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package com.example.greenwatch; |
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import android.graphics.ImageFormat; |
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import android.hardware.Sensor; |
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import android.hardware.SensorEvent; |
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import android.hardware.SensorEventListener; |
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import android.hardware.SensorManager; |
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import android.media.Image; |
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import android.os.Bundle; |
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import android.os.Handler; |
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import android.os.HandlerThread; |
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import android.os.Looper; |
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import android.util.Size; |
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import android.widget.TextView; |
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import androidx.appcompat.app.AppCompatActivity; |
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import androidx.camera.core.CameraSelector; |
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import androidx.camera.core.ImageAnalysis; |
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import androidx.camera.lifecycle.ProcessCameraProvider; |
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// PREVIEW |
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//import androidx.camera.view.PreviewView; |
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import androidx.core.content.ContextCompat; |
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import com.google.common.util.concurrent.ListenableFuture; |
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import java.nio.ByteBuffer; |
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import java.text.SimpleDateFormat; |
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import java.util.ArrayList; |
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import java.util.Date; |
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import java.util.concurrent.ExecutionException; |
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import java.util.concurrent.Executor; |
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public class Kamera_Beschleunigungssensor extends AppCompatActivity implements SensorEventListener { |
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private HandlerThread cameraThread; |
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private Handler cameraHandler; |
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// PREVIEW |
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// private PreviewView previewView; |
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private boolean isMotionDetected; |
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private boolean camera_alarm; |
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private TextView alarm; |
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private ByteBuffer previousBuffer; |
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private int previousWidth; |
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private int previousHeight; |
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///////////////////////////////////// |
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private SensorManager bsmanager; |
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private ArrayList<Float> Gesamt_be; |
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private int sensorType = Sensor.TYPE_GYROSCOPE, zaehler_runde =0, listen_groesse = 500, kalibrieren, Offset_shared = 0, shared_merk, mittelwertsumme_shared; |
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private Sensor sens, sensor_l; |
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private float x_value = 0, y_value, z_value, Vorbesetzung = 0, gesamt_runde =0; |
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private double Schwellwert = 0.15, mittelwertsumme = 0.0, Offset = 0.1; |
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String Daten, Warnung, Zeitstempel, Array_shared; |
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private final static String KEY_kalibirieren = "KEY_KALIBRIEREN_"+Beschleunigungssensor.class.getSimpleName(); |
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private final static String KEY_Gesamt_be = "KEY_GESAMT_BE_"+Beschleunigungssensor.class.getSimpleName(); |
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private final static String KEY_Offset = "KEY_OFFSET_"+Beschleunigungssensor.class.getSimpleName(); |
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private final static String KEY_Mittelwertsumme = "KEY_MITTELWERTSUMME_"+Beschleunigungssensor.class.getSimpleName(); |
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TextView Daten_Bsensor, Warnung_Bsensor, test; |
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private boolean toggle = true, ts_setzen = true, start_messen; |
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@Override |
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protected void onCreate(Bundle savedInstanceState) { |
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super.onCreate(savedInstanceState); |
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setContentView(R.layout.activity_beschleunigung_kamera); |
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//////// |
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Daten_Bsensor = (TextView) findViewById(R.id.DatenBsensor); |
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Warnung_Bsensor = (TextView) findViewById(R.id.WarnungBsensor); |
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test = (TextView) findViewById(R.id.test); |
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bsmanager = (SensorManager) getSystemService(SENSOR_SERVICE); |
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if (bsmanager.getSensorList(Sensor.TYPE_GYROSCOPE).size() == 0) { |
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sens = null; |
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Daten = "kein B Sensor voranden"; |
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} else { |
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sens = bsmanager.getSensorList(sensorType).get(0); |
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} |
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Gesamt_be = new ArrayList<Float>(); |
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for (int i = 0; i < listen_groesse ; i++){ |
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Gesamt_be.add(Vorbesetzung); |
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} |
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kalibrieren = 0; |
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start_messen = false; |
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/////// |
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// NUR FÜR TESTS |
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alarm = findViewById(R.id.Alarm_Kamera); |
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// PREVIEW // |
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// previewView = findViewById(R.id.previewView); |
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final ListenableFuture<ProcessCameraProvider> cameraProviderFuture = ProcessCameraProvider.getInstance(this); |
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cameraProviderFuture.addListener(() -> { |
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try { |
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bindImageAnalysis(cameraProviderFuture.get()); |
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} catch (ExecutionException | InterruptedException e) { |
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e.printStackTrace(); |
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} |
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}, ContextCompat.getMainExecutor(this)); |
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} |
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public static String getTimestamp(){ |
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Long tslong = System.currentTimeMillis(); |
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SimpleDateFormat sdf = new SimpleDateFormat("HH:mm:ss"); |
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Date date = new Date(tslong); |
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String result = sdf.format(date); |
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return result; |
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} |
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@Override |
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public void onSensorChanged(SensorEvent event) { |
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StringBuilder sb = new StringBuilder(); |
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sb.append("x=").append(event.values[0])//.append(event.timestamp) |
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.append("\ny=").append(event.values[1]) |
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.append("\nz=").append(event.values[2]); |
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Daten = sb.toString(); |
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Daten_Bsensor.setText(Daten); |
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gesamt_runde = event.values[0] + event.values[1] + event.values[2]; |
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Gesamt_be.remove(zaehler_runde); |
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Gesamt_be.add(zaehler_runde, gesamt_runde); |
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mittelwertsumme = 0.0; |
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//Mittelwert des Arrays berechnen |
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for (int i = 0; i < listen_groesse; i++){ |
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if (Gesamt_be.get(i) < 0){ |
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mittelwertsumme += (Gesamt_be.get(i) * (-1)); |
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}else { |
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mittelwertsumme += Gesamt_be.get(i); |
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} |
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} |
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mittelwertsumme = mittelwertsumme/listen_groesse; |
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if (kalibrieren < listen_groesse){ |
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Offset = mittelwertsumme; |
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kalibrieren++; |
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}else { |
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start_messen = true; |
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} |
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StringBuilder testsb = new StringBuilder(); |
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testsb.append(mittelwertsumme); |
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String tests = testsb.toString(); |
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test.setText(tests); |
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if((mittelwertsumme > (Schwellwert+Offset) ) & (ts_setzen == true) &(start_messen == true)){ |
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Zeitstempel = getTimestamp(); |
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StringBuilder ts = new StringBuilder(); |
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ts.append(Zeitstempel) |
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.append(", Gruppe3") |
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.append(", An") |
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.append(", Bewegung, ") |
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.append(mittelwertsumme); |
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Warnung = ts.toString(); |
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Warnung_Bsensor.setText(Warnung); |
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ts_setzen = false; |
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}else if((mittelwertsumme > (Schwellwert+Offset)) & (ts_setzen == false)){ |
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} else if ((mittelwertsumme < (Schwellwert+Offset)) & (ts_setzen == false)) { |
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Warnung_Bsensor.setText(""); |
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ts_setzen = true; |
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} |
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if (zaehler_runde < (listen_groesse -1)){ |
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zaehler_runde++; |
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}else { |
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zaehler_runde = 0; |
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} |
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} |
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//mittelwertsumme ist kein int in diesem programm |
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//shared prefenrences: bei Kippen speichern -> nochmal neu klalibrieren? -> eig ja, weil neuer Standort |
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//Vorbelegung nicht nochmal neu vornehmen -> aus onCreate Funktion raus -> hilfsvariablen auch in shared preferences speichern |
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@Override |
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public void onAccuracyChanged(Sensor sensor, int accuracy) {} |
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@Override |
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protected void onResume() { |
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super.onResume(); |
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if (sens != null) { |
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if (bsmanager.registerListener(this, sens, SensorManager.SENSOR_DELAY_GAME)) { |
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Daten = "Wir haben uns beim Sensor angemeldet"; |
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} else { |
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Daten = "Das anmelden hat nicht geklappt"; |
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} |
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} |
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//SharedPreferences p = getPreferences(Context.MODE_PRIVATE); |
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//mittelwertsumme_shared = p.getInt(KEY_Mittelwertsumme, 0); |
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//kalibrieren = p.getInt(KEY_kalibirieren, 0); |
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//Offset_shared = p.getInt(KEY_Offset, 0 ); |
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//Array_shared = p.getString(KEY_Gesamt_be, ""); |
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//mittelwertsumme = (double) mittelwertsumme_shared; |
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//mittelwertsumme /= 1000000.0; |
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//Offset = (double) Offset_shared; |
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//Offset /= 1000000.0; |
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//String zw[] = Array_shared.split(";", listen_groesse); |
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//if(shared_merk == 2){ |
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//for (int i=0; i<listen_groesse; i++){ |
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//float wert = Float.valueOf(zw[i]); |
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//Gesamt_be.add(i, wert); |
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//}} |
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} |
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@Override |
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protected void onPause () { |
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super.onPause(); |
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if (sens != null) { |
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bsmanager.unregisterListener(this, sens); |
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} |
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//shared_merk = 2; |
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// Offset_shared = (int) (Offset * 1000000.0); |
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//mittelwertsumme_shared = (int) (mittelwertsumme * 1000000.0); |
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//StringBuilder ar = new StringBuilder(); |
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//for (int z=0; z < listen_groesse; z++){ |
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//ar.append(Gesamt_be.get(z)).append(";"); |
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//} |
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//Array_shared = ar.toString(); |
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//SharedPreferences p = getPreferences(Context.MODE_PRIVATE); |
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//SharedPreferences.Editor editor = p.edit(); |
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//editor.putInt(KEY_Mittelwertsumme, mittelwertsumme_shared); |
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//editor.putInt(KEY_kalibirieren, kalibrieren); |
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//editor.putInt(KEY_Offset, Offset_shared); |
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//editor.putString(KEY_Gesamt_be, Array_shared); |
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//editor.commit(); |
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} |
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// KAMERA // |
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private void bindImageAnalysis(ProcessCameraProvider cameraProvider) { |
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ImageAnalysis.Builder builder = new ImageAnalysis.Builder(); |
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builder.setTargetResolution(new Size(640, 480)); |
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builder.setBackpressureStrategy(ImageAnalysis.STRATEGY_KEEP_ONLY_LATEST); |
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ImageAnalysis imageAnalysis = builder.build(); |
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imageAnalysis.setAnalyzer( |
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ContextCompat.getMainExecutor(this), |
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imageProxy -> { |
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int imageFormat = imageProxy.getFormat(); |
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if (imageFormat == ImageFormat.YUV_420_888) { |
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Image currentImage = imageProxy.getImage(); |
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if (previousHeight != 0) { |
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assert currentImage != null; |
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isMotionDetected = compareFrames(currentImage); |
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} |
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assert currentImage != null; |
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Image.Plane[] planes = currentImage.getPlanes(); |
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ByteBuffer buffer = planes[0].getBuffer().duplicate(); |
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previousBuffer = ByteBuffer.allocateDirect(buffer.remaining()); |
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previousBuffer.put(buffer); |
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previousWidth = currentImage.getWidth(); |
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previousHeight = currentImage.getHeight(); |
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currentImage.close(); |
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if (isMotionDetected) { |
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alarm.setText("ALARM"); |
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camera_alarm = true; |
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} else { |
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camera_alarm = false; |
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alarm.setText("OK"); |
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} |
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} |
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imageProxy.close(); |
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}); |
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// Preview preview = new Preview.Builder().build(); |
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CameraSelector cameraSelector = new CameraSelector.Builder().requireLensFacing(CameraSelector.LENS_FACING_BACK).build(); |
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// PREVIEW // |
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// preview.setSurfaceProvider(previewView.getSurfaceProvider()); |
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cameraProvider.bindToLifecycle(this, cameraSelector, imageAnalysis); |
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} |
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// Bildverarbeitung zur Bewegungserkennung |
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private boolean compareFrames(Image currentImage) { |
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ByteBuffer currentBuffer = currentImage.getPlanes()[0].getBuffer(); |
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int currentWidth = currentImage.getWidth(); |
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int currentHeight = currentImage.getHeight(); |
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if (previousWidth != currentWidth || previousHeight != currentHeight) { |
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return false; |
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} |
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for (int row = 0; row < previousHeight; row++) { |
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for (int col = 0; col < previousWidth; col++) { |
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int previousIndex = row * previousWidth + col; |
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int currentIndex = row * currentWidth + col; |
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int previousPixel = previousBuffer.get(previousIndex) & 0xFF; |
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int currentPixel = currentBuffer.get(currentIndex) & 0xFF; |
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int pixelDifference = Math.abs(previousPixel - currentPixel); |
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int threshold = 120; |
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if (pixelDifference > threshold) { |
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// Testzwecke |
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//String text = String.valueOf(pixelDifference); |
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return true; |
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} |
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} |
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} |
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return false; |
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} |
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} |