Java RenderScript类代码示例

import android.support.v8.renderscript.RenderScript; //导入依赖的package包/类
/**
 * Initialize HeifReader module.
 *
 * @param context Context.
 */
public static void initialize(Context context) {
    mRenderScript = RenderScript.create(context);
    mCacheDir = context.getCacheDir();

    // find best HEVC decoder
    mDecoderName = null;
    mDecoderSupportedSize = new Size(0, 0);
    int numCodecs = MediaCodecList.getCodecCount();
    for (int i = 0; i < numCodecs; i++) {
        MediaCodecInfo codecInfo = MediaCodecList.getCodecInfoAt(i);
        if (codecInfo.isEncoder()) {
            continue;
        }
        for (String type : codecInfo.getSupportedTypes()) {
            if (type.equalsIgnoreCase(MediaFormat.MIMETYPE_VIDEO_HEVC)) {
                MediaCodecInfo.CodecCapabilities cap = codecInfo.getCapabilitiesForType(MediaFormat.MIMETYPE_VIDEO_HEVC);
                MediaCodecInfo.VideoCapabilities vcap = cap.getVideoCapabilities();
                Size supportedSize = new Size(vcap.getSupportedWidths().getUpper(), vcap.getSupportedHeights().getUpper());
                Log.d(TAG, "HEVC decoder=\"" + codecInfo.getName() + "\""
                        + " supported-size=" + supportedSize
                        + " color-formats=" + Arrays.toString(cap.colorFormats)
                );
                if (mDecoderSupportedSize.getWidth() * mDecoderSupportedSize.getHeight() < supportedSize.getWidth() * supportedSize.getHeight()) {
                    mDecoderName = codecInfo.getName();
                    mDecoderSupportedSize = supportedSize;
                }
            }
        }
    }
    if (mDecoderName == null) {
        throw new RuntimeException("no HEVC decoding support");
    }
    Log.i(TAG, "HEVC decoder=\"" + mDecoderName + "\" supported-size=" + mDecoderSupportedSize);
}
 

import android.support.v8.renderscript.RenderScript; //导入依赖的package包/类
public static Drawable createBlurredImageFromBitmap(Bitmap bitmap, Context context, int inSampleSize) {

        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 android.support.v8.renderscript.Allocation input = android.support.v8.renderscript.Allocation.createFromBitmap(rs, blurTemplate);
        final android.support.v8.renderscript.Allocation output = android.support.v8.renderscript.Allocation.createTyped(rs, input.getType());
        final android.support.v8.renderscript.ScriptIntrinsicBlur script = android.support.v8.renderscript.ScriptIntrinsicBlur.create(rs, android.support.v8.renderscript.Element.U8_4(rs));
        script.setRadius(8f);
        script.setInput(input);
        script.forEach(output);
        output.copyTo(blurTemplate);

        return new BitmapDrawable(context.getResources(), blurTemplate);
    }
 

import android.support.v8.renderscript.RenderScript; //导入依赖的package包/类
public BatchNormalization(Context ctx, RenderScript rs, int size) {
    super(ctx, rs);

    this.size = size;
    gamma = new float[size];
    beta = new float[size];
    avg_mean = new float[size];
    avg_var = new float[size];

    // Create RS Allocations.
    gamma_alloc = Allocation.createSized(mRS, Element.F32(mRS), size);
    beta_alloc = Allocation.createSized(mRS, Element.F32(mRS), size);
    avg_mean_alloc = Allocation.createSized(mRS, Element.F32(mRS), size);
    avg_var_alloc = Allocation.createSized(mRS, Element.F32(mRS), size);

    // Initialize the BatchNormalization kernel;
    rs_BN = new ScriptC_batchnormalization(mRS);

    // Set the global variables for the RS kernel.
    rs_BN.set_beta_alloc(beta_alloc);
    rs_BN.set_gamma_alloc(gamma_alloc);
    rs_BN.set_mean_alloc(avg_mean_alloc);
    rs_BN.set_var_alloc(avg_var_alloc);
    rs_BN.set_size(size);
}
 

import android.support.v8.renderscript.RenderScript; //导入依赖的package包/类
private static ImageProcess blendProcess(final Context context) {
    return new ImageProcess() {
        @Override
        public Bitmap processImage(RenderScript rs, Bitmap bitmap, ImageFormat imageFormat) {
            BitmapFactory.Options options = new BitmapFactory.Options();
            options.inSampleSize = 4;
            options.inDither = false;
            options.inPurgeable = true;
            Bitmap sampleEdgeBitmap = BitmapFactory.decodeResource(context.getResources(),
                    R.drawable.sample_edge, options);
            if (imageFormat == ImageFormat.BITMAP) {
                Blend.add(rs, bitmap, sampleEdgeBitmap);
                return sampleEdgeBitmap;
            } else {
                Nv21Image nv21Image = Nv21Image.bitmapToNV21(rs, bitmap);
                Nv21Image dstNv21Image = Nv21Image.bitmapToNV21(rs, sampleEdgeBitmap);
                Blend.add(rs, nv21Image.nv21ByteArray, nv21Image.width, nv21Image.height,
                        dstNv21Image.nv21ByteArray);
                return Nv21Image.nv21ToBitmap(rs, dstNv21Image.nv21ByteArray,
                        dstNv21Image.width, nv21Image.height);
            }
        }
    };
}
 

import android.support.v8.renderscript.RenderScript; //导入依赖的package包/类
/**
 * Converts a NV21 image to a Bitmap.
 * @param nv21Image the NV21 image to convert.
 */
public static Bitmap yuvToRgb(RenderScript rs, Nv21Image nv21Image) {
    long startTime = System.currentTimeMillis();

    Type.Builder yuvTypeBuilder = new Type.Builder(rs, Element.U8(rs))
            .setX(nv21Image.nv21ByteArray.length);
    Type yuvType = yuvTypeBuilder.create();
    Allocation yuvAllocation = Allocation.createTyped(rs, yuvType, Allocation.USAGE_SCRIPT);
    yuvAllocation.copyFrom(nv21Image.nv21ByteArray);

    Type.Builder rgbTypeBuilder = new Type.Builder(rs, Element.RGBA_8888(rs));
    rgbTypeBuilder.setX(nv21Image.width);
    rgbTypeBuilder.setY(nv21Image.height);
    Allocation rgbAllocation = Allocation.createTyped(rs, rgbTypeBuilder.create());

    ScriptIntrinsicYuvToRGB yuvToRgbScript = ScriptIntrinsicYuvToRGB.create(rs, Element.RGBA_8888(rs));
    yuvToRgbScript.setInput(yuvAllocation);
    yuvToRgbScript.forEach(rgbAllocation);

    Bitmap bitmap = Bitmap.createBitmap(nv21Image.width, nv21Image.height, Bitmap.Config.ARGB_8888);
    rgbAllocation.copyTo(bitmap);

    Log.d("NV21", "Conversion to Bitmap: " + (System.currentTimeMillis() - startTime) + "ms");
    return bitmap;
}
 

import android.support.v8.renderscript.RenderScript; //导入依赖的package包/类
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;
}
 

import android.support.v8.renderscript.RenderScript; //导入依赖的package包/类
@WorkerThread
public Bitmap render(Bitmap source) {
    Bitmap bitmap = source;
    RenderScript rs = RenderScript.create(context);

    if (getSize() > 0)
        bitmap = scaleDown(bitmap);

    Bitmap output = Bitmap.createBitmap(bitmap.getWidth(), bitmap.getHeight(), Bitmap.Config.ARGB_8888);

    Allocation inAlloc = Allocation.createFromBitmap(rs, bitmap, Allocation.MipmapControl.MIPMAP_NONE, Allocation.USAGE_GRAPHICS_TEXTURE);
    Allocation outAlloc = Allocation.createFromBitmap(rs, output);

    ScriptIntrinsicBlur script = ScriptIntrinsicBlur.create(rs, inAlloc.getElement()); // Element.U8_4(rs));
    script.setRadius(getRadius());
    script.setInput(inAlloc);
    script.forEach(outAlloc);
    outAlloc.copyTo(output);

    rs.destroy();

    return output;
}
 

import android.support.v8.renderscript.RenderScript; //导入依赖的package包/类
/**
 * Resizes a Bitmap image to a target width and height.
 */
public static Bitmap resize(RenderScript rs, Bitmap inputBitmap, int targetWidth,
                            int targetHeight) {
    RSToolboxContext bitmapRSContext = RSToolboxContext.createFromBitmap(rs, inputBitmap);
    Bitmap.Config config = inputBitmap.getConfig();
    Bitmap outputBitmap = Bitmap.createBitmap(targetWidth, targetHeight, config);
    Type outType = Type.createXY(bitmapRSContext.rs, bitmapRSContext.ain.getElement(), targetWidth,
            targetHeight);
    Allocation aout = Allocation.createTyped(bitmapRSContext.rs, outType);

    ScriptIntrinsicResize resizeScript = ScriptIntrinsicResize.create(bitmapRSContext.rs);
    resizeScript.setInput(bitmapRSContext.ain);
    resizeScript.forEach_bicubic(aout);

    aout.copyTo(outputBitmap);
    return outputBitmap;
}
 

import android.support.v8.renderscript.RenderScript; //导入依赖的package包/类
/**
 * Computes a luminance histogram of a Bitmap.
 * @return a 256-length int array of integer frequencies at luminance level.
 */
public static int[] luminanceHistogram(RenderScript rs, Bitmap inputBitmap) {
    RSToolboxContext bitmapRSContext = RSToolboxContext.createFromBitmap(rs, inputBitmap);
    Allocation aout = Allocation.createSized(bitmapRSContext.rs, Element.I32(bitmapRSContext.rs),
            COLOR_DEPTH);

    ScriptIntrinsicHistogram histogramScript = ScriptIntrinsicHistogram.create(
            bitmapRSContext.rs, bitmapRSContext.ain.getElement());
    histogramScript.setOutput(aout);
    histogramScript.forEach(bitmapRSContext.ain);

    int[] histogram = new int[COLOR_DEPTH];
    aout.copyTo(histogram);

    return histogram;
}
 

import android.support.v8.renderscript.RenderScript; //导入依赖的package包/类
/**
 * Computes a RGBA histogram of a Bitmap.
 * @return a 1024-length int array of integer frequencies at each channel intensity in the
 * following interleaved format [R0,G0,B0,A0,R1,G1,B1,A1...]
 */
public static int[] rgbaHistograms(RenderScript rs, Bitmap inputBitmap) {
    RSToolboxContext bitmapRSContext = RSToolboxContext.createFromBitmap(rs, inputBitmap);
    Allocation aout = Allocation.createSized(bitmapRSContext.rs, Element.I32_4(bitmapRSContext.rs),
            COLOR_DEPTH);

    ScriptIntrinsicHistogram histogramScript = ScriptIntrinsicHistogram.create(
            bitmapRSContext.rs, bitmapRSContext.ain.getElement());
    histogramScript.setOutput(aout);
    histogramScript.forEach(bitmapRSContext.ain);

    int[] histograms = new int[CHANNELS * COLOR_DEPTH];
    aout.copyTo(histograms);

    // RGBA interleaved: [R0,G0,B0,A0,R1,G1,B1,A1...
    return histograms;
}
 

import android.support.v8.renderscript.RenderScript; //导入依赖的package包/类
@NonNull
private int[] getExpectedHistogram(RenderScript rs, Bitmap bmpFromNv21, Op op) {
    Allocation ain = Allocation.createFromBitmap(rs, bmpFromNv21);
    Allocation aout;
    int[] histogram;
    if (op == Op.LUMINANCE) {
        aout = Allocation.createSized(rs, Element.I32(rs), Histogram.COLOR_DEPTH);
        histogram = new int[Histogram.COLOR_DEPTH];
    }
    else {
        aout = Allocation.createSized(rs, Element.I32_4(rs), Histogram.COLOR_DEPTH);
        histogram = new int[Histogram.COLOR_DEPTH * Histogram.CHANNELS];
    }

    ScriptIntrinsicHistogram histogramScript = ScriptIntrinsicHistogram.create(
            rs, ain.getElement());
    histogramScript.setOutput(aout);
    histogramScript.forEach(ain);

    aout.copyTo(histogram);
    return histogram;
}
 

import android.support.v8.renderscript.RenderScript; //导入依赖的package包/类
/**
 * blur a given bitmap
 *
 * @param sentBitmap       bitmap to blur
 * @param radius           blur radius
 * @param canReuseInBitmap true if bitmap must be reused without blur
 * @param context          used by RenderScript, can be null if RenderScript disabled
 * @return blurred bitmap
 */
public static Bitmap doBlur(Bitmap sentBitmap, int radius, boolean canReuseInBitmap, Context context) {
    Bitmap bitmap;

    if (canReuseInBitmap) {
        bitmap = sentBitmap;
    } else {
        bitmap = sentBitmap.copy(sentBitmap.getConfig(), true);
    }

    if (bitmap.getConfig() == Bitmap.Config.RGB_565) {
        // RenderScript hates RGB_565 so we convert it to ARGB_8888
        // (see http://stackoverflow.com/questions/21563299/
        // defect-of-image-with-scriptintrinsicblur-from-support-library)
        bitmap = convertRGB565toARGB888(bitmap);
    }

    try {
        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);
        return bitmap;
    } catch (RSRuntimeException e) {
        Log.e(TAG, "RenderScript known error : https://code.google.com/p/android/issues/detail?id=71347 "
                + "continue with the FastBlur approach.");
    }

    return null;
}
 

import android.support.v8.renderscript.RenderScript; //导入依赖的package包/类
private static Bitmap convertYuv420ToBitmap(Image image) {
    RenderScript rs = mRenderScript;
    final int width = image.getWidth();
    final int height = image.getHeight();

    // prepare input Allocation for RenderScript
    Type.Builder inType = new Type.Builder(rs, Element.U8(rs)).setX(width).setY(height).setYuvFormat(ImageFormat.YV12);
    Allocation inAlloc = Allocation.createTyped(rs, inType.create(), Allocation.USAGE_SCRIPT);
    byte[] rawBuffer = new byte[inAlloc.getBytesSize()];
    int lumaSize = width * height;
    int chromaSize = (width / 2) * (height / 2);
    Image.Plane[] planes = image.getPlanes();
    planes[0].getBuffer().get(rawBuffer, 0, lumaSize);
    planes[1].getBuffer().get(rawBuffer, lumaSize, chromaSize);
    planes[2].getBuffer().get(rawBuffer, lumaSize + chromaSize, chromaSize);
    inAlloc.copyFromUnchecked(rawBuffer);

    // prepare output Allocation for RenderScript
    Bitmap bmp = Bitmap.createBitmap(width, height, Bitmap.Config.ARGB_8888);
    Allocation outAlloc = Allocation.createFromBitmap(rs, bmp, Allocation.MipmapControl.MIPMAP_NONE, Allocation.USAGE_SCRIPT | Allocation.USAGE_SHARED);

    // convert YUV to RGB colorspace
    ScriptC_yuv2rgb converter = new ScriptC_yuv2rgb(rs);
    converter.set_gYUV(inAlloc);
    converter.forEach_convert(outAlloc);
    outAlloc.copyTo(bmp);
    return bmp;
}
 

import android.support.v8.renderscript.RenderScript; //导入依赖的package包/类
/**
 * blur a given bitmap
 *
 * @param sentBitmap       bitmap to blur
 * @param radius           blur radius
 * @param canReuseInBitmap true if bitmap must be reused without blur
 * @param context          used by RenderScript, can be null if RenderScript disabled
 * @return blurred bitmap
 */
public static Bitmap doBlur(Bitmap sentBitmap, int radius, boolean canReuseInBitmap, Context context) {
    Bitmap bitmap;

    if (canReuseInBitmap) {
        bitmap = sentBitmap;
    } else {
        bitmap = sentBitmap.copy(sentBitmap.getConfig(), true);
    }

    if (bitmap.getConfig() == Bitmap.Config.RGB_565) {
        // RenderScript hates RGB_565 so we convert it to ARGB_8888
        // (see http://stackoverflow.com/questions/21563299/
        // defect-of-image-with-scriptintrinsicblur-from-support-library)
        bitmap = convertRGB565toARGB888(bitmap);
    }

    try {
        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);
        return bitmap;
    } catch (RSRuntimeException e) {
        Log.e(TAG, "RenderScript known error : https://code.google.com/p/android/issues/detail?id=71347 "
            + "continue with the FastBlur approach.");
    }

    return null;
}
 

import android.support.v8.renderscript.RenderScript; //导入依赖的package包/类
@TargetApi(Build.VERSION_CODES.JELLY_BEAN_MR1)
@WorkerThread
private Bitmap getBlurBitmap(Context context, Bitmap inBitmap, float radius) {
    if (context == null || inBitmap == null) {
        throw new IllegalArgumentException("have not called setParams() before call execute()");
    }

    int width = Math.round(inBitmap.getWidth() * SCALE);
    int height = Math.round(inBitmap.getHeight() * SCALE);

    Bitmap in = Bitmap.createScaledBitmap(inBitmap, width, height, false);
    Bitmap out = Bitmap.createBitmap(in);

    RenderScript rs = RenderScript.create(context);
    ScriptIntrinsicBlur blurScript = ScriptIntrinsicBlur.create(rs, Element.U8_4(rs));

    Allocation allocationIn = Allocation.createFromBitmap(rs, in);
    Allocation allocationOut = Allocation.createFromBitmap(rs, out);

    blurScript.setRadius(radius);
    blurScript.setInput(allocationIn);
    blurScript.forEach(allocationOut);
    allocationOut.copyTo(out);

    allocationIn.destroy();
    allocationOut.destroy();
    blurScript.destroy();
    rs.destroy();

    return out;
}