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);

我对费多的代码做了一些小改进。它基本上做了同样的事情，但没有(在我看来)丑陋的while循环，它总是导致2的幂。向Fedor的原始解决方案致敬，我被卡住了，直到我找到了他的，然后我就能做出这个了:)

 private Bitmap decodeFile(File f){
    Bitmap b = null;

        //Decode image size
    BitmapFactory.Options o = new BitmapFactory.Options();
    o.inJustDecodeBounds = true;

    FileInputStream fis = new FileInputStream(f);
    BitmapFactory.decodeStream(fis, null, o);
    fis.close();

    int scale = 1;
    if (o.outHeight > IMAGE_MAX_SIZE || o.outWidth > IMAGE_MAX_SIZE) {
        scale = (int)Math.pow(2, (int) Math.ceil(Math.log(IMAGE_MAX_SIZE / 
           (double) Math.max(o.outHeight, o.outWidth)) / Math.log(0.5)));
    }

    //Decode with inSampleSize
    BitmapFactory.Options o2 = new BitmapFactory.Options();
    o2.inSampleSize = scale;
    fis = new FileInputStream(f);
    b = BitmapFactory.decodeStream(fis, null, o2);
    fis.close();

    return b;
}

我花了一整天的时间来测试这些解决方案，唯一对我有用的是上面的获取图像和手动调用GC的方法，我知道这是不必要的，但当我把应用程序置于繁重的负载测试下时，这是唯一有效的方法。我的应用程序有一个缩略图列表在列表视图(让说活动a)，当你点击其中一个图像，它带你到另一个活动(让说活动B)，显示该项目的主图像。当我在两个活动之间来回切换时，我最终会得到OOM错误，应用程序将强制关闭。

当我走到列表视图一半的时候它就崩溃了。

现在，当我在活动B中实现以下内容时，我可以毫无问题地遍历整个列表视图，并继续下去……而且速度很快。

@Override
public void onDestroy()
{   
    Cleanup();
    super.onDestroy();
}

private void Cleanup()
{    
    bitmap.recycle();
    System.gc();
    Runtime.getRuntime().gc();  
}

这里有很好的答案，但我想要一个完全可用的类来解决这个问题。所以我做了一个。

这是我的BitmapHelper类，是OutOfMemoryError证明:-)

import java.io.File;
import java.io.FileInputStream;

import android.graphics.Bitmap;
import android.graphics.Bitmap.Config;
import android.graphics.BitmapFactory;
import android.graphics.Canvas;
import android.graphics.Matrix;
import android.graphics.drawable.BitmapDrawable;
import android.graphics.drawable.Drawable;

public class BitmapHelper
{

    //decodes image and scales it to reduce memory consumption
    public static Bitmap decodeFile(File bitmapFile, int requiredWidth, int requiredHeight, boolean quickAndDirty)
    {
        try
        {
            //Decode image size
            BitmapFactory.Options bitmapSizeOptions = new BitmapFactory.Options();
            bitmapSizeOptions.inJustDecodeBounds = true;
            BitmapFactory.decodeStream(new FileInputStream(bitmapFile), null, bitmapSizeOptions);

            // load image using inSampleSize adapted to required image size
            BitmapFactory.Options bitmapDecodeOptions = new BitmapFactory.Options();
            bitmapDecodeOptions.inTempStorage = new byte[16 * 1024];
            bitmapDecodeOptions.inSampleSize = computeInSampleSize(bitmapSizeOptions, requiredWidth, requiredHeight, false);
            bitmapDecodeOptions.inPurgeable = true;
            bitmapDecodeOptions.inDither = !quickAndDirty;
            bitmapDecodeOptions.inPreferredConfig = quickAndDirty ? Bitmap.Config.RGB_565 : Bitmap.Config.ARGB_8888;

            Bitmap decodedBitmap = BitmapFactory.decodeStream(new FileInputStream(bitmapFile), null, bitmapDecodeOptions);

            // scale bitmap to mathc required size (and keep aspect ratio)

            float srcWidth = (float) bitmapDecodeOptions.outWidth;
            float srcHeight = (float) bitmapDecodeOptions.outHeight;

            float dstWidth = (float) requiredWidth;
            float dstHeight = (float) requiredHeight;

            float srcAspectRatio = srcWidth / srcHeight;
            float dstAspectRatio = dstWidth / dstHeight;

            // recycleDecodedBitmap is used to know if we must recycle intermediary 'decodedBitmap'
            // (DO NOT recycle it right away: wait for end of bitmap manipulation process to avoid
            // java.lang.RuntimeException: Canvas: trying to use a recycled bitmap android.graphics.Bitmap@416ee7d8
            // I do not excatly understand why, but this way it's OK

            boolean recycleDecodedBitmap = false;

            Bitmap scaledBitmap = decodedBitmap;
            if (srcAspectRatio < dstAspectRatio)
            {
                scaledBitmap = getScaledBitmap(decodedBitmap, (int) dstWidth, (int) (srcHeight * (dstWidth / srcWidth)));
                // will recycle recycleDecodedBitmap
                recycleDecodedBitmap = true;
            }
            else if (srcAspectRatio > dstAspectRatio)
            {
                scaledBitmap = getScaledBitmap(decodedBitmap, (int) (srcWidth * (dstHeight / srcHeight)), (int) dstHeight);
                recycleDecodedBitmap = true;
            }

            // crop image to match required image size

            int scaledBitmapWidth = scaledBitmap.getWidth();
            int scaledBitmapHeight = scaledBitmap.getHeight();

            Bitmap croppedBitmap = scaledBitmap;

            if (scaledBitmapWidth > requiredWidth)
            {
                int xOffset = (scaledBitmapWidth - requiredWidth) / 2;
                croppedBitmap = Bitmap.createBitmap(scaledBitmap, xOffset, 0, requiredWidth, requiredHeight);
                scaledBitmap.recycle();
            }
            else if (scaledBitmapHeight > requiredHeight)
            {
                int yOffset = (scaledBitmapHeight - requiredHeight) / 2;
                croppedBitmap = Bitmap.createBitmap(scaledBitmap, 0, yOffset, requiredWidth, requiredHeight);
                scaledBitmap.recycle();
            }

            if (recycleDecodedBitmap)
            {
                decodedBitmap.recycle();
            }
            decodedBitmap = null;

            scaledBitmap = null;
            return croppedBitmap;
        }
        catch (Exception ex)
        {
            ex.printStackTrace();
        }
        return null;
    }

    /**
     * compute powerOf2 or exact scale to be used as {@link BitmapFactory.Options#inSampleSize} value (for subSampling)
     * 
     * @param requiredWidth
     * @param requiredHeight
     * @param powerOf2
     *            weither we want a power of 2 sclae or not
     * @return
     */
    public static int computeInSampleSize(BitmapFactory.Options options, int dstWidth, int dstHeight, boolean powerOf2)
    {
        int inSampleSize = 1;

        // Raw height and width of image
        final int srcHeight = options.outHeight;
        final int srcWidth = options.outWidth;

        if (powerOf2)
        {
            //Find the correct scale value. It should be the power of 2.

            int tmpWidth = srcWidth, tmpHeight = srcHeight;
            while (true)
            {
                if (tmpWidth / 2 < dstWidth || tmpHeight / 2 < dstHeight)
                    break;
                tmpWidth /= 2;
                tmpHeight /= 2;
                inSampleSize *= 2;
            }
        }
        else
        {
            // Calculate ratios of height and width to requested height and width
            final int heightRatio = Math.round((float) srcHeight / (float) dstHeight);
            final int widthRatio = Math.round((float) srcWidth / (float) dstWidth);

            // 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;
        }

        return inSampleSize;
    }

    public static Bitmap drawableToBitmap(Drawable drawable)
    {
        if (drawable instanceof BitmapDrawable)
        {
            return ((BitmapDrawable) drawable).getBitmap();
        }

        Bitmap bitmap = Bitmap.createBitmap(drawable.getIntrinsicWidth(), drawable.getIntrinsicHeight(), Config.ARGB_8888);
        Canvas canvas = new Canvas(bitmap);
        drawable.setBounds(0, 0, canvas.getWidth(), canvas.getHeight());
        drawable.draw(canvas);

        return bitmap;
    }

    public static Bitmap getScaledBitmap(Bitmap bitmap, int newWidth, int newHeight)
    {
        int width = bitmap.getWidth();
        int height = bitmap.getHeight();
        float scaleWidth = ((float) newWidth) / width;
        float scaleHeight = ((float) newHeight) / height;

        // CREATE A MATRIX FOR THE MANIPULATION
        Matrix matrix = new Matrix();
        // RESIZE THE BIT MAP
        matrix.postScale(scaleWidth, scaleHeight);

        // RECREATE THE NEW BITMAP
        Bitmap resizedBitmap = Bitmap.createBitmap(bitmap, 0, 0, width, height, matrix, false);
        return resizedBitmap;
    }

}

这样的OutofMemoryException不能通过调用System.gc()等完全解决。

通过参考活动生命周期

Activity状态由操作系统本身决定，取决于每个进程的内存使用情况和每个进程的优先级。

您可以考虑使用的每个位图图片的大小和分辨率。我建议减小尺寸，重新采样到低分辨率，参考图库的设计(一张小图片PNG，一张原始图片)。

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;
    }