Java Code Examples for android.renderscript.ScriptIntrinsicBlur#forEach()

private static Bitmap blur(Context context, Bitmap source, float radius){
    RenderScript renderScript =  RenderScript.create(context);

    final Allocation input = Allocation.createFromBitmap(renderScript, source);
    final Allocation output = Allocation.createTyped(renderScript,input.getType());

    ScriptIntrinsicBlur scriptIntrinsicBlur = ScriptIntrinsicBlur.create(
            renderScript,
            Element.U8_4(renderScript)
    );
    scriptIntrinsicBlur.setInput(input);
    scriptIntrinsicBlur.setRadius(radius);
    scriptIntrinsicBlur.forEach(output);
    output.copyTo(source);
    renderScript.destroy();

    return source;
}
 

@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;
}
 

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;
}
 

/**
 * 使用 RenderScript 模糊图片
 * PS:此方法只能在 SDK API 17 以上使用
 *
 * @param context 上下文对象
 * @param bitmap 需要模糊的bitmap
 * @param scale 模糊的比例因数
 * @param radius 模糊半径
 */
@TargetApi(Build.VERSION_CODES.JELLY_BEAN_MR1)
public static Bitmap rsBlurBitmp(Context context, Bitmap bitmap, int scale, float radius) {
    // 创建一个新的压缩过的 Bitmap
    Bitmap overlay = VMBitmap.compressBitmapByScale(bitmap, scale);

    RenderScript rs = null;
    try {
        rs = RenderScript.create(context);
        rs.setMessageHandler(new RenderScript.RSMessageHandler());
        Allocation input = Allocation.createFromBitmap(rs, overlay, Allocation.MipmapControl.MIPMAP_NONE, Allocation.USAGE_SCRIPT);
        Allocation output = Allocation.createTyped(rs, input.getType());

        ScriptIntrinsicBlur blur = ScriptIntrinsicBlur.create(rs, Element.U8_4(rs));

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

@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;
}
 

/**
 * 高斯模糊
 */
public static Bitmap stackBlur(Bitmap srcBitmap) {
    if (srcBitmap == null) return null;
    RenderScript rs = RenderScript.create(MApplication.getInstance());
    Bitmap blurredBitmap = srcBitmap.copy(Bitmap.Config.ARGB_8888, true);

    //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());

    //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);

    //设置模糊半径
    script.setRadius(8);

    //启动 ScriptIntrinsicBlur
    script.forEach(output);

    //将输出复制到模糊的位图
    output.copyTo(blurredBitmap);

    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);
}
 

@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;
}
 

public static Bitmap apply(Context context, Bitmap sentBitmap, int radius) {
    final Bitmap bitmap = sentBitmap.copy(sentBitmap.getConfig(), true);
    final RenderScript rs = RenderScript.create(context);
    final Allocation input = Allocation.createFromBitmap(rs, sentBitmap, 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);

    sentBitmap.recycle();
    rs.destroy();
    input.destroy();
    output.destroy();
    script.destroy();

    return bitmap;
}
 

/**
 * android系统的模糊方法
 *
 * @param bitmap 要模糊的图片
 * @param radius 模糊等级 >=0 && <=25
 */
private static Bitmap blurBitmap(Context context, Bitmap bitmap, int radius) {
    if (Build.VERSION.SDK_INT >= Build.VERSION_CODES.JELLY_BEAN_MR1) {
        //Let's create an empty bitmap with the same size of the bitmap we want to blur
        Bitmap outBitmap = Bitmap.createBitmap(bitmap.getWidth(), bitmap.getHeight(), Bitmap
                .Config.ARGB_8888);
        //Instantiate a new Renderscript
        RenderScript rs = RenderScript.create(context);
        //Create an Intrinsic Blur Script using the Renderscript
        ScriptIntrinsicBlur blurScript = ScriptIntrinsicBlur.create(rs, Element.U8_4(rs));
        //Create the Allocations (in/out) with the Renderscript and the in/out bitmaps
        Allocation allIn = Allocation.createFromBitmap(rs, bitmap);
        Allocation allOut = Allocation.createFromBitmap(rs, outBitmap);
        //Set the radius of the blur
        blurScript.setRadius(radius);
        //Perform the Renderscript
        blurScript.setInput(allIn);
        blurScript.forEach(allOut);
        //Copy the final bitmap created by the out Allocation to the outBitmap
        allOut.copyTo(outBitmap);
        //recycle the original bitmap
        bitmap.recycle();
        //After finishing everything, we destroy the Renderscript.
        rs.destroy();
        return outBitmap;
    } else {
        return bitmap;
    }
}
 

/**
 * 图片高斯模糊具体实现方法
 *
 * @param context
 * @param image
 * @param radius
 *
 * @return
 */
public static Bitmap blur(Context context, Bitmap image, float radius) {
    // 计算图片缩小后的长宽
    int width = Math.round(image.getWidth() * BITMAP_SCALE);
    int height = Math.round(image.getHeight() * BITMAP_SCALE);

    // 将缩小后的图片做为预渲染的图片。
    Bitmap inputBitmap = Bitmap.createScaledBitmap(image, width, height, false);
    // 创建一张渲染后的输出图片。
    Bitmap outputBitmap = Bitmap.createBitmap(inputBitmap);

    // 创建RenderScript内核对象
    RenderScript rs = RenderScript.create(context);
    // 创建一个模糊效果的RenderScript的工具对象
    ScriptIntrinsicBlur blurScript = ScriptIntrinsicBlur.create(rs, Element.U8_4(rs));

    // 由于RenderScript并没有使用VM来分配内存,所以需要使用Allocation类来创建和分配内存空间。
    // 创建Allocation对象的时候其实内存是空的,需要使用copyTo()将数据填充进去。
    Allocation tmpIn = Allocation.createFromBitmap(rs, inputBitmap);
    Allocation tmpOut = Allocation.createFromBitmap(rs, outputBitmap);

    // 设置渲染的模糊程度, 25f是最大模糊度
    blurScript.setRadius(radius);
    // 设置blurScript对象的输入内存
    blurScript.setInput(tmpIn);
    // 将输出数据保存到输出内存中
    blurScript.forEach(tmpOut);

    // 将数据填充到Allocation中
    tmpOut.copyTo(outputBitmap);

    return outputBitmap;
}
 

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

    // Allocate memory for Renderscript to work with
    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 user.
    ScriptIntrinsicBlur script = ScriptIntrinsicBlur.create(rs, Element.U8_4(rs));
    script.setInput(input);

    // Set the blur radius
    script.setRadius(10);

    // start the ScriptInstrinisicBlur
    script.forEach(output);

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

    toTransform.recycle();


    return blurredBitmap;
}
 

public Bitmap blurImage(Bitmap bm, int blur, int blurZoom) {
    if (blur > 0 && android.os.Build.VERSION.SDK_INT >= Build.VERSION_CODES.JELLY_BEAN_MR1) {
        RenderScript rs = RenderScript.create(mRegistrar.activity());
        ScriptIntrinsicBlur _blur = ScriptIntrinsicBlur.create(rs, Element.U8_4(rs));
        int w = bm.getWidth();
        int h = bm.getHeight();
        Bitmap _temp;
        if (blurZoom == 0) {
            _temp = Bitmap.createBitmap(w, h, Bitmap.Config.ARGB_8888);
        } else {
            int tw = w / blurZoom;
            int th = h / blurZoom;
            bm = Bitmap.createScaledBitmap(bm, tw, th, false);
            _temp = Bitmap.createBitmap(tw, th, Bitmap.Config.ARGB_8888);
        }
        Allocation _in = Allocation.createFromBitmap(rs, bm);
        Allocation _out = Allocation.createFromBitmap(rs, _temp);
        _blur.setRadius(Math.min(25.0f, (((float) blur) / 100.0f) * 25.0f)); // 0 ~ 25
        _blur.setInput(_in);
        _blur.forEach(_out);
        _out.copyTo(_temp);
        rs.destroy();
        if (blurZoom == 0)
            return Bitmap.createBitmap(_temp);
        else
            return Bitmap.createScaledBitmap(_temp, w, h, true);
    } else
        return bm;
}
 

@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;
}
 

/**
 * Blur bitmap bitmap.
 *
 * @param applicationContext the application context
 * @param bitmap             the bitmap
 * @param radius             the radius
 * @return the bitmap
 */
@TargetApi(Build.VERSION_CODES.JELLY_BEAN_MR1)
/**
 * 利用RenderScript进行模糊处理
 * 模糊效果的处理是比较耗时的(~250ms)，开线程预先处理好*/
public static Bitmap blurBitmap(Context applicationContext, Bitmap bitmap, float radius) {

    //Let's create an empty bitmap with the same size of the bitmap we want to blur
    Bitmap outBitmap = Bitmap.createBitmap(bitmap.getWidth(), bitmap.getHeight(), Bitmap.Config.ARGB_8888);

    //Instantiate a new Renderscript
    RenderScript rs = RenderScript.create(applicationContext);

    //Create an Intrinsic Blur Script using the Renderscript
    ScriptIntrinsicBlur blurScript = ScriptIntrinsicBlur.create(rs, Element.U8_4(rs));

    //Create the Allocations (in/out) with the Renderscript and the in/out bitmaps
    Allocation allIn = Allocation.createFromBitmap(rs, bitmap);
    Allocation allOut = Allocation.createFromBitmap(rs, outBitmap);
    //Set the radius of the blur
    blurScript.setRadius(radius);
    //Perform the Renderscript
    blurScript.setInput(allIn);
    blurScript.forEach(allOut);

    //Copy the final bitmap created by the out Allocation to the outBitmap
    allOut.copyTo(outBitmap);

    //recycle the original bitmap
    bitmap.recycle();

    //After finishing everything, we destroy the Renderscript.
    rs.destroy();

    return outBitmap;
}
 

@TargetApi(17)
public static Bitmap picBlur(Context context, Bitmap bitmap, Float radius) {
    Bitmap outPutBitmap = Bitmap.createBitmap(bitmap.getWidth(), bitmap.getHeight(), Config.ARGB_8888);
    RenderScript rs = RenderScript.create(context);
    Allocation allIn = Allocation.createFromBitmap(rs, bitmap);
    Allocation allOut = Allocation.createFromBitmap(rs, outPutBitmap);
    ScriptIntrinsicBlur blur = ScriptIntrinsicBlur.create(rs, Element.U8_4(rs));
    blur.setInput(allIn);
    blur.setRadius(TitleBar.SHAREBTN_RIGHT_MARGIN);
    blur.forEach(allOut);
    allIn.copyTo(outPutBitmap);
    rs.destroy();
    return outPutBitmap;
}
 

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;
    }
 

private void updateBlur() {
    if (!(mDrawable instanceof BitmapDrawable)) {
        return;
    }
    final int textViewHeight = mTextView.getHeight();
    if (textViewHeight == 0) {
        return;
    }

    // Determine the size of the TextView compared to the height of the ImageView
    final float ratio = (float) textViewHeight / mImageView.getHeight();

    // Get the Bitmap
    final BitmapDrawable bitmapDrawable = (BitmapDrawable) mDrawable;
    final Bitmap originalBitmap = bitmapDrawable.getBitmap();

    // Calculate the height as a ratio of the Bitmap
    int height = (int) (ratio * originalBitmap.getHeight());

    // The y position is the number of pixels height represents from the bottom of the Bitmap
    final int y = originalBitmap.getHeight() - height;

    final Bitmap portionToBlur = Bitmap.createBitmap(originalBitmap, 0, y, originalBitmap.getWidth(), height);
    final Bitmap blurredBitmap = portionToBlur.copy(Bitmap.Config.ARGB_8888, true);

    // Use RenderScript to blur the pixels
    RenderScript rs = RenderScript.create(getContext());
    ScriptIntrinsicBlur theIntrinsic = ScriptIntrinsicBlur.create(rs, Element.U8_4(rs));
    Allocation tmpIn = Allocation.createFromBitmap(rs, portionToBlur);
    Allocation tmpOut = Allocation.createFromBitmap(rs, blurredBitmap);
    theIntrinsic.setRadius(25f);
    theIntrinsic.setInput(tmpIn);
    theIntrinsic.forEach(tmpOut);
    tmpOut.copyTo(blurredBitmap);
    new Canvas(blurredBitmap).drawColor(mScrimColor);

    // Create the new bitmap using the old plus the blurred portion and display it
    final Bitmap newBitmap = originalBitmap.copy(Bitmap.Config.ARGB_8888, true);
    final Canvas canvas = new Canvas(newBitmap);
    canvas.drawBitmap(blurredBitmap, 0, y, new Paint());
    mImageView.setImageBitmap(newBitmap);
}
 

@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);
}
 

/**
     * Transforms the given {@link Bitmap} based on the given dimensions and returns the transformed
     * result.
     * <p/>
     * <p>
     * The provided Bitmap, toTransform, should not be recycled or returned to the pool. Glide will automatically
     * recycle and/or reuse toTransform if the transformation returns a different Bitmap. Similarly implementations
     * should never recycle or return Bitmaps that are returned as the result of this method. Recycling or returning
     * the provided and/or the returned Bitmap to the pool will lead to a variety of runtime exceptions and drawing
     * errors. See #408 for an example. If the implementation obtains and discards intermediate Bitmaps, they may
     * safely be returned to the BitmapPool and/or recycled.
     * </p>
     * <p/>
     * <p>
     * outWidth and outHeight will never be {@link Target#SIZE_ORIGINAL}, this
     * class converts them to be the size of the Bitmap we're going to transform before calling this method.
     * </p>
     *
     * @param pool        A {@link BitmapPool} that can be used to obtain and
     *                    return intermediate {@link Bitmap}s used in this transformation. For every
     *                    {@link Bitmap} obtained from the pool during this transformation, a
     *                    {@link Bitmap} must also be returned.
     * @param toTransform The {@link Bitmap} to transform.
     * @param outWidth    The ideal width of the transformed bitmap (the transformed width does not need to match exactly).
     * @param outHeight   The ideal height of the transformed bitmap (the transformed heightdoes not need to match
     */
    @Override
    protected Bitmap transform(BitmapPool pool, Bitmap toTransform, int outWidth, int outHeight) {
        boolean needScaled = mSampling == DEFAULT_SAMPLING;
        int originWidth = toTransform.getWidth();
        int originHeight = toTransform.getHeight();
        int width, height;
        if (needScaled) {
            width = originWidth;
            height = originHeight;
        } else {
            width = (int) (originWidth / mSampling);
            height = (int) (originHeight / mSampling);
        }
        //find a re-use bitmap
        Bitmap bitmap = pool.get(width, height, Bitmap.Config.ARGB_8888);
        if (bitmap == null) {
            bitmap = Bitmap.createBitmap(width, height, Bitmap.Config.ARGB_8888);
        }

        Canvas canvas = new Canvas(bitmap);
        if (mSampling != DEFAULT_SAMPLING) {
            canvas.scale(1 / mSampling, 1 / mSampling);
        }
        Paint paint = new Paint();
        paint.setFlags(Paint.FILTER_BITMAP_FLAG | Paint.ANTI_ALIAS_FLAG);
        PorterDuffColorFilter filter =
                new PorterDuffColorFilter(mColor, PorterDuff.Mode.SRC_ATOP);
        paint.setColorFilter(filter);
        canvas.drawBitmap(toTransform, 0, 0, paint);
// TIPS: Glide will take care of returning our original Bitmap to the BitmapPool for us,
// we needn't to recycle it.
//        toTransform.recycle();  <--- Just for tips. by Ligboy

        RenderScript rs = RenderScript.create(mContext);
        Allocation input = Allocation.createFromBitmap(rs, bitmap, Allocation.MipmapControl.MIPMAP_NONE,
                Allocation.USAGE_SCRIPT);
        Allocation output = Allocation.createTyped(rs, input.getType());
        ScriptIntrinsicBlur blur = ScriptIntrinsicBlur.create(rs, Element.U8_4(rs));

        blur.setInput(input);
        blur.setRadius(mRadius);
        blur.forEach(output);
        output.copyTo(bitmap);

        rs.destroy();

        if (needScaled) {
            return bitmap;
        } else {
            Bitmap scaled = Bitmap.createScaledBitmap(bitmap, originWidth, originHeight, true);
            bitmap.recycle();
            return scaled;
        }
    }