我需要加载一个大尺寸的图像到位图，我使用Glide来解决这个问题。首先用BitmapFactory检查图像大小。选项使用injstdecodebounds设置为true，然后使用Glide获取位图对象。我使用分析器来检查内存使用情况，但我没有看到任何内存峰值，就像我使用BitmapFactory.decodeFile()时那样。 我是用c#写的，因为我使用Xamarin，所以需要在Java中使用一点小调整。 Glide库文档

private Bitmap DecodeFile(File file) {
        // Decode image size
        BitmapFactory.Options options = new BitmapFactory.Options();
        
        // setting inJustDecodeBounds to true won't load the file into memory, 
        // but gives you the actual file size.
        options.InJustDecodeBounds = true;
        BitmapFactory.decodeStream(new FileInputStream(file), null, options);
        int actualWidth = options.OutWidth;
        int actualHeight = options.OutHeight;
                
        var ratio = (double)actualHeight / actualWidth;

        // Default to 800 x 600. changed the size whatever you need.
        var desiredWidth = 800;
        var desiredHeight = 600;

        if(actualHeight > actualWidth)
        {
            var ratio = (double)actualWidth / actualHeight;
            var futureTarget = Glide.With(Application.Context)
                .AsBitmap()
                .Load(file)
                .SetDiskCacheStrategy(DiskCacheStrategy.None)
                .SkipMemoryCache(true)
                .Submit((int)(desiredWidth * ratio), desiredWidth);
            bitmap = futureTarget.Get() as Bitmap;
        }
        else
        {
            var ratio = (double)actualHeight / actualWidth;
            var futureTarget = Glide.With(Application.Context)
                .AsBitmap()
                .Load(file)
                .SetDiskCacheStrategy(DiskCacheStrategy.None)
                .SkipMemoryCache(true)
                .Submit(desiredWidth, (int)(desiredWidth * ratio));
            bitmap = futureTarget.Get() as Bitmap;
        }return bitmap;}

避免内存泄漏或位图OOM的最佳实践

不要为一个Context / Activity保留长时间的位图引用。 如果你在你的应用程序中使用一个大的位图作为背景或其他东西，那么不要把完整的图像拉到主存中。您可以使用位图的insample size属性来获取屏幕所需的大小。 清洁位图引用一旦不再使用。

在将位图设置为imageview后，像这样回收它:

bitmap.recycle();
bitmap=null;

我有同样的问题，并通过避免BitmapFactory.decodeStream或decodeFile函数来解决它，而是使用BitmapFactory.decodeFileDescriptor

decodeFileDescriptor看起来像调用了不同于decodeStream/decodeFile的本地方法。

不管怎样，这样做是有效的(注意，我添加了一些选项，就像上面的一些选项一样，但这并不是造成不同的原因。关键是调用BitmapFactory.decodeFileDescriptor而不是decodeStream或decodeFile):

private void showImage(String path)   {

    Log.i("showImage","loading:"+path);
    BitmapFactory.Options bfOptions=new BitmapFactory.Options();
    bfOptions.inDither=false;                     //Disable Dithering mode
    bfOptions.inPurgeable=true;                   //Tell to gc that whether it needs free memory, the Bitmap can be cleared
    bfOptions.inInputShareable=true;              //Which kind of reference will be used to recover the Bitmap data after being clear, when it will be used in the future
    bfOptions.inTempStorage=new byte[32 * 1024]; 

    File file=new File(path);
    FileInputStream fs=null;
    try {
        fs = new FileInputStream(file);
    } catch (FileNotFoundException e) {
        //TODO do something intelligent
        e.printStackTrace();
    }

    try {
        if(fs!=null) bm=BitmapFactory.decodeFileDescriptor(fs.getFD(), null, bfOptions);
    } catch (IOException e) {
        //TODO do something intelligent
        e.printStackTrace();
    } finally{ 
        if(fs!=null) {
            try {
                fs.close();
            } catch (IOException e) {
                // TODO Auto-generated catch block
                e.printStackTrace();
            }
        }
    }
    //bm=BitmapFactory.decodeFile(path, bfOptions); This one causes error: java.lang.OutOfMemoryError: bitmap size exceeds VM budget

    im.setImageBitmap(bm);
    //bm.recycle();
    bm=null;                        
}

我认为在decodeStream/decodeFile中使用的本机函数有问题。我已经确认使用decodeFileDescriptor时调用了不同的本机方法。此外，我读到的是“图像(位图)不是以标准的Java方式分配的，而是通过本机调用;分配是在虚拟堆之外完成的，但是 不算数!”

我使用解码文件描述符，它为我工作:

 FileInputStream  fileInputStream = null;
        try {
            fileInputStream  = new FileInputStream(file);
             FileDescriptor fd = fileInputStream.getFD();
            Bitmap imageBitmap = decodeSampledBitmapFromDescriptor(fd , 612,
                    816);
            imageView.setImageBitmap(imageBitmap);
        } catch (Exception e) {
            e.printStackTrace();
        }finally {
            if(fileInputStream != null){
                try {
                    fileInputStream.close();
                } catch (IOException e) {
                    e.printStackTrace();
                }
            }
        }

从文件描述符解码采样位图的代码:

 /**
     * Decode and sample down a bitmap from a file input stream to the requested width and height.
     *
     * @param fileDescriptor The file descriptor to read from
     * @param reqWidth       The requested width of the resulting bitmap
     * @param reqHeight      The requested height of the resulting bitmap
     * @return A bitmap sampled down from the original with the same aspect ratio and dimensions
     * that are equal to or greater than the requested width and height
     */
    public static Bitmap decodeSampledBitmapFromDescriptor(
            FileDescriptor fileDescriptor, int reqWidth, int reqHeight) {

        // First decode with inJustDecodeBounds=true to check dimensions
        final BitmapFactory.Options options = new BitmapFactory.Options();
        options.inJustDecodeBounds = true;
        BitmapFactory.decodeFileDescriptor(fileDescriptor, null, options);

        // Calculate inSampleSize
        options.inSampleSize = calculateInSampleSize(options, reqWidth, reqHeight);

        // Decode bitmap with inSampleSize set
        options.inJustDecodeBounds = false;
        return BitmapFactory.decodeFileDescriptor(fileDescriptor, null, options);
    }

    /**
     * Calculate an inSampleSize for use in a {@link android.graphics.BitmapFactory.Options} object when decoding
     * bitmaps using the decode* methods from {@link android.graphics.BitmapFactory}. This implementation calculates
     * the closest inSampleSize that will result in the final decoded bitmap having a width and
     * height equal to or larger than the requested width and height. This implementation does not
     * ensure a power of 2 is returned for inSampleSize which can be faster when decoding but
     * results in a larger bitmap which isn't as useful for caching purposes.
     *
     * @param options   An options object with out* params already populated (run through a decode*
     *                  method with inJustDecodeBounds==true
     * @param reqWidth  The requested width of the resulting bitmap
     * @param reqHeight The requested height of the resulting bitmap
     * @return The value to be used for inSampleSize
     */
    public static int calculateInSampleSize(BitmapFactory.Options options,
                                            int reqWidth, int reqHeight) {
        // Raw height and width of image
        final int height = options.outHeight;
        final int width = options.outWidth;
        int inSampleSize = 1;

        if (height > reqHeight || width > reqWidth) {

            // Calculate ratios of height and width to requested height and width
            final int heightRatio = Math.round((float) height / (float) reqHeight);
            final int widthRatio = Math.round((float) width / (float) reqWidth);

            // Choose the smallest ratio as inSampleSize value, this will guarantee a final image
            // with both dimensions larger than or equal to the requested height and width.
            inSampleSize = heightRatio < widthRatio ? heightRatio : widthRatio;

            // This offers some additional logic in case the image has a strange
            // aspect ratio. For example, a panorama may have a much larger
            // width than height. In these cases the total pixels might still
            // end up being too large to fit comfortably in memory, so we should
            // be more aggressive with sample down the image (=larger inSampleSize).

            final float totalPixels = width * height;

            // Anything more than 2x the requested pixels we'll sample down further
            final float totalReqPixelsCap = reqWidth * reqHeight * 2;

            while (totalPixels / (inSampleSize * inSampleSize) > totalReqPixelsCap) {
                inSampleSize++;
            }
        }
        return inSampleSize;
    }

如果你像我一样懒，你可以开始使用毕加索库加载图像。

Picasso.with(context).load(R.drawable.landing_screen).into(imageView1);
Picasso.with(context).load("file:///android_asset/DvpvklR.png").into(imageView2);
Picasso.with(context).load(new File(...)).into(imageView3);