Develop Reference

Image Compression before uploading Bitmap.CompressFormat

I'm trying to compress images selected by user from gallery for uploading. I saw that my camera pictures are over 5MB and I would like to compress them(same as facebook if possible). What I've been trying:
I let the user select the photo from gallery,get the uri and use this:
File file = new File(getRealPathFromURI(getActivity(), selectedImageUri));
long length = file.length();
Log.e("Filesize:", "Before: " + length);
if (file.getName().toLowerCase().endsWith("jpg")||file.getName().toLowerCase().endsWith("jpeg")){
Bitmap original;
try {
original = MediaStore.Images.Media.getBitmap(getActivity().getContentResolver(), selectedImageUri);
length = sizeOf(original);
Log.e("Filesize:", "BeforeCompression: " + length);
ByteArrayOutputStream out = new ByteArrayOutputStream();
original.compress(Bitmap.CompressFormat.JPEG, 50, out);
Bitmap decoded = BitmapFactory.decodeStream(new ByteArrayInputStream(out.toByteArray()));
length = sizeOf(decoded);
Log.e("Filesize:", "AfterCompression: " + length);
} catch (IOException e) {
e.printStackTrace();
Log.e("Filesize:", "Error: " + e);
}
I did this to test if it was working first, but what I get in the console is:
/name.company.newapp E/Filesize:: Before: 4970874
/name.company.newapp E/Filesize:: BeforeConversion: 63489024
/name.company.newapp E/Filesize:: AfterConversion: 63489024
The size doesn't change at all. Is this the right approach ?

This happens because you're actually getting the size of memory used by the Bitmap object by calling sizeOf(bitmap) and not the actual file size.
As you should know, a bitmap operates with the number of pixels in an image. Even though you compress the image using a JPEG compression, the image's width and height do not change. Thus the number of pixels do not change and thus the Bitmap's size (in memory) would not change too.
However, if you save the compressed bitmap to a location in your hard disk and use File.length() to calculate the size of the compressed image, then you will notice the difference.

Please check the size before decoding and after compression:
length = sizeOf(original);
Also i would recommend you to flush and close the outputstream:
out.flush();
out.close();
Hope i could help!
Edit:
Please try the following method to decode your bitmap:
public static Bitmap decodeFile(File f,int WIDTH,int HEIGHT){
try {
BitmapFactory.Options o = new BitmapFactory.Options();
o.inJustDecodeBounds = true;
BitmapFactory.decodeStream(new FileInputStream(f),null,o);
final int REQUIRED_WIDTH=WIDTH;
final int REQUIRED_HEIGHT=HEIGHT;
//Find the correct scale value. It should be the power of 2.
int scale=1;
while(o.outWidth/scale/2>=REQUIRED_WIDTH && o.outHeight/scale/2>=REQUIRED_HEIGHT)
scale*=2;
BitmapFactory.Options o2 = new BitmapFactory.Options();
o2.inSampleSize=scale;
return BitmapFactory.decodeStream(new FileInputStream(f), null, o2);
} catch (FileNotFoundException e) {}
return null;
}
You can change the width and height of your picture to make it smaller.

Android Exif data and MediaStore Orientation incorrect

I am trying to display an image selected by a user using the ACTION_GET_CONTENT intent. I present the user with a chooser to select an image from any app that can respond to this intent.
Intent intent = new Intent();
intent.setType(MediaType.ANY_IMAGE_TYPE.toString());
intent.setAction(Intent.ACTION_GET_CONTENT);
if (intent.resolveActivity(getPackageManager()) != null) {
startActivityForResult(Intent.createChooser(intent, "Choose Photo"),
Constants.CHOOSE_PHOTO_REQUEST_CODE);
}
When I received the result in onActivityResult, I get the selected image's URI from Intent.GetData(). So far, so good.
Now, I want to display the selected image, and I want to make sure it is correctly oriented. For this, I am using ExifInterface, and falling back on MediaStore Orientation when that fails.
public static Bitmap obtainDecodedBitmap(int targetWidth, int targetHeight, Uri sourceUri, Context context) {
Bitmap bitmap = null;
BitmapFactory.Options bmOptions = new BitmapFactory.Options();
try {
InputStream decodeInputStream = context.getContentResolver()
.openInputStream(sourceUri);
InputStream readInputStream = context.getContentResolver()
.openInputStream(sourceUri);
// Get the dimensions of the bitmap
bmOptions.inJustDecodeBounds = true;
BitmapFactory.decodeStream(decodeInputStream, null, bmOptions);
int inSampleSize = calculateInSampleSize(bmOptions, targetWidth, targetHeight);
// Decode the image file into a Bitmap sized to fill the View
bmOptions.inJustDecodeBounds = false;
bmOptions.inSampleSize = inSampleSize;
bmOptions.inPurgeable = true;
bmOptions.inDither = false;
bmOptions.inPreferredConfig = Bitmap.Config.RGB_565;
bitmap = BitmapFactory.decodeStream(readInputStream, null, bmOptions);
} catch (Exception e) {
e.printStackTrace();
} catch (OutOfMemoryError outOfMemoryError) {
outOfMemoryError.printStackTrace();
}
try {
ExifInterface ei = new ExifInterface(sourceUri.getPath());
int orientation = ei
.getAttributeInt(ExifInterface.TAG_ORIENTATION, ExifInterface.ORIENTATION_UNDEFINED);
if (bitmap != null) {
switch (orientation) {
case ExifInterface.ORIENTATION_ROTATE_90:
bitmap = rotateImage(bitmap, 90);
break;
case ExifInterface.ORIENTATION_ROTATE_180:
bitmap = rotateImage(bitmap, 180);
break;
case ExifInterface.ORIENTATION_ROTATE_270:
bitmap = rotateImage(bitmap, 270);
break;
case ExifInterface.ORIENTATION_UNDEFINED:
String[] orientationColumn = {MediaStore.Images.Media.ORIENTATION};
Cursor cur = context.getContentResolver()
.query(sourceUri, orientationColumn, null, null, null);
if (cur != null && cur.moveToFirst()) {
orientation = cur.getInt(cur.getColumnIndex(orientationColumn[0]));
if (orientation != 0) {
bitmap = rotateImage(bitmap, orientation);
}
}
break;
default:
break;
}
}
} catch (IOException e) {
e.printStackTrace();
}
return bitmap;
}
This seems to work fine for images chosen using the gallery app, but when selecting an image using Google Photos app, the ExifInterface cannot find the orientation, and the fallback method provides orientation as 0. When I display the image, it is not oriented correctly, but rather it is 90 degrees rotated.
Other apps, such as Twitter, correctly orient the same image in the same scenario (choosing the image from Google Photos). The Google Photos app is also displaying the image thumbnails in the orientation that I expect. What am I doing wrong?
This may appear to be a duplicate of get Path name from Uri Android Lollipop, but the situation isn't identical:
This is present in pre-lollipop devices.
I get the correct bitmap, so I know the URI is correct, the only issue is that it is incorrectly oriented.

Dealing with large bitmap onPictureTaken android

My app is an OCR app base on Tesseract. It will do OCR task from camera picture. Users can take many pictures and put them into an OCR queue. To get more accuracy, I want to keep high quality image (I choose min size is 1024 x 768 (maybe larger in future), JPEG, 100% quality). When users take many pictures, there are three things to do:
Save the image data byte[] to file and correct EXIF.
Correct the image orientation base on device's orientation. I know there are some answers that said the image which comes out of the camera is not oriented automatically, have to correct it from file, like here and here. I'm not sure about it, I can setup the camera preview orientation correctly, but the image results aren't correct.
Load bitmap from taken picture, convert it to grayscale and save to another file for OCR task.
And here is my try:
public static boolean saveBitmap(byte[] bitmapData, int orientation, String imagePath, String grayScalePath) throws Exception {
Boolean rotationSuccess = false;
BitmapFactory.Options options = new BitmapFactory.Options();
options.inPreferredConfig = Bitmap.Config.ARGB_8888;
Bitmap originalBm = null;
Bitmap bitmapRotate = null;
Bitmap grayScale = null;
FileOutputStream outStream = null;
try {
// save directly from byte[] to file
saveBitmap(bitmapData, imagePath);
// down sample
options.inJustDecodeBounds = true;
BitmapFactory.decodeFile(imagePath, options);
int sampleSize = calculateInSampleSize(options, Config.CONFIG_IMAGE_WIDTH, Config.CONFIG_IMAGE_HEIGHT);
options.inJustDecodeBounds = false;
options.inSampleSize = sampleSize;
originalBm = BitmapFactory.decodeFile(imagePath, options);
Matrix mat = new Matrix();
mat.postRotate(orientation);
bitmapRotate = Bitmap.createBitmap(originalBm, 0, 0, originalBm.getWidth(), originalBm.getHeight(), mat, true);
originalBm.recycle();
originalBm = null;
outStream = new FileOutputStream(new File(imagePath));
bitmapRotate.compress(CompressFormat.JPEG, 100, outStream);
// convert to gray scale
grayScale = UIUtil.convertToGrayscale(bitmapRotate);
saveBitmap(grayScale, grayScalePath);
grayScale.recycle();
grayScale = null;
bitmapRotate.recycle();
bitmapRotate = null;
rotationSuccess = true;
} catch (OutOfMemoryError e) {
e.printStackTrace();
System.gc();
} finally {
if (originalBm != null) {
originalBm.recycle();
originalBm = null;
}
if (bitmapRotate != null) {
bitmapRotate.recycle();
bitmapRotate = null;
}
if (grayScale != null) {
grayScale.recycle();
grayScale = null;
}
if (outStream != null) {
try {
outStream.close();
} catch (IOException e) {
}
outStream = null;
}
}
Log.d(TAG,"save completed");
return rotationSuccess;
}
Save to file directly from byte[]
public static void saveBitmap(byte[] bitmapData, String fileName) throws Exception {
File file = new File(fileName);
FileOutputStream fos;
BufferedOutputStream bos = null;
try {
final int bufferSize = 1024 * 4;
fos = new FileOutputStream(file);
bos = new BufferedOutputStream(fos, bufferSize);
bos.write(bitmapData);
bos.flush();
} catch (Exception ex) {
throw ex;
} finally {
if (bos != null) {
bos.close();
}
}
}
Calculate scale size
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) {
final int halfHeight = height / 2;
final int halfWidth = width / 2;
// Calculate the largest inSampleSize value that is a power of 2 and
// keeps both
// height and width larger than the requested height and width.
while ((halfHeight / inSampleSize) > reqHeight && (halfWidth / inSampleSize) > reqWidth) {
inSampleSize *= 2;
}
}
return inSampleSize;
}
When save complete, this image is loaded into thumbnail image view by UIL. The problem is the save task is very slow (wait some second before save complete and load into view), and sometime I got OutOfMemory exception. Is there any ideas to reduce the save task and avoid OutOfMemory exception?
Any help would be appreciated!
P/S: the first time I try to convert byte[] to bitmap instead of save to file, and then rotate and convert to grayscale, but I still got above issues.
Update: here is the grayscale bitmap process:
public static Bitmap convertToGrayscale(Bitmap bmpOriginal) {
int width, height;
height = bmpOriginal.getHeight();
width = bmpOriginal.getWidth();
Bitmap bmpGrayscale = Bitmap.createBitmap(width, height, Bitmap.Config.ARGB_8888);
Canvas c = new Canvas(bmpGrayscale);
Paint paint = new Paint();
ColorMatrix cm = new ColorMatrix();
cm.setSaturation(0);
ColorMatrixColorFilter f = new ColorMatrixColorFilter(cm);
paint.setColorFilter(f);
c.drawBitmap(bmpOriginal, 0, 0, paint);
return bmpGrayscale;
}
The OutOfMemory exception seldom occurred (just a few times) and I can't reproduce it now.

Update:
Since you're still saying that the method takes too long time I would define a callback interface
interface BitmapCallback {
onBitmapSaveComplete(Bitmap bitmap, int orientation);
onBitmapRotateAndBWComlete(Bitmap bitmap);
}
Let your activity implement the above interface and convert the byte[] to bitmap in top of your saveBitmap method and fire the callback, before the first call to save. Rotate the imageView based on the orientation parameter and set a black/white filter on the imageView to fool the user into thinking that the bitmap is black and white (do this in your activity). See to that the calls are done on main thread (the calls to imageView). Keep your old method as you have it. (all steps need to be done anyway) Something like:
public static boolean saveBitmap(byte[] bitmapData, int orientation, String imagePath, String grayScalePath, BitmapCallback callback) throws Exception {
Boolean rotationSuccess = false;
BitmapFactory.Options options = new BitmapFactory.Options();
options.inPreferredConfig = Bitmap.Config.ARGB_8888;
Bitmap originalBm = null;
Bitmap bitmapRotate = null;
Bitmap grayScale = null;
FileOutputStream outStream = null;
try {
// TODO: convert byte to Bitmap, see to that the image is not larger than your wanted size (1024z768)
callback.onBitmapSaveComplete(bitmap, orientation);
// save directly from byte[] to file
saveBitmap(bitmapData, imagePath);
.
.
// same as old
.
.
saveBitmap(grayScale, grayScalePath);
// conversion done callback with the real fixed bitmap
callback.onBitmapRotateAndBWComlete(grayScale);
grayScale.recycle();
grayScale = null;
bitmapRotate.recycle();
bitmapRotate = null;
rotationSuccess = true;
How do you setup your camera? What might be causing the long execution time in the first saveBitmap call, could be that you are using the default camera picture size settings and not reading the supported camera picture size and choosing best fit for your 1024x768 image needs. You might be taking big mpixel images and saving such, but in the end need you need < 1 mpixles (1024x768). Something like this in code:
Camera camera = Camera.open();
Parameters params = camera.getParameters();
List sizes = params.getSupportedPictureSizes();
// Loop camera sizes and find best match, larger than 1024x768
This is probably where you will save most of the time if you are not doing this already. And do it only once, during some initialization phase.
Increase the buffer to 8k in saveBitmap, change the 1024*4 to 1024*8, this would increase the performance at least, not save any significant time perhaps.
To save/reuse bitmap memory consider using inBitmap field, if you have a post honeycomb version, of BitmapFactory.Options and set that field to point to bitmapRotate bitmap and send options down to your convertToGrayscale method to not need allocating yet another bitmap down in that method. Read about inBitmap here: inBitmap

Out of memory when processing multiple large bitmaps

In the app I'm working on, part of the user's input is a series of images. Some of these might be 4MB large in their raw form. I resize and rotate them, then save them in the app's portion of the device memory for later use. The problem I'm experiencing is that I seem to run out of memory even though I recycle each Bitmap after it's saved.
Here's the main processing
private class SaveImagesTask extends AsyncTask<Long, Void, Void>{
#Override
protected Void doInBackground(Long... ids){
long id = ids[0];
Iterator<ImageButton> itImg = arrBtnImage.iterator();
Iterator<TextView> itLbl = arrLblImage.iterator();
while(itImg.hasNext() && itLbl.hasNext()){
String imgPath = (String) itImg.next().getTag();
String imgLbl = itLbl.next().getText().toString().trim();
String imgName = imgLbl.replace(" ", "_").replace(",", "_");
imgName += ".jpg";
if(imgPath != null){
/* Save resized version of image */
File dir = getApplicationContext().getFilesDir();
dir = new File(dir, "temp/" + Long.toString(plantId));
boolean madeDir = dir.mkdirs();
File path = new File(dir, imgName);
Bitmap toSave = getScaledBitmap(imgPath, IMAGE_MAX_SIDE_LENGTH, IMAGE_MAX_SIDE_LENGTH);
try{
BufferedOutputStream outStream = new BufferedOutputStream(new FileOutputStream(path));
boolean insertSuccess = toSave.compress(Bitmap.CompressFormat.JPEG, 90, outStream);
outStream.close();
}
catch(FileNotFoundException e){
e.printStackTrace();
}
catch(IOException e){
e.printStackTrace();
}
toSave.recycle();
}//if
}//while(more images to process)
}// method: doInBackground(params)
}// inner class: saveImages extends AsyncTask
And here's where I resize the image
private Bitmap getScaledBitmap(String picturePath, int newWidth, int newHeight){
/* Size */
BitmapFactory.Options sizeOptions = new BitmapFactory.Options();
sizeOptions.inJustDecodeBounds = true;
BitmapFactory.decodeFile(picturePath, sizeOptions);
int sampleSize = 1;
int rawHeight = sizeOptions.outHeight;
int rawWidth = sizeOptions.outWidth;
if(rawHeight > newHeight || rawWidth > newWidth){
/* Find the dimension that needs to change the most */
int heightRatio = Math.round((float) rawHeight / (float) newHeight);
int widthRatio = Math.round((float) rawWidth / (float) newWidth);
sampleSize = (heightRatio > widthRatio ? heightRatio : widthRatio);
}//if(raw image is wider or taller than it should be){reduce size so neither is too large}
sizeOptions.inJustDecodeBounds = false;//Load pixels for display.
sizeOptions.inSampleSize = sampleSize;//Set shrink factor.
Bitmap scaledBitmap = BitmapFactory.decodeFile(picturePath, sizeOptions);
/* Rotation */
int rotation = 1;
try{
ExifInterface exif = new ExifInterface(picturePath);
rotation = exif.getAttributeInt(ExifInterface.TAG_ORIENTATION, ExifInterface.ORIENTATION_NORMAL);
}
catch(IOException e){
e.printStackTrace();
}
int rotationInDegrees = 0;
if(rotation == ExifInterface.ORIENTATION_ROTATE_90)
rotationInDegrees = 90;
else if(rotation == ExifInterface.ORIENTATION_ROTATE_180)
rotationInDegrees = 180;
else if(rotation == ExifInterface.ORIENTATION_ROTATE_270)
rotationInDegrees = 270;
Matrix matrix = new Matrix();
if(rotation != 0f)
matrix.preRotate(rotationInDegrees);
return Bitmap.createBitmap(scaledBitmap, 0, 0,
scaledBitmap.getWidth(), scaledBitmap.getHeight(), matrix, true);
}// method: getScaledBitmap(String, int, int)
Before I start getting comments about this being so common of a question, I'll point out that I'm not displaying these images, so it's not like I'm trying to keep all of these in memory. I need to keep large images because users will want to be able to zoom in on the pictures, but I'm resizing them because they don't need to be ridiculously huge. Pretty much any other solution I've seen on SO for images and OOM errors don't apply to my back-to-back access of multiple images.
So like I said, I'm recycling each Bitmap after it's saved, but they still seem to be using memory. Any idea what I'm missing?

You're not recycling scaledBitmap in getScaledBitmap. Fixing that should help. Change this line:
return Bitmap.createBitmap(scaledBitmap, 0, 0,
scaledBitmap.getWidth(), scaledBitmap.getHeight(), matrix, true);
to something like:
Bitmap newBitmap = Bitmap.createBitmap(scaledBitmap, 0, 0,
scaledBitmap.getWidth(), scaledBitmap.getHeight(), matrix, true);
scaledBitmap.recycle();
return newBitmap;

If you have multiple threads working on large bitmaps, you will use a lot of memory on some cases.
What you need is to find the best approach according to your needs. here are some things you can do and/or need to know:
use a single thread for the images handling.
always recycle old bitmaps that you don't need anymore, as soon as possible. it's true that the GC will help you, but that can help it too, and it will work even on pre-honeycomb devices.
do the image manipulations via NDK (so you won't need to have 2 bitmaps for each image manipulation), for example using this.
downsample the image to the minimal size that you need, and never assume that the memory is large enough for any given image (unless you are 100% sure that the images are small).
remember that the requirements for android devices are still very low in terms of RAM per app (heap size) - the bare minimal is still 16MB per app.
you can use android:largeHeap="true" in the manifest, but that doesn't mean anything about how much more you will get, if at all.

Bitmap Not Reading EXIF Data on Decode

My Problem
I have a series of Bitmaps that I would like to load up in the correct orientation.
When I save the image I go in and set the orientation attribute using the ExifInterface
ExifInterface exif = new ExifInterface(EXTERNAL_IMAGE_PATH+File.separator+this._currentPhotoName+JPEG_FILE_SUFFIX);
int rotation = CCDataUtils.exifToDegrees(exif.getAttributeInt(ExifInterface.TAG_ORIENTATION,ExifInterface.ORIENTATION_NORMAL));
Log.v("PhotoManager", "Rotation:"+rotation);
if (rotation > 0) {
exif.setAttribute(ExifInterface.TAG_ORIENTATION,String.valueOf(0));
This works fine and if I was to pull this image off of my device it would be in the correct orientation. However, when I then decode my Bitmap later down the line it stays in the camera's default orientation of left-horizontal even if the image was taken in portrait?
My Question
How can I decode the bitmap and take into account its EXIF information?
I don't want to have to rotate the image after I decode it every time as I would have to create another Bitmap and that is memory I don't have.
Thanks in advance.

For those that are also stuck on this and have oom issues when manipulating multiple bitmaps here is my solution.
Do not change the exif data like I originally thought in the question - We need this later down the line.
When it comes to decoding the image to view, instead of decoding the full size image just decode the image scaled down to what you need. The following code example contains both the decoding of the bitmap to the device screen size and then it also handles the rotation of the bitmap for you.
public static Bitmap decodeFileForDisplay(File f){
try {
//Decode image size
BitmapFactory.Options o = new BitmapFactory.Options();
o.inJustDecodeBounds = true;
BitmapFactory.decodeStream(new FileInputStream(f),null,o);
DisplayMetrics metrics = MyApplication.getAppContext().getResources().getDisplayMetrics();
//The new size we want to scale to
//final int REQUIRED_SIZE=180;
int scaleW = o.outWidth / metrics.widthPixels;
int scaleH = o.outHeight / metrics.heightPixels;
int scale = Math.max(scaleW,scaleH);
//Log.d("CCBitmapUtils", "Scale Factor:"+scale);
//Find the correct scale value. It should be the power of 2.
//Decode with inSampleSize
BitmapFactory.Options o2 = new BitmapFactory.Options();
o2.inSampleSize=scale;
Bitmap scaledPhoto = BitmapFactory.decodeStream(new FileInputStream(f), null, o2);
try {
ExifInterface exif = new ExifInterface(f.getAbsolutePath());
int rotation = CCDataUtils.exifToDegrees(exif.getAttributeInt(ExifInterface.TAG_ORIENTATION,ExifInterface.ORIENTATION_NORMAL));
if (rotation > 0)
scaledPhoto = CCBitmapUtils.convertBitmapToCorrectOrientation(scaledPhoto, rotation);
} catch (IOException e1) {
// TODO Auto-generated catch block
e1.printStackTrace();
}
return scaledPhoto;
} catch (FileNotFoundException e) {}
return null;
}
public static Bitmap convertBitmapToCorrectOrientation(Bitmap photo,int rotation) {
int width = photo.getWidth();
int height = photo.getHeight();
Matrix matrix = new Matrix();
matrix.preRotate(rotation);
return Bitmap.createBitmap(photo, 0, 0, width, height, matrix, false);
}
So the image Bitmap thats returned after calling decodeFileForDisplay(File f); is in the correct orientation and the correct size for you screen saving you tons of memory problems.
I hope it helps someone