Refactor
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e9da712882
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19d1bfe1e3
@ -55,6 +55,7 @@ public class MainActivity extends AppCompatActivity {
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}
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}
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else {
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else {
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vd.stopDetection();
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vd.stopDetection();
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textView.setText("");
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}
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}
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}
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}
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});
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});
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@ -32,15 +32,14 @@ public class VideoDetector extends Detector {
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// Preview Camera Image
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// Preview Camera Image
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private PreviewView previewView = null;
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private PreviewView previewView = null;
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// Detect Violation
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// Detect Violation
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private static final int PIXEL_THRESHOLD = 60; // Luminosity (brightness channel of YUV_420_888)
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private static final float PIXEL_THRESHOLD = 30f; // Luminosity (brightness channel of YUV_420_888)
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private static final float ALARM_THRESHOLD = 0.5f; // Percent of pixels changed
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private static final float ALARM_THRESHOLD = 1f; // Percent of pixels changed
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private ByteBuffer previousBuffer = null;
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private ByteBuffer previousBuffer = null;
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/** Constructor */
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/** Constructor */
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public VideoDetector(Context context) {
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public VideoDetector(Context context) {
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super();
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super();
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this.context = context;
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this.context = context;
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}
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}
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@ -59,6 +58,7 @@ public class VideoDetector extends Detector {
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cameraProvider = cameraProviderFuture.get();
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cameraProvider = cameraProviderFuture.get();
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bindLuminosityAnalysis(cameraProvider);
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bindLuminosityAnalysis(cameraProvider);
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isDetectionRunning = true;
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isDetectionRunning = true;
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previousBuffer = null;
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} catch (ExecutionException | InterruptedException e) {
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} catch (ExecutionException | InterruptedException e) {
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// No errors need to be handled for this Future. This should never be reached.
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// No errors need to be handled for this Future. This should never be reached.
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}
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}
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@ -118,23 +118,15 @@ public class VideoDetector extends Detector {
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preview.setSurfaceProvider(previewView.getSurfaceProvider());
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preview.setSurfaceProvider(previewView.getSurfaceProvider());
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cameraProvider.bindToLifecycle((LifecycleOwner) context, cameraSelector, imageAnalysis, preview);
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cameraProvider.bindToLifecycle((LifecycleOwner) context, cameraSelector, imageAnalysis, preview);
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stopDetection();
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}
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}
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/** Calculate Amount of Pixels changed */
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/** Calculate Amount of Pixels changed */
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private int getChangedPixelCount(Image image) {
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private int getChangedPixelCount(Image image) {
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int width = image.getWidth();
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int height = image.getHeight();
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Image.Plane[] planes = image.getPlanes();
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Image.Plane[] planes = image.getPlanes();
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ByteBuffer buffer = planes[0].getBuffer();
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ByteBuffer buffer = planes[0].getBuffer();
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int yRowStride = image.getPlanes()[0].getRowStride();
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int yPixelStride = image.getPlanes()[0].getPixelStride();
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int changedPixelCount = 0;
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if (previousBuffer == null) {
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if (previousBuffer == null) {
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previousBuffer = ByteBuffer.allocate(buffer.capacity());
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previousBuffer = ByteBuffer.allocate(buffer.capacity());
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buffer.rewind();
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buffer.rewind();
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@ -143,6 +135,15 @@ public class VideoDetector extends Detector {
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return 0;
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return 0;
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}
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}
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int width = image.getWidth();
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int height = image.getHeight();
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int yRowStride = image.getPlanes()[0].getRowStride();
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int yPixelStride = image.getPlanes()[0].getPixelStride();
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int changedPixelCount = 0;
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// Count changed pixels
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for (int y = 0; y < height; ++y) {
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for (int y = 0; y < height; ++y) {
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for (int x = 0; x < width; x++) {
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for (int x = 0; x < width; x++) {
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int index = (y * yRowStride) + (x * yPixelStride);
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int index = (y * yRowStride) + (x * yPixelStride);
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@ -153,6 +154,7 @@ public class VideoDetector extends Detector {
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changedPixelCount++;
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changedPixelCount++;
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}
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}
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}
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}
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// Reset and copy Byte Buffer
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// Reset and copy Byte Buffer
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buffer.rewind();
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buffer.rewind();
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previousBuffer.rewind();
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previousBuffer.rewind();
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