStride();
int changedPixelCount = 0;
// Count changed pixels
for (int y = 0; y < height; ++y) {
for (int x = 0; x < width; x++) {
int index = (y * yRowStride) + (x * yPixelStride);
int luminosity = (buffer.get(index) & 0xff);
int previousLuminosity = (previousBuffer.get(index) & 0xff);
int diff = Math.abs(luminosity - previousLuminosity);
if (diff > PIXEL_THRESHOLD)
changedPixelCount++;
}
}
// Reset and copy Byte Buffer
buffer.rewind();
previousBuffer.rewind();
previousBuffer.put(buffer);
return changedPixelCount;
}
}
+3 -19
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@@ -1,34 +1,18 @@
<?xml version="1.0" encoding="utf-8"?>
<LinearLayout xmlns:android="http://schemas.android.com/apk/res/android"
<androidx.constraintlayout.widget.ConstraintLayout xmlns:android="http://schemas.android.com/apk/res/android"
xmlns:app="http://schemas.android.com/apk/res-auto"
xmlns:tools="http://schemas.android.com/tools"
android:layout_width="match_parent"
android:layout_height="match_parent"
android:layout_gravity="center"
android:gravity="center"
android:orientation="vertical"
tools:context=".MainActivity">
<TextView
android:id="@+id/textView"
android:layout_width="wrap_content"
android:layout_height="wrap_content"
android:text=""
android:textSize="30sp"
android:text="Hello World!"
app:layout_constraintBottom_toBottomOf="parent"
app:layout_constraintEnd_toEndOf="parent"
app:layout_constraintStart_toStartOf="parent"
app:layout_constraintTop_toTopOf="parent" />
<androidx.camera.view.PreviewView
android:id="@+id/previewView"
android:layout_width="match_parent"
android:layout_height="match_parent"
android:backgroundTint="@android:color/black">
</androidx.camera.view.PreviewView>
</LinearLayout>
</androidx.constraintlayout.widget.ConstraintLayout>