Java Code Examples for android.renderscript.Allocation#copyTo()

@Override
protected Bitmap transform(BitmapPool pool, Bitmap toTransform, int outWidth, int outHeight) {
  Matrix scaleMatrix = new Matrix();
  scaleMatrix.setScale(bitmapScaleFactor, bitmapScaleFactor);

  Bitmap              blurredBitmap = Bitmap.createBitmap(toTransform, 0, 0, outWidth, outHeight, scaleMatrix, true);
  Allocation          input         = Allocation.createFromBitmap(rs, blurredBitmap, Allocation.MipmapControl.MIPMAP_FULL, Allocation.USAGE_SHARED);
  Allocation          output        = Allocation.createTyped(rs, input.getType());
  ScriptIntrinsicBlur script        = ScriptIntrinsicBlur.create(rs, Element.U8_4(rs));

  script.setInput(input);
  script.setRadius(blurRadius);
  script.forEach(output);
  output.copyTo(blurredBitmap);

  return blurredBitmap;
}
 

/**
 * 模糊函数
 * @param context
 * @param sentBitmap
 * @param radius
 * @return
 */
public static Bitmap doBlur(Context context, Bitmap sentBitmap, float radius) {
    if(sentBitmap==null) return null;
    if (radius <= 0 || radius > 25) radius = 25f;//范围在1-25之间
    if (radius<=6&& Build.VERSION.SDK_INT > 16) {//经测试，radius大于6后，fastBlur效率更高，并且RenderScript在api11以上使用
        Bitmap bitmap = Bitmap.createScaledBitmap(sentBitmap, sentBitmap.getWidth()/SCALE,sentBitmap.getHeight()/SCALE,false);//先缩放图片，增加模糊速度
        final RenderScript rs = RenderScript.create(context);
        final Allocation input = Allocation.createFromBitmap(rs, bitmap, Allocation.MipmapControl.MIPMAP_NONE,
                Allocation.USAGE_SCRIPT);
        final Allocation output = Allocation.createTyped(rs, input.getType());
        final ScriptIntrinsicBlur script = ScriptIntrinsicBlur.create(rs, Element.U8_4(rs));
        script.setRadius(radius);
        script.setInput(input);
        script.forEach(output);
        output.copyTo(bitmap);
        rs.destroy();
        return bitmap;
    }else{//快速模糊
        return fastBlur(sentBitmap,radius);
    }
}
 

@RequiresApi(api = Build.VERSION_CODES.JELLY_BEAN_MR1)
public static Bitmap blur(UQI uqi, Bitmap image) {
    int width = Math.round(image.getWidth() * BITMAP_SCALE);
    int height = Math.round(image.getHeight() * BITMAP_SCALE);

    Bitmap inputBitmap = Bitmap.createScaledBitmap(image, width, height, false);
    Bitmap outputBitmap = Bitmap.createBitmap(inputBitmap);

    RenderScript rs = RenderScript.create(uqi.getContext());
    ScriptIntrinsicBlur theIntrinsic = ScriptIntrinsicBlur.create(rs, Element.U8_4(rs));
    Allocation tmpIn = Allocation.createFromBitmap(rs, inputBitmap);
    Allocation tmpOut = Allocation.createFromBitmap(rs, outputBitmap);
    theIntrinsic.setRadius(BLUR_RADIUS);
    theIntrinsic.setInput(tmpIn);
    theIntrinsic.forEach(tmpOut);
    tmpOut.copyTo(outputBitmap);

    return outputBitmap;
}
 

public static Bitmap blurBitmap(Context context, Bitmap bitmap) {
    if (context == null || bitmap == null) return null;

    Bitmap blurredBitmap;
    try {
        blurredBitmap = Bitmap.createBitmap(bitmap);
    } catch (OutOfMemoryError e) {
        return null;
    }

    RenderScript renderScript = RenderScript.create(context);
    Allocation input = Allocation.createFromBitmap(renderScript, bitmap, Allocation.MipmapControl.MIPMAP_FULL, Allocation.USAGE_SCRIPT);
    Allocation output = Allocation.createTyped(renderScript, input.getType());
    ScriptIntrinsicBlur script = ScriptIntrinsicBlur.create(renderScript, Element.U8_4(renderScript));

    script.setInput(input);
    script.setRadius(20);

    script.forEach(output);
    output.copyTo(blurredBitmap);

    return blurredBitmap;
}
 

@RequiresApi(17)
private static @NonNull Bitmap blur(Bitmap bitmap, Context context) {
  Point  previewSize = scaleKeepingAspectRatio(new Point(bitmap.getWidth(), bitmap.getHeight()), PREVIEW_DIMENSION_LIMIT);
  Point  blurSize    = scaleKeepingAspectRatio(new Point(previewSize.x / 2, previewSize.y / 2 ), MAX_BLUR_DIMENSION);
  Bitmap small       = BitmapUtil.createScaledBitmap(bitmap, blurSize.x, blurSize.y);

  Log.d(TAG, "Bitmap: " + bitmap.getWidth() + "x" + bitmap.getHeight() + ", Blur: " + blurSize.x + "x" + blurSize.y);

  RenderScript        rs     = RenderScript.create(context);
  Allocation          input  = Allocation.createFromBitmap(rs, small);
  Allocation          output = Allocation.createTyped(rs, input.getType());
  ScriptIntrinsicBlur script = ScriptIntrinsicBlur.create(rs, Element.U8_4(rs));

  script.setRadius(25f);
  script.setInput(input);
  script.forEach(output);

  Bitmap blurred = Bitmap.createBitmap(small.getWidth(), small.getHeight(), small.getConfig());
  output.copyTo(blurred);
  return blurred;
}
 

private static float[][][][] copyFromAllocation(Allocation allocation, int n, int h, int w, int c)
{

    float[] alloc = new float[n * h * w * c];
    float[][][][] output = new float[n][h][w][c];

    allocation.copyTo(alloc);
    int count = 0;
    for(int i=0;i<n;i++){
        for(int j=0;j<h;j++){
            for(int k=0;k<w;k++){
                for(int l=0;l<c;l++){
                    output[i][j][k][l] = alloc[count++];
                }
            }
        }
    }
    return output;
}
 

@Override
public Bitmap transform(Bitmap bitmap) {
    // Create another bitmap that will hold the results of the filter.
    Bitmap blurredBitmap = Bitmap.createBitmap(bitmap);

    // Allocate memory for Renderscript to work with
    Allocation input = Allocation.createFromBitmap(rs, bitmap, Allocation.MipmapControl.MIPMAP_FULL, Allocation.USAGE_SHARED);
    Allocation output = Allocation.createTyped(rs, input.getType());

    // Load up an instance of the specific script that we want to use.
    ScriptIntrinsicBlur script = ScriptIntrinsicBlur.create(rs, Element.U8_4(rs));
    script.setInput(input);

    // Set the blur radius
    script.setRadius(20);

    // Start the ScriptIntrinisicBlur
    script.forEach(output);

    // Copy the output to the blurred bitmap
    output.copyTo(blurredBitmap);

    bitmap.recycle();

    return blurredBitmap;
}
 

/**
 * Applies a blur to a {@link Bitmap}.
 */
@TargetApi(Build.VERSION_CODES.JELLY_BEAN_MR1)
public static Bitmap fastBlur(Context mContext, Bitmap sentBitmap, final int radius) {
    if (null == rs) {
        rs = RenderScript.create(mContext);
    }

    final Allocation in = Allocation.createFromBitmap(rs, sentBitmap,
            Allocation.MipmapControl.MIPMAP_NONE, Allocation.USAGE_SCRIPT);
    final Allocation out = Allocation.createTyped(rs, in.getType());
    final ScriptIntrinsicBlur script = ScriptIntrinsicBlur.create(rs, Element.U8_4(rs));
    script.setRadius(radius);
    script.setInput(in);
    script.forEach(out);
    out.copyTo(sentBitmap);
    return (sentBitmap);
}
 

public static Drawable createBlurredImageFromBitmap(Bitmap bitmap, Context context, int inSampleSize) {
    if (android.os.Build.VERSION.SDK_INT >= android.os.Build.VERSION_CODES.JELLY_BEAN_MR1) {
        RenderScript rs = RenderScript.create(context);
        final BitmapFactory.Options options = new BitmapFactory.Options();
        options.inSampleSize = inSampleSize;

        ByteArrayOutputStream stream = new ByteArrayOutputStream();
        bitmap.compress(Bitmap.CompressFormat.JPEG, 100, stream);
        byte[] imageInByte = stream.toByteArray();
        ByteArrayInputStream bis = new ByteArrayInputStream(imageInByte);
        Bitmap blurTemplate = BitmapFactory.decodeStream(bis, null, options);

        final Allocation input = Allocation.createFromBitmap(rs, blurTemplate);
        final Allocation output = Allocation.createTyped(rs, input.getType());
        final ScriptIntrinsicBlur script;
        script = ScriptIntrinsicBlur.create(rs, Element.U8_4(rs));
        script.setRadius(8f);
        script.setInput(input);
        script.forEach(output);
        output.copyTo(blurTemplate);
        return new BitmapDrawable(context.getResources(), blurTemplate);
    }
    return null;
}
 

@Override
public Bitmap transform(Bitmap bitmap) {
    // Create another bitmap that will hold the results of the filter.
    Bitmap blurredBitmap = Bitmap.createBitmap(bitmap);

    // Allocate memory for Renderscript to work with
    Allocation input = Allocation.createFromBitmap(rs, bitmap, Allocation.MipmapControl.MIPMAP_FULL, Allocation.USAGE_SHARED);
    Allocation output = Allocation.createTyped(rs, input.getType());

    // Load up an instance of the specific script that we want to use.
    ScriptIntrinsicBlur script = ScriptIntrinsicBlur.create(rs, Element.U8_4(rs));
    script.setInput(input);

    // Set the blur radius
    script.setRadius(20);

    // Start the ScriptIntrinisicBlur
    script.forEach(output);

    // Copy the output to the blurred bitmap
    output.copyTo(blurredBitmap);

    bitmap.recycle();

    return blurredBitmap;
}
 

private static @NonNull Bitmap blur(Bitmap bitmap, Context context) {
  Point  previewSize = scaleKeepingAspectRatio(new Point(bitmap.getWidth(), bitmap.getHeight()), PREVIEW_DIMENSION_LIMIT);
  Point  blurSize    = scaleKeepingAspectRatio(new Point(previewSize.x / 2, previewSize.y / 2 ), MAX_BLUR_DIMENSION);
  Bitmap small       = BitmapUtil.createScaledBitmap(bitmap, blurSize.x, blurSize.y);

  Log.d(TAG, "Bitmap: " + bitmap.getWidth() + "x" + bitmap.getHeight() + ", Blur: " + blurSize.x + "x" + blurSize.y);

  RenderScript        rs     = RenderScript.create(context);
  Allocation          input  = Allocation.createFromBitmap(rs, small);
  Allocation          output = Allocation.createTyped(rs, input.getType());
  ScriptIntrinsicBlur script = ScriptIntrinsicBlur.create(rs, Element.U8_4(rs));

  script.setRadius(25f);
  script.setInput(input);
  script.forEach(output);

  Bitmap blurred = Bitmap.createBitmap(small.getWidth(), small.getHeight(), small.getConfig());
  output.copyTo(blurred);
  return blurred;
}
 

private Bitmap doBlur(Context context, Bitmap bitmap, int radius)
    throws RSRuntimeException {
  RenderScript rs = null;
  Allocation input = null;
  Allocation output = null;
  ScriptIntrinsicBlur blur = null;
  try {
    rs = RenderScript.create(context);
    rs.setMessageHandler(new RenderScript.RSMessageHandler());
    input = Allocation.createFromBitmap(rs, bitmap, Allocation.MipmapControl.MIPMAP_NONE,
        Allocation.USAGE_SCRIPT);
    output = Allocation.createTyped(rs, input.getType());
    blur = ScriptIntrinsicBlur.create(rs, Element.U8_4(rs));

    blur.setInput(input);
    blur.setRadius(radius);
    blur.forEach(output);
    output.copyTo(bitmap);
  } finally {
    if (rs != null) {
      rs.destroy();
    }
    if (input != null) {
      input.destroy();
    }
    if (output != null) {
      output.destroy();
    }
    if (blur != null) {
      blur.destroy();
    }
  }

  return bitmap;
}
 

public static Bitmap RenderBlur(Context context, Bitmap image, int BLUR_RADIUS) {
    Bitmap outputBitmap = Bitmap.createBitmap(image);

    RenderScript rs = RenderScript.create(context);
    ScriptIntrinsicBlur theIntrinsic = ScriptIntrinsicBlur.create(rs, Element.U8_4(rs));
    Allocation tmpIn = Allocation.createFromBitmap(rs, image);
    Allocation tmpOut = Allocation.createFromBitmap(rs, outputBitmap);
    theIntrinsic.setRadius(BLUR_RADIUS);
    theIntrinsic.setInput(tmpIn);
    theIntrinsic.forEach(tmpOut);
    tmpOut.copyTo(outputBitmap);

    return outputBitmap;
}
 

@TargetApi(Build.VERSION_CODES.JELLY_BEAN_MR1)
@Override
protected Bitmap transform(@NonNull BitmapPool pool, @NonNull Bitmap toTransform, int outWidth, int outHeight) {
    Bitmap blurredBitmap = toTransform.copy(Bitmap.Config.ARGB_8888, true);

    // Allocate memory for Renderscript to work with
    //分配用于渲染脚本的内存
    Allocation input = Allocation.createFromBitmap(rs, blurredBitmap, Allocation.MipmapControl.MIPMAP_FULL, Allocation.USAGE_SHARED);
    Allocation output = Allocation.createTyped(rs, input.getType());

    // Load up an instance of the specific script that we want to use.
    //加载我们想要使用的特定脚本的实例。
    ScriptIntrinsicBlur script = ScriptIntrinsicBlur.create(rs, Element.U8_4(rs));
    script.setInput(input);

    // Set the blur radius
    //设置模糊半径
    script.setRadius(radius);

    // Start the ScriptIntrinsicBlur
    //启动 ScriptIntrinsicBlur,
    script.forEach(output);

    // Copy the output to the blurred bitmap
    //将输出复制到模糊的位图
    output.copyTo(blurredBitmap);

    return blurredBitmap;
}
 

/**
 *
 * @param rs RenderScript Context
 * @param image screenshot bitmap
 * @param Radius integer between 1 to 24
 * @param brightness -255..255 0 is default
 * @return blurred Bitmap
 */
private static Bitmap blur(RenderScript rs, Bitmap image, int Radius, float brightness, float factor) {
    Bitmap outputBitmap;
    if(Radius > 0 && Build.VERSION.SDK_INT >= Build.VERSION_CODES.JELLY_BEAN_MR1) {
        outputBitmap = Bitmap.createBitmap(image.getWidth(),image.getHeight(), Bitmap.Config.ARGB_8888);
        ScriptIntrinsicBlur theIntrinsic = ScriptIntrinsicBlur.create(rs, Element.U8_4(rs));
        Allocation tmpIn = Allocation.createFromBitmap(rs, image);
        Allocation tmpOut = Allocation.createFromBitmap(rs, outputBitmap);
        theIntrinsic.setRadius(Radius/factor);
        theIntrinsic.setInput(tmpIn);
        theIntrinsic.forEach(tmpOut);
        tmpOut.copyTo(outputBitmap);
    } else {
        outputBitmap = image;
    }
    if(brightness!=0){
        ColorMatrix cm = new ColorMatrix(new float[]
                {
                        (float) 1, 0, 0, 0, brightness,
                        0, (float) 1, 0, 0, brightness,
                        0, 0, (float) 1, 0, brightness,
                        0, 0, 0, 1, 0
                });
        Canvas canvas = new Canvas(outputBitmap);
        Paint paint = new Paint();
        paint.setColorFilter(new ColorMatrixColorFilter(cm));
        canvas.drawBitmap(outputBitmap, 0, 0, paint);
    }
    return outputBitmap;
}
 

@Override
protected Bitmap transform(BitmapPool pool, Bitmap toTransform, int outWidth, int outHeight) {
    int sampling;
    if (this.sampling == 0) {
        sampling = ImageUtil.calculateInSampleSize(toTransform.getWidth(), toTransform.getHeight(), 100);
    } else {
        sampling = this.sampling;
    }

    int width = toTransform.getWidth();
    int height = toTransform.getHeight();
    int scaledWidth = width / sampling;
    int scaledHeight = height / sampling;

    Bitmap out = pool.get(scaledWidth, scaledHeight, Bitmap.Config.ARGB_8888);
    if (out == null) {
        out = Bitmap.createBitmap(scaledWidth, scaledHeight, Bitmap.Config.ARGB_8888);
    }

    Canvas canvas = new Canvas(out);
    canvas.scale(1 / (float) sampling, 1 / (float) sampling);
    Paint paint = new Paint();
    paint.setFlags(Paint.FILTER_BITMAP_FLAG);
    canvas.drawBitmap(toTransform, 0, 0, paint);

    if (Build.VERSION.SDK_INT >= 17) {
        try {
            final RenderScript rs = RenderScript.create(context.getApplicationContext());
            final Allocation input = Allocation.createFromBitmap(rs, out, Allocation.MipmapControl.MIPMAP_NONE, Allocation.USAGE_SCRIPT);
            final Allocation output = Allocation.createTyped(rs, input.getType());
            final ScriptIntrinsicBlur script = ScriptIntrinsicBlur.create(rs, Element.U8_4(rs));

            script.setRadius(blurRadius);
            script.setInput(input);
            script.forEach(output);

            output.copyTo(out);

            rs.destroy();

            return out;

        } catch (RSRuntimeException e) {
            // on some devices RenderScript.create() throws: android.support.v8.renderscript.RSRuntimeException: Error loading libRSSupport library
            if (BuildConfig.DEBUG) e.printStackTrace();
        }
    }

    return StackBlur.blur(out, blurRadius);
}
 

private float[][] fullyConnectedLayerInF8OutF1(float[][] inputBlob4, float[] myWeight, float[] myBias, boolean destroy) {
    // fully connected layer

    int h_w = myBias.length;
    int w_w = myWeight.length / h_w;

    // Calculate sizes.
    int n_i, c_i;
    n_i = inputBlob4.length;
    c_i = inputBlob4[0].length;

    int c_i_8 = c_i;
    if (c_i % 8 != 0)
        c_i_8 = c_i + 8 - c_i % 8;

    int n_o = n_i;
    int c_o = h_w;

    // Initialize the result.
    float[][] outputBlob = new float[n_o][c_o];

    //initialize Renderscript
    Type inputType, outType;
    Allocation frameAllocation;
    Allocation outAllocation;
    inputType = Type.createX(myRS, Element.F32_4(myRS), n_i * c_i_8 / 4);
    outType = Type.createX(myRS, Element.F32(myRS), n_o * c_o);

    frameAllocation = Allocation.createTyped(myRS, inputType);
    outAllocation = Allocation.createTyped(myRS, outType);

    myScriptF8.set_c_i(c_i_8);
    // calculate the result

    float[] frameMatrix = new float[n_i * c_i_8];
    for (int n = 0 ; n < n_i ; n++)
        for (int i = 0 ; i < c_i_8 ; i++)
            if (i < c_i)
                frameMatrix[n * w_w + i] = inputBlob4[n][i];
            else
                frameMatrix[n * w_w + i] = 0;

    frameAllocation.copyFrom(frameMatrix);
    myScriptF8.set_In_Blob(frameAllocation);


    myScriptF8.forEach_root(outAllocation);

    float[] outMatrix = new float[n_o * c_o];
    outAllocation.copyTo(outMatrix);

    for (int n = 0 ; n < n_i ; n++)
        for (int c = 0 ; c < c_o ; c++) {
            outputBlob[n][c] = outMatrix[n * c_o + c];
            if (nonLinear) {
                switch (nonLinearType) {
                    case RectifiedLinearUnit:
                        if (outputBlob[n][c] < 0)
                            outputBlob[n][c] = 0;
                        break;
                }
            }
        }

    frameAllocation.destroy();
    outAllocation.destroy();

    inputType.destroy();
    outType.destroy();

    if (destroy) {
        myScriptF8.destroy();
        myScriptF8 = null;
    }

    // return the result
    return outputBlob;
}
 

@Override
protected Bitmap transform(BitmapPool pool, Bitmap toTransform, int outWidth, int outHeight) {
    int sampling;
    if (this.sampling == 0) {
        sampling = ImageUtil.calculateInSampleSize(toTransform.getWidth(), toTransform.getHeight(), 100);
    } else {
        sampling = this.sampling;
    }

    int width = toTransform.getWidth();
    int height = toTransform.getHeight();
    int scaledWidth = width / sampling;
    int scaledHeight = height / sampling;

    Bitmap out = pool.get(scaledWidth, scaledHeight, Bitmap.Config.ARGB_8888);
    if (out == null) {
        out = Bitmap.createBitmap(scaledWidth, scaledHeight, Bitmap.Config.ARGB_8888);
    }

    Canvas canvas = new Canvas(out);
    canvas.scale(1 / (float) sampling, 1 / (float) sampling);
    Paint paint = new Paint();
    paint.setFlags(Paint.FILTER_BITMAP_FLAG);
    canvas.drawBitmap(toTransform, 0, 0, paint);

    if (Build.VERSION.SDK_INT >= 17) {
        try {
            final RenderScript rs = RenderScript.create(context.getApplicationContext());
            final Allocation input = Allocation.createFromBitmap(rs, out, Allocation.MipmapControl.MIPMAP_NONE, Allocation.USAGE_SCRIPT);
            final Allocation output = Allocation.createTyped(rs, input.getType());
            final ScriptIntrinsicBlur script = ScriptIntrinsicBlur.create(rs, Element.U8_4(rs));

            script.setRadius(blurRadius);
            script.setInput(input);
            script.forEach(output);

            output.copyTo(out);

            rs.destroy();

            return out;

        } catch (RSRuntimeException e) {
            // on some devices RenderScript.create() throws: android.support.v8.renderscript.RSRuntimeException: Error loading libRSSupport library
            if (BuildConfig.DEBUG) e.printStackTrace();
        }
    }

    return StackBlur.blur(out, blurRadius);
}
 

static Bitmap resizeNice(@NonNull final RenderScript rs, final Bitmap src, float xScale, float yScale) {
        // Calculate gaussian's radius
        float sigma = (1 / xScale) / (float) Math.PI;
        // https://android.googlesource.com/platform/frameworks/rs/+/master/cpu_ref/rsCpuIntrinsicBlur.cpp
        float radius = 2.5f * sigma/* - 1.5f*/; // Works better that way
        radius = Math.min(25, Math.max(0.0001f, radius));
        Timber.d(">> using sigma=%s for xScale=%s => radius=%s", sigma, xScale, radius);

        // Defensive programming in case the threading/view recycling recycles a bitmap just before that methods is reached
        if (null == src || src.isRecycled()) return src;

        Bitmap.Config bitmapConfig = src.getConfig();
        int srcWidth = src.getWidth();
        int srcHeight = src.getHeight();
        int dstWidth = Math.round(srcWidth * xScale);
        int dstHeight = Math.round(srcHeight * yScale);
        src.setHasAlpha(false);

        // Gaussian filter
        Allocation tmpIn = Allocation.createFromBitmap(rs, src);
        Allocation tmpFiltered = Allocation.createTyped(rs, tmpIn.getType());
        ScriptIntrinsicBlur blurInstrinsic = ScriptIntrinsicBlur.create(rs, tmpIn.getElement());

        blurInstrinsic.setRadius(radius);
        blurInstrinsic.setInput(tmpIn);
        blurInstrinsic.forEach(tmpFiltered);

        src.recycle();
        tmpIn.destroy();
        blurInstrinsic.destroy();


        // Resize
        Bitmap dst = Bitmap.createBitmap(dstWidth, dstHeight, bitmapConfig);
        Type t = Type.createXY(rs, tmpFiltered.getElement(), dstWidth, dstHeight);
        Allocation tmpOut = Allocation.createTyped(rs, t);
        ScriptIntrinsicResize resizeIntrinsic = ScriptIntrinsicResize.create(rs);

        resizeIntrinsic.setInput(tmpFiltered);
        resizeIntrinsic.forEach_bicubic(tmpOut);
        tmpOut.copyTo(dst);

        tmpFiltered.destroy();
        resizeIntrinsic.destroy();
        tmpOut.destroy();
/*
        // Additional sharpen script just in case (WIP)
        Allocation tmpSharpOut = Allocation.createTyped(rs, t);
        //ScriptIntrinsicConvolve3x3 sharpen = ScriptIntrinsicConvolve3x3.create(rs, tmpOut.getElement());
        ScriptIntrinsicConvolve3x3 sharpen = ScriptIntrinsicConvolve3x3.create(rs, Element.U8_4(rs));
        sharpen.setCoefficients(getSharpenCoefficients());
        sharpen.setInput(tmpOut);
        sharpen.forEach(tmpSharpOut);

        tmpSharpOut.copyTo(dst);

        tmpOut.destroy();
        tmpSharpOut.destroy();
        sharpen.destroy();
*/

        return dst;
    }
 

@Override
protected Bitmap transform(BitmapPool pool, Bitmap toTransform, int outWidth, int outHeight) {
    int sampling;
    if (this.sampling == 0) {
        sampling = ImageUtil.calculateInSampleSize(toTransform.getWidth(), toTransform.getHeight(), 100);
    } else {
        sampling = this.sampling;
    }

    int width = toTransform.getWidth();
    int height = toTransform.getHeight();
    int scaledWidth = width / sampling;
    int scaledHeight = height / sampling;

    Bitmap out = pool.get(scaledWidth, scaledHeight, Bitmap.Config.ARGB_8888);
    if (out == null) {
        out = Bitmap.createBitmap(scaledWidth, scaledHeight, Bitmap.Config.ARGB_8888);
    }

    Canvas canvas = new Canvas(out);
    canvas.scale(1 / (float) sampling, 1 / (float) sampling);
    Paint paint = new Paint();
    paint.setFlags(Paint.FILTER_BITMAP_FLAG);
    canvas.drawBitmap(toTransform, 0, 0, paint);

    if (Build.VERSION.SDK_INT >= 17) {
        try {
            final RenderScript rs = RenderScript.create(context.getApplicationContext());
            final Allocation input = Allocation.createFromBitmap(rs, out, Allocation.MipmapControl.MIPMAP_NONE, Allocation.USAGE_SCRIPT);
            final Allocation output = Allocation.createTyped(rs, input.getType());
            final ScriptIntrinsicBlur script = ScriptIntrinsicBlur.create(rs, Element.U8_4(rs));

            script.setRadius(blurRadius);
            script.setInput(input);
            script.forEach(output);

            output.copyTo(out);

            rs.destroy();

            return out;

        } catch (RSRuntimeException e) {
            // on some devices RenderScript.create() throws: android.support.v8.renderscript.RSRuntimeException: Error loading libRSSupport library
            if (BuildConfig.DEBUG) e.printStackTrace();
        }
    }

    return StackBlur.blur(out, blurRadius);
}